"sample_id","vendor","category","principal_ai_capability","public_base_price","minimum_ai_access_cost","billing_model","C1","C2","C3","C4","C5","C6","C7","C8","C9","C10","score_10","classification","verification_status","publication_status","pricing_url","ai_documentation_url","source_page_title","evidence_source_url","secondary_evidence_url","evidence_summary","precise_supporting_language_or_value","ambiguity_or_caveat","checked_date","capture_region","currency","billing_cadence","annual_billing_route","monthly_billing_route","mandatory_one_time_fee","annual_route_first_year_cash_commitment","monthly_route_initial_cash_required","monthly_route_12_month_outlay_if_retained","minimum_plan","minimum_seats","minimum_term","ai_packaging","ai_billing_unit","unit_definition","included_allowance","overage_price","marginal_ai_usage_cost","C1_evidence","C2_evidence","C3_evidence","C4_evidence","C5_evidence","C6_evidence","C7_evidence","C8_evidence","C9_evidence","C10_evidence","capture_priority","capture_type","capture_artifact","r1_candidate_score"
"V001","ActiveCampaign","Marketing automation","Active Intelligence","$15/month Starter when billed annually","$180/year for Starter; Active Intelligence is included and plan limits apply","Plan subscription; AI included by plan with limits","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.activecampaign.com/pricing","https://www.activecampaign.com/platform/active-intelligence","ActiveCampaign official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.activecampaign.com/pricing","https://www.activecampaign.com/platform/active-intelligence","Official pricing displays Starter at $15/month billed annually and identifies Active Intelligence as included; the lowest eligible plan and annual commitment are therefore calculable.","Official pricing displays Starter at $15/month billed annually and identifies Active Intelligence as included; the lowest eligible plan and annual commitment are therefore calculable.","The page does not publish a stable AI task unit, quantified recurring allowance, or incremental AI price.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual billing displayed (monthly equivalent)","","","","","","","Starter","1 user","12 months / annual billing","Active Intelligence included in Starter; higher tiers expand limits","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $15/month Starter when billed annually. Source: https://www.activecampaign.com/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: Active Intelligence included in Starter; higher tiers expand limits.","Minimum commitment: 12 months / annual billing; billing cadence: Annual billing displayed (monthly equivalent); minimum AI access cost: $180/year for Starter; Active Intelligence is included and plan limits apply.","AI packaging: Active Intelligence included in Starter; higher tiers expand limits. Capability: Active Intelligence.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $180/year for Starter; Active Intelligence is included and plan limits apply.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V001-activecampaign.md","5"
"V002","Adobe Marketo Engage","Marketing automation","AI personalization","No numeric public price","Not publicly calculable","Included in higher named plan; quote required","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://business.adobe.com/products/marketo/pricing.html","https://business.adobe.com/products/marketo/adobe-marketo.html","Marketo Engage: Pricing and Packaging","https://business.adobe.com/products/marketo/pricing.html","https://business.adobe.com/products/marketo/adobe-marketo.html","Official pricing lists plan names and maps AI personalization to a higher tier, but all numeric pricing is quote-gated.","Official pricing lists plan names and maps AI personalization to a higher tier, but all numeric pricing is quote-gated.","Principal AI capability is a plan feature rather than a separately priced product.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","Prime","Not publicly stated","Not publicly stated","Included in higher named plan; quote required","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Prime. AI packaging: Included in higher named plan; quote required.","Criterion not passed.","AI packaging: Included in higher named plan; quote required. Capability: AI personalization.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V002-adobe-marketo-engage.md","2"
"V003","Bloomreach Engagement","Marketing automation","Loomi AI","No numeric public price","Not publicly calculable","Quote-based platform; Loomi AI included across products","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.bloomreach.com/en/products/engagement","https://www.bloomreach.com/en/products/loomi","Bloomreach Engagement official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.bloomreach.com/en/products/engagement","https://www.bloomreach.com/en/products/loomi","Official product material states Loomi AI is built into Bloomreach products at no additional charge, but Engagement pricing remains contact-led.","Official product material states Loomi AI is built into Bloomreach products at no additional charge, but Engagement pricing remains contact-led.","‘No additional charge’ does not make the minimum platform commitment calculable because the underlying plan price is not public.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Bloomreach Engagement with Loomi AI (quote-gated)","Not publicly stated","Not publicly stated","Loomi AI built into products / no separate add-on price disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Bloomreach Engagement with Loomi AI (quote-gated). AI packaging: Loomi AI built into products / no separate add-on price disclosed.","Criterion not passed.","AI packaging: Loomi AI built into products / no separate add-on price disclosed. Capability: Loomi AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V003-bloomreach-engagement.md","2"
"V004","Braze","Marketing automation","BrazeAI Agent Console","No numeric public price","Not publicly calculable","Included in every tier; Action Credits apply to certain AI products","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.braze.com/pricing","https://www.braze.com/product/ai","Braze official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.braze.com/pricing","https://www.braze.com/product/ai","Official pricing maps BrazeAI features to tiers but requires contact for numeric pricing. Action Credits are not clearly mapped to the named principal capability.","Official pricing maps BrazeAI features to tiers but requires contact for numeric pricing. Action Credits are not clearly mapped to the named principal capability.","Do not infer a billing unit from general Action Credit language.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","Any Braze commercial tier; BrazeAI is mapped across tiers","Not publicly stated","Not publicly stated","Included in every tier; Action Credits apply to certain AI products","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Any Braze commercial tier; BrazeAI is mapped across tiers. AI packaging: Included in every tier; Action Credits apply to certain AI products.","Criterion not passed.","AI packaging: Included in every tier; Action Credits apply to certain AI products. Capability: BrazeAI Agent Console.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V004-braze.md","2"
"V005","Brevo","Marketing automation","AI Content Generator","$9/month Starter; $8.08/month equivalent on annual billing","$9 month-to-month or $96.96/year at displayed annual equivalent","Plan subscription; AI Content Generator included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.brevo.com/pricing/","https://www.brevo.com/pricing/","Brevo official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.brevo.com/pricing/","","Official pricing displays Starter at $9 monthly and $8.08/month on annual billing and lists the AI Content Generator in the plan.","Official pricing displays Starter at $9 monthly and $8.08/month on annual billing and lists the AI Content Generator in the plan.","No AI-specific meter, recurring allowance, overage price, or marginal AI economics are disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly or annual","","","","","","","Starter","Not stated","1 month (monthly option)","AI Content Generator included in Starter","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $9/month Starter; $8.08/month equivalent on annual billing. Source: https://www.brevo.com/pricing/","Minimum AI-eligible plan/access: Starter. AI packaging: AI Content Generator included in Starter.","Minimum commitment: 1 month (monthly option); billing cadence: Monthly or annual; minimum AI access cost: $9 month-to-month or $96.96/year at displayed annual equivalent.","AI packaging: AI Content Generator included in Starter. Capability: AI Content Generator.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $9 month-to-month or $96.96/year at displayed annual equivalent.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V005-brevo.md","5"
"V006","CleverTap","Marketing automation","CleverAI Predictions Agent","₹6,000/month public Essentials starting price; AI tier is quote-gated","Not publicly calculable for the Cutting Edge AI tier","Included in Cutting Edge; no public AI usage economics","1","1","0","1","0","0","0","0","0","0","3","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://clevertap.com/pricing/","https://clevertap.com/products/clever-ai/","CleverTap official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://clevertap.com/pricing/","https://clevertap.com/products/clever-ai/","Official pricing publishes an entry platform price and maps Predictions Agent/CleverAI capabilities to the Cutting Edge plan, whose numeric price is not public.","Official pricing publishes an entry platform price and maps Predictions Agent/CleverAI capabilities to the Cutting Edge plan, whose numeric price is not public.","The numeric Essentials price is not treated as an AI-access price.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","INR","Public entry prices are monthly; Cutting Edge AI-tier cadence is quote-gated","","","","","","","Cutting Edge","Not publicly stated","Not publicly stated","Included in Cutting Edge; no public AI usage economics","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: ₹6,000/month public Essentials starting price; AI tier is quote-gated. Source: https://clevertap.com/pricing/","Minimum AI-eligible plan/access: Cutting Edge. AI packaging: Included in Cutting Edge; no public AI usage economics.","Criterion not passed.","AI packaging: Included in Cutting Edge; no public AI usage economics. Capability: CleverAI Predictions Agent.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V006-clevertap.md","3"
"V007","Constant Contact","Marketing automation","AI Copy Generator","$12/month Lite","$12/month","Included in Lite; no AI-specific usage meter disclosed","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.constantcontact.com/pricing","https://www.constantcontact.com/pricing","Constant Contact official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.constantcontact.com/pricing","","Official pricing lists Lite at $12/month and includes an AI copy generator in the entry plan.","Official pricing lists Lite at $12/month and includes an AI copy generator in the entry plan.","No explicit unlimited-use or quantified AI allowance was located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Monthly","","","","","","","Lite","Not publicly stated","One month","Included in Lite; no AI-specific usage meter disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $12/month Lite. Source: https://www.constantcontact.com/pricing","Minimum AI-eligible plan/access: Lite. AI packaging: Included in Lite; no AI-specific usage meter disclosed.","Minimum commitment: One month; billing cadence: Monthly; minimum AI access cost: $12/month.","AI packaging: Included in Lite; no AI-specific usage meter disclosed. Capability: AI Copy Generator.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $12/month.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V007-constant-contact.md","5"
"V008","Customer.io","Marketing automation","Customer.io AI Agent","$100/month Essentials; $1,000/month Premium","$100/month for Essentials","Agent session limits; LLM actions also use credits","1","1","1","1","1","0","0","0","1","0","6","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://customer.io/pricing","https://customer.io/pricing","Pricing + Plans","https://customer.io/pricing","","Official pricing maps the AI Agent to Essentials, publishes prices and identifies agent-session limits, but does not quantify the principal Agent's included sessions or marginal session price.","AI Agent (beta): session limits are shown as Standard, Elevated, or Custom.","LLM action credits are disclosed, but they are not substituted for the principal AI Agent's session economics.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Essentials: $100/month, billed monthly","","","","","","","Essentials","Not publicly stated","One billing period; commitment calculable from displayed public price","Agent session limits; LLM actions also use credits","AI Agent session","Not publicly defined; C6 remains 0.","Session limit is labelled Standard on Essentials, but no numeric recurring quantity is public; C7 remains 0.","No public AI Agent session overage price; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: $100/month Essentials; $1,000/month Premium. Source: https://customer.io/pricing","Minimum AI-eligible plan/access: Essentials. AI packaging: Agent session limits; LLM actions also use credits.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Essentials: $100/month, billed monthly; minimum AI access cost: $100/month for Essentials.","AI packaging: Agent session limits; LLM actions also use credits. Capability: Customer.io AI Agent.","AI billing unit or explicit no-meter basis: AI Agent session. Supporting language/value: AI Agent (beta): session limits are shown as Standard, Elevated, or Custom.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $100/month for Essentials.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V008-customer-io.md","6"
"V009","Dotdigital","Marketing automation","WinstonAI","Custom quote","Not publicly calculable","Customised platform pricing; no public AI economics","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://dotdigital.com/pricing/","https://dotdigital.com/platform/artificial-intelligence/","Dotdigital official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://dotdigital.com/pricing/","https://dotdigital.com/platform/artificial-intelligence/","The official pricing page requests a customised quote. WinstonAI is publicly marketed, but no minimum AI plan, allowance or usage price is disclosed.","The official pricing page requests a customised quote. WinstonAI is publicly marketed, but no minimum AI plan, allowance or usage price is disclosed.","AI capability appears outside the pricing table and is not mapped to a numeric plan.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","No public minimum AI-eligible plan identified","Not publicly stated","Not publicly stated","Customised platform pricing; no public AI economics","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V009-dotdigital.md","0"
"V010","GetResponse","Marketing automation","AI Email Generator","$19/month monthly; $15.58/month when paid annually","$19 for one month on Starter","Included; Starter shows up to 3 uses","1","1","1","1","1","0","1","0","1","0","7","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.getresponse.com/pricing","https://www.getresponse.com/pricing","Pricing and Service Plans","https://www.getresponse.com/pricing","","Official pricing maps AI-powered content generators to Starter at $19/month and the plan comparison quantifies the AI email generator at up to three uses.","Starter lists AI email generator: up to 3 uses.","No public incremental price for additional AI generations was located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly or 12 months","","","","","","","Starter","Not publicly stated","One month on monthly billing","Included; Starter shows up to 3 uses","AI email generator use","The page does not define what constitutes one use; C6 changed to 0.","Up to 3 uses on Starter","No public per-use or top-up price; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: $19/month monthly; $15.58/month when paid annually. Source: https://www.getresponse.com/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: Included; Starter shows up to 3 uses.","Minimum commitment: One month on monthly billing; billing cadence: Monthly or 12 months; minimum AI access cost: $19 for one month on Starter.","AI packaging: Included; Starter shows up to 3 uses. Capability: AI Email Generator.","AI billing unit or explicit no-meter basis: AI email generator use. Supporting language/value: Starter lists AI email generator: up to 3 uses.","Criterion not passed.","Recurring allowance: Up to 3 uses on Starter.","Criterion not passed.","Minimum AI access cost: $19 for one month on Starter.","Criterion not passed.","Priority: r2 score changed","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V010-getresponse.md","8"
"V011","HubSpot","Marketing automation","Breeze Customer Agent","$800/month with annual billing or $890/month with monthly billing for Marketing Hub Professional","$890 recurring access for one month on the monthly route; $9,600 recurring commitment on the annual-billing route","HubSpot Credits / resolution","1","1","1","1","1","1","1","1","1","1","10","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.hubspot.com/pricing/marketing","https://www.hubspot.com/products/artificial-intelligence/ai-customer-service-agent","HubSpot's Marketing Hub pricing guide - AI-powered software for marketers; HubSpot Product & Services Catalog","https://blog.hubspot.com/marketing/hubspot-marketing-hub-pricing","https://legal.hubspot.com/hubspot-product-and-services-catalog","Official HubSpot sources list two Marketing Hub Professional billing routes: $800 per month with annual billing and $890 per month with monthly billing. Professional includes 3,000 HubSpot Credits each month. Breeze Customer Agent uses 50 credits per resolved conversation, equivalent to $0.50 per resolution. A required $3,000 Professional onboarding fee is charged separately.","Professional recurring price: $800/month on annual billing or $890/month on monthly billing. Required Professional onboarding: $3,000 one time. Included allowance: 3,000 credits/month. Customer Agent: 50 credits, or $0.50, per resolved conversation.","The recurring-access measure excludes one-time onboarding under the frozen rule. The mandatory $3,000 onboarding fee is disclosed separately. The annual route requires $9,600 recurring spend for 12 months and $12,600 first-year cash including onboarding. The monthly route requires $890 for one month plus $3,000 onboarding at entry; a full 12 months would total $13,680, but the contractual commitment remains one month.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual-billing route: $800/month with 12-month commitment; monthly route: $890/month with one-month commitment","$800/month billed annually; 12-month recurring commitment of $9,600","$890/month billed monthly; one-month recurring commitment of $890","$3,000 required Professional onboarding fee","$12,600 = $9,600 recurring annual commitment + $3,000 onboarding","$3,890 = $890 first month + $3,000 onboarding","$13,680 = $10,680 for 12 monthly payments + $3,000 onboarding; this is an outlay scenario, not a 12-month contractual commitment","Marketing Hub Professional","Not publicly stated","One month on the monthly route; 12 months on the annual-billing route","HubSpot Credits / resolution","Resolved conversation","One conversation resolved by Customer Agent on text-based channels; 50 HubSpot Credits","Marketing Hub Professional includes 3,000 HubSpot Credits/month, equivalent to 60 Customer Agent resolutions at 50 credits each","$0.50 per resolved conversation","$0.50 per additional resolved conversation","Public recurring prices: $800/month with annual billing and $890/month with monthly billing. Sources: https://blog.hubspot.com/marketing/hubspot-marketing-hub-pricing and https://www.hubspot.com/pricing/marketing","Minimum AI-eligible plan/access: Marketing Hub Professional. AI packaging: HubSpot Credits / resolution.","Commitment routes are explicit: one month at $890 on monthly billing, or 12 months at $800/month on annual billing. The required $3,000 onboarding fee is one-time and recorded separately.","AI packaging: HubSpot Credits / resolution. Capability: Breeze Customer Agent.","AI billing unit or explicit no-meter basis: Resolved conversation. Supporting language/value: Customer agent: resolve one conversation on text channels = 50 credits; public outcome price is $0.50 per resolved conversation.","Unit definition: One conversation resolved by Customer Agent on text-based channels; 50 HubSpot Credits.","Recurring allowance: Marketing Hub Professional includes 3,000 HubSpot Credits per month, equivalent to 60 Customer Agent resolutions at 50 credits each.","Incremental usage price: additional HubSpot Credits cost $0.010 per credit; Customer Agent consumes 50 credits per resolution, equivalent to $0.50.","Minimum recurring AI access cost: $890 for one month on the monthly route. The annual-billing route requires $9,600 recurring spend over 12 months. The mandatory $3,000 onboarding fee is one-time and excluded from this recurring measure.","Marginal Customer Agent usage cost: 50 credits per resolved conversation at $0.010 per credit, equivalent to $0.50 per additional resolution.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V011-hubspot.md","10"
"V012","Iterable","Marketing automation","Nova Agents","No numeric public price located","Not publicly calculable","Packaging and usage pricing not publicly established","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://iterable.com/","https://iterable.com/ai/","Iterable official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://iterable.com/","https://iterable.com/ai/","Official pages market Nova and AI-led customer engagement but route buyers to a demo rather than public price calculations.","Official pages market Nova and AI-led customer engagement but route buyers to a demo rather than public price calculations.","A dedicated official pricing page was not reliably accessible in the audit.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","No public minimum AI-eligible plan identified","Not publicly stated","Not publicly stated","Packaging and usage pricing not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V012-iterable.md","0"
"V013","Klaviyo","Marketing automation","Klaviyo Composer","$14/month for 2,000 Composer credits","$14/month after the 90-day free-access period","Composer credits","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.klaviyo.com/pricing","https://help.klaviyo.com/hc/en-us/articles/52308742314779","How Composer credits work","https://help.klaviyo.com/hc/en-us/articles/52308742314779","https://help.klaviyo.com/hc/en-us/articles/52308742314779","Official documentation defines Composer credits, task-level use and the entry plan.","One Composer credit equals 10,000 AI-processing tokens; entry plan is $14/month for 2,000 credits.","Temporary introductory credits are excluded; public top-up prices were not located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Composer entry plan","Not publicly stated","One month","Composer credits","Composer credit","1 credit = 10,000 tokens of AI processing; action cost varies by request complexity","2,000 credits per paid month on the $14 entry plan","Additional packs are available, but exact pack prices are not public; C8 remains 0.","Not calculable because action credit consumption varies and public top-up economics are incomplete; C10 remains 0.","Public base price: $14/month for 2,000 Composer credits. Source: https://www.klaviyo.com/pricing","Minimum AI-eligible plan/access: Composer entry plan. AI packaging: Composer credits.","Minimum commitment: One month; billing cadence: Monthly; minimum AI access cost: $14/month after the 90-day free-access period.","AI packaging: Composer credits. Capability: Klaviyo Composer.","AI billing unit or explicit no-meter basis: Composer credit. Supporting language/value: One Composer credit equals 10,000 AI-processing tokens; entry plan is $14/month for 2,000 credits.","Unit definition: 1 credit = 10,000 tokens of AI processing; action cost varies by request complexity.","Recurring allowance: 2,000 credits per paid month on the $14 entry plan.","Criterion not passed.","Minimum AI access cost: $14/month after the 90-day free-access period.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V013-klaviyo.md","8"
"V014","Mailchimp","Marketing automation","Generative AI Features / Intuit Assist","$20/month standard plan after trial","$20/month for the Standard plan","Included; no separate AI charge stated","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://mailchimp.com/pricing/marketing/","https://mailchimp.com/pricing/marketing/","Mailchimp official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://mailchimp.com/pricing/marketing/","","Official pricing identifies Standard pricing and says generative AI features are available without an additional AI add-on charge.","Official pricing identifies Standard pricing and says generative AI features are available without an additional AI add-on charge.","No explicit unlimited-use statement or AI-specific allowance was located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Monthly","","","","","","","Standard","Not publicly stated","One month","Included; no separate AI charge stated","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $20/month standard plan after trial. Source: https://mailchimp.com/pricing/marketing/","Minimum AI-eligible plan/access: Standard. AI packaging: Included; no separate AI charge stated.","Minimum commitment: One month; billing cadence: Monthly; minimum AI access cost: $20/month for the Standard plan.","AI packaging: Included; no separate AI charge stated. Capability: Generative AI Features / Intuit Assist.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $20/month for the Standard plan.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V014-mailchimp.md","5"
"V015","MoEngage","Marketing automation","Merlin AI","No standard numeric public price","Not publicly calculable","Custom quote / custom credits","0","0","0","1","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.moengage.com/pricing/","https://www.moengage.com/merlin-ai/","MoEngage official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.moengage.com/pricing/","https://www.moengage.com/merlin-ai/","Official pricing and Merlin AI pages describe custom packages and credit-based access without publishing a standard numeric entry price or reproducible allowance.","Official pricing and Merlin AI pages describe custom packages and credit-based access without publishing a standard numeric entry price or reproducible allowance.","Do not convert references to custom credits into a public billing unit or allowance.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Merlin AI is the unified AI suite within the MoEngage platform and custom commercial packages.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Official MoEngage documentation identifies Merlin AI as the unified AI suite across the platform. Source: https://help.moengage.com/hc/en-us/articles/44197598032276-December-2025","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V015-moengage.md","0"
"V016","Omnisend","Marketing automation","Forms AI Assistant","$0 free plan","$0 on the free plan","Included feature; AI-specific usage meter not disclosed","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.omnisend.com/pricing/","https://www.omnisend.com/pricing/","Omnisend official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.omnisend.com/pricing/","","Official pricing lists a permanent free plan and includes Forms AI Assistant in the feature comparison.","Official pricing lists a permanent free plan and includes Forms AI Assistant in the feature comparison.","No explicit unlimited-use or AI-specific usage allowance statement was located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Free plan","","","","","","","Free","Not publicly stated","No paid commitment","Included feature; AI-specific usage meter not disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0 free plan. Source: https://www.omnisend.com/pricing/","Minimum AI-eligible plan/access: Free. AI packaging: Included feature; AI-specific usage meter not disclosed.","Minimum commitment: No paid commitment; billing cadence: Free plan; minimum AI access cost: $0 on the free plan.","AI packaging: Included feature; AI-specific usage meter not disclosed. Capability: Forms AI Assistant.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0 on the free plan.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V016-omnisend.md","5"
"V017","Oracle Eloqua","Marketing automation","Oracle AI for marketing automation","No numeric public price","Not publicly calculable","Request-demo / enterprise quote","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.oracle.com/cx/marketing/automation/eloqua-marketing-automation/","https://www.oracle.com/cx/marketing/","Oracle Eloqua official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.oracle.com/cx/marketing/automation/eloqua-marketing-automation/","https://www.oracle.com/cx/marketing/","Official Oracle pages describe AI-supported marketing automation but provide no public numeric Eloqua price, minimum AI plan, allowance, or marginal usage price.","Official Oracle pages describe AI-supported marketing automation but provide no public numeric Eloqua price, minimum AI plan, allowance, or marginal usage price.","Product capability evidence alone does not satisfy plan-identification or packaging criteria without a public pricing mapping.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V017-oracle-eloqua.md","0"
"V018","Ortto","Marketing automation","AI Subject Line Generator","$169/month Starter","$169/month","Included in Starter; no AI-specific usage meter disclosed","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://ortto.com/pricing/","https://ortto.com/pricing/","Ortto official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://ortto.com/pricing/","","Official pricing publishes the Starter price and lists AI suggestions, AI subject-line generation and AI predictions in the plan comparison.","Official pricing publishes the Starter price and lists AI suggestions, AI subject-line generation and AI predictions in the plan comparison.","No explicit allowance, overage or unlimited-use statement was located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Monthly","","","","","","","Starter","Not publicly stated","One month","Included in Starter; no AI-specific usage meter disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $169/month Starter. Source: https://ortto.com/pricing/","Minimum AI-eligible plan/access: Starter. AI packaging: Included in Starter; no AI-specific usage meter disclosed.","Minimum commitment: One month; billing cadence: Monthly; minimum AI access cost: $169/month.","AI packaging: Included in Starter; no AI-specific usage meter disclosed. Capability: AI Subject Line Generator.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $169/month.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V018-ortto.md","5"
"V019","Salesforce Marketing Cloud","Marketing automation","Agentforce Campaign Creation","$1,500 per organisation/month, billed annually","$18,000 for the 12-month Marketing Cloud Next Growth commitment","Included in Marketing Cloud Next Growth; AI usage economics not isolated","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.salesforce.com/marketing/pricing/","https://www.salesforce.com/marketing/pricing/","Salesforce Marketing Cloud official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.salesforce.com/marketing/pricing/","","Official pricing publicly lists the qualifying Marketing Cloud Next Growth price and includes Agentforce Campaign Creation.","Official pricing publicly lists the qualifying Marketing Cloud Next Growth price and includes Agentforce Campaign Creation.","No capability-specific allowance or incremental campaign-creation price was established.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Per organisation/month, billed annually","","","","","","","Marketing Cloud Next Growth","Not publicly stated","12 months","Included in Marketing Cloud Next Growth; AI usage economics not isolated","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $1,500 per organisation/month, billed annually. Source: https://www.salesforce.com/marketing/pricing/","Minimum AI-eligible plan/access: Marketing Cloud Next Growth. AI packaging: Included in Marketing Cloud Next Growth; AI usage economics not isolated.","Minimum commitment: 12 months; billing cadence: Per organisation/month, billed annually; minimum AI access cost: $18,000 for the 12-month Marketing Cloud Next Growth commitment.","AI packaging: Included in Marketing Cloud Next Growth; AI usage economics not isolated. Capability: Agentforce Campaign Creation.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $18,000 for the 12-month Marketing Cloud Next Growth commitment.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V019-salesforce-marketing-cloud.md","5"
"V020","SAP Emarsys","Marketing automation","Emarsys AI","No numeric public price","Not publicly calculable","Contact-led enterprise pricing","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://emarsys.com/pricing/","https://emarsys.com/learn/artificial-intelligence/","SAP Emarsys official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://emarsys.com/pricing/","https://emarsys.com/learn/artificial-intelligence/","Official Emarsys material describes AI-infused engagement capabilities but does not publish a numeric platform price or capability-specific AI economics.","Official Emarsys material describes AI-infused engagement capabilities but does not publish a numeric platform price or capability-specific AI economics.","No reproducible public plan-to-AI mapping was captured.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V020-sap-emarsys.md","0"
"V021","6sense","ABM and GTM intelligence","6sense Revenue AI","No numeric public platform price","Not publicly calculable","Custom quote","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://6sense.com/platform/pricing/","https://6sense.com/platform/","6sense official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://6sense.com/platform/pricing/","https://6sense.com/platform/","Official 6sense pages describe Revenue AI and route buyers to sales without a numeric minimum or AI-specific usage economics.","Official 6sense pages describe Revenue AI and route buyers to sales without a numeric minimum or AI-specific usage economics.","Sales-intelligence data credits were not treated as Revenue AI billing units because the public pages did not link them to the selected capability.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V021-6sense.md","0"
"V022","AdRoll ABM","ABM and GTM intelligence","AdRoll AI Assistant","Account-based retargeting has no platform fee; media is pay-as-you-go","$0 platform entry before media spend","Media spend; AI Assistant included in the retargeting offer","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.adroll.com/pricing#abm","https://www.adroll.com/artificial-intelligence","AdRoll ABM official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.adroll.com/pricing#abm","https://www.adroll.com/artificial-intelligence","The official pricing page says account-based retargeting has no fee to start and buyers pay for media, with insights from the AI Assistant.","The official pricing page says account-based retargeting has no fee to start and buyers pay for media, with insights from the AI Assistant.","Dynamic CPM media spend is not an AI billing unit.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Pay-as-you-go media spend; no platform subscription fee","","","","","","","Account-based retargeting offer (no platform fee; media pay-as-you-go)","Not publicly stated","No fixed platform commitment","Media spend; AI Assistant included in the retargeting offer","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: Account-based retargeting has no platform fee; media is pay-as-you-go. Source: https://www.adroll.com/pricing#abm","Minimum AI-eligible plan/access: Account-based retargeting offer (no platform fee; media pay-as-you-go). AI packaging: Media spend; AI Assistant included in the retargeting offer.","Minimum commitment: No fixed platform commitment; billing cadence: Pay-as-you-go media spend; no platform subscription fee; minimum AI access cost: $0 platform entry before media spend.","AI packaging: Media spend; AI Assistant included in the retargeting offer. Capability: AdRoll AI Assistant.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0 platform entry before media spend.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V022-adroll-abm.md","5"
"V023","Albacross","ABM and GTM intelligence","AI email and LinkedIn sequences","Starter €59/month billed annually; €84 monthly","€84 for one month on Starter; €708 for 12 months at the displayed annual rate","Included capability; no AI-specific meter","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.albacross.com/pricing","https://www.albacross.com/","Albacross official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.albacross.com/pricing","https://www.albacross.com/","Starter publicly lists its price and includes AI-assisted sequences, persona recommendations, segmentation and lead insights.","Starter publicly lists its price and includes AI-assisted sequences, persona recommendations, segmentation and lead insights.","No AI-specific usage allowance or marginal price is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","EUR","Monthly or annual","","","","","","","Starter","Not publicly stated","One month on the monthly option","Included capability; no AI-specific meter","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: Starter €59/month billed annually; €84 monthly. Source: https://www.albacross.com/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: Included capability; no AI-specific meter.","Minimum commitment: One month on the monthly option; billing cadence: Monthly or annual; minimum AI access cost: €84 for one month on Starter; €708 for 12 months at the displayed annual rate.","AI packaging: Included capability; no AI-specific meter. Capability: AI email and LinkedIn sequences.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: €84 for one month on Starter; €708 for 12 months at the displayed annual rate.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V023-albacross.md","5"
"V024","Apollo.io","ABM and GTM intelligence","Apollo AI Assistant","$0 Starter (free forever)","Not publicly calculable for Apollo AI Assistant","Platform subscription and general credits; AI mapping not established","1","0","0","0","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.apollo.io/pricing","https://www.apollo.io/product/ai","Apollo.io official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.apollo.io/pricing","https://www.apollo.io/product/ai","Official pricing publishes platform plan prices, but the captured public evidence does not map Apollo AI Assistant to the lowest eligible plan or to a defined AI meter.","Official pricing publishes platform plan prices, but the captured public evidence does not map Apollo AI Assistant to the lowest eligible plan or to a defined AI meter.","General prospecting credits are not assumed to be AI usage credits.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly and annual options displayed","","","","","","","Platform plan prices public; AI-eligible plan not established","Not publicly stated","Not publicly stated","AI Assistant documented separately; plan mapping absent","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public starting price: $0 Starter, described as free forever. Source: https://www.apollo.io/pricing","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V024-apollo-io.md","1"
"V025","Bombora","ABM and GTM intelligence","Bombora AI and Company Surge","No numeric public price","Not publicly calculable","Contact sales","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://bombora.com/pricing/","https://bombora.com/","Bombora official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://bombora.com/pricing/","https://bombora.com/","Official Bombora pages describe Company Surge and AI-supported intent products but do not publish numeric pricing or a minimum AI access path.","Official Bombora pages describe Company Surge and AI-supported intent products but do not publish numeric pricing or a minimum AI access path.","Company Surge data units are not automatically AI billing units.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V025-bombora.md","0"
"V026","Cognism","ABM and GTM intelligence","Cognism AI Search and Research","No numeric public price","Not publicly calculable","Custom package","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.cognism.com/pricing","https://www.cognism.com/","Cognism official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.cognism.com/pricing","https://www.cognism.com/","Official package descriptions identify AI research, search and persona capabilities, but numeric pricing and AI usage economics are not public.","Official package descriptions identify AI research, search and persona capabilities, but numeric pricing and AI usage economics are not public.","The package mapping is public; the price is quote-gated.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","Cognism Sales Intelligence platform with AI Search and Research (custom quote)","Not publicly stated","Not publicly stated","Custom package","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Cognism Sales Intelligence platform with AI Search and Research (custom quote). AI packaging: Custom package.","Criterion not passed.","AI packaging: Custom package. Capability: Cognism AI Search and Research.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V026-cognism.md","2"
"V027","Common Room","ABM and GTM intelligence","RoomieAI","$2,500/month for Essential, billed annually","$2,500/month with annual commitment","RoomieAI research credits","1","1","1","1","1","0","1","0","1","0","7","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.commonroom.io/pricing/","https://www.commonroom.io/","Pricing | Common Room","https://www.commonroom.io/pricing/","https://www.commonroom.io/","Essential publicly lists $2,500 per month on annual billing and 5,000 RoomieAI research credits. Higher plans publish larger allowances.","Essential is $2,500/month billed annually and includes 5,000 RoomieAI research credits.","The public page does not define one research credit or disclose top-up pricing.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Billed annually","","","","","","","Essential","Not publicly stated","12 months","RoomieAI research credits","RoomieAI research credit","Not publicly defined; C6 remains 0.","5,000 RoomieAI research credits on Essential","No public RoomieAI top-up or overage price; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: $2,500/month for Essential, billed annually. Source: https://www.commonroom.io/pricing/","Minimum AI-eligible plan/access: Essential. AI packaging: RoomieAI research credits.","Minimum commitment: 12 months; billing cadence: Billed annually; minimum AI access cost: $2,500/month with annual commitment.","AI packaging: RoomieAI research credits. Capability: RoomieAI.","AI billing unit or explicit no-meter basis: RoomieAI research credit. Supporting language/value: Essential is $2,500/month billed annually and includes 5,000 RoomieAI research credits.","Criterion not passed.","Recurring allowance: 5,000 RoomieAI research credits on Essential.","Criterion not passed.","Minimum AI access cost: $2,500/month with annual commitment.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V027-common-room.md","7"
"V028","Demandbase","ABM and GTM intelligence","Demandbase AI","No numeric public price","Not publicly calculable","Platform fee plus per-user fee; values undisclosed","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.demandbase.com/pricing/","https://www.demandbase.com/products/demandbase-ai/","Demandbase official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.demandbase.com/pricing/","https://www.demandbase.com/products/demandbase-ai/","Official pricing explains the structure but requires a customised quote.","Official pricing explains the structure but requires a customised quote.","Pricing structure alone does not satisfy numeric criteria.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","No public minimum AI-eligible plan identified","Not publicly stated","Not publicly stated","Platform fee plus per-user fee; values undisclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V028-demandbase.md","0"
"V029","Factors.ai","ABM and GTM intelligence","Scout and Scout Agents","Public platform tiers start at $199/month","Not publicly calculable for Scout","Scout credits","1","0","0","1","1","0","0","0","0","0","3","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.factors.ai/pricing","https://www.factors.ai/scout","Factors.ai Product Updates and Releases; Factors.ai Pricing","https://www.factors.ai/product-updates-and-releases","https://www.factors.ai/pricing","Platform price is public and Scout uses credits, but AI plan mapping, grant and top-up prices are not.","Agents and Scout share a single AI-credit pool; 100,000 credits is a recommended starting point.","A public platform price is not assumed to be an AI-access price.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Lite monthly; other displayed plans annual","","","","","","","No public minimum AI-eligible plan identified; Scout and Agents use a unified credit pool","Not publicly stated","Not publicly stated","Scout and Agents share one unified AI-credit pool.","Unified AI credit for Scout and Agents","No public definition of one credit or action consumption; C6 changed to 0.","100,000 is a recommendation, not a public recurring plan allowance; C7 remains 0.","No public AI-credit price; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: Public platform tiers start at $199/month. Source: https://www.factors.ai/pricing","Criterion not passed.","Criterion not passed.","Scout and Agents share a single unified AI-credit pool. Source: https://www.factors.ai/product-updates-and-releases","AI billing unit or explicit no-meter basis: Unified AI credit for Scout and Agents. Supporting language/value: Agents and Scout share a single AI-credit pool; 100,000 credits is a recommended starting point.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V029-factors-ai.md","3"
"V030","Intentsify","ABM and GTM intelligence","Intentsify AI-powered intent intelligence","No numeric public platform price","Not publicly calculable","Custom program / service pricing","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://intentsify.io/pricing/","https://intentsify.io/","Intentsify official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://intentsify.io/pricing/","https://intentsify.io/","Official Intentsify pages describe AI-powered intent intelligence but do not publish a standard platform entry price or AI usage economics.","Official Intentsify pages describe AI-powered intent intelligence but do not publish a standard platform entry price or AI usage economics.","Public CPL/CPM references for services are outside the selected principal AI platform and were not substituted.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V030-intentsify.md","0"
"V031","Leadfeeder","ABM and GTM intelligence","Leadfeeder AI and buyer insights","Free Lite; paid Discover starts at €79/month billed annually","€0 on Lite for the limited public access path","Plan subscription; no AI-specific meter","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.leadfeeder.com/pricing/","https://www.leadfeeder.com/","Leadfeeder official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.leadfeeder.com/pricing/","https://www.leadfeeder.com/","Official pricing publishes free and paid tiers and places AI-supported prospecting and insight capabilities within named packages. No AI-specific allowance or marginal price is stated.","Official pricing publishes free and paid tiers and places AI-supported prospecting and insight capabilities within named packages. No AI-specific allowance or marginal price is stated.","Plan-level access is calculable, but AI use is not separately metered in the public evidence.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","EUR","Free Lite; paid Discover price shown on annual billing","","","","","","","Lite for limited access; Discover is the first publicly priced paid tier","Not publicly stated","No paid commitment for Lite","Plan subscription; no AI-specific meter","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: Free Lite; paid Discover starts at €79/month billed annually. Source: https://www.leadfeeder.com/pricing/","Minimum AI-eligible plan/access: Lite for limited access; Discover is the first publicly priced paid tier. AI packaging: Plan subscription; no AI-specific meter.","Minimum commitment: No paid commitment for Lite; billing cadence: Free Lite; paid Discover price shown on annual billing; minimum AI access cost: €0 on Lite for the limited public access path.","AI packaging: Plan subscription; no AI-specific meter. Capability: Leadfeeder AI and buyer insights.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: €0 on Lite for the limited public access path.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V031-leadfeeder.md","5"
"V032","Leadspace","ABM and GTM intelligence","Leadspace AI-powered B2B data platform","No numeric public price","Not publicly calculable","Enterprise quote","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.leadspace.com/pricing/","https://www.leadspace.com/","Leadspace official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.leadspace.com/pricing/","https://www.leadspace.com/","Official materials position the platform as AI-powered, but numeric public pricing, plan eligibility and marginal AI economics are not disclosed.","Official materials position the platform as AI-powered, but numeric public pricing, plan eligibility and marginal AI economics are not disclosed.","","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","No public minimum AI-eligible plan identified","Not publicly stated","Not publicly stated","Enterprise quote","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V032-leadspace.md","0"
"V033","MadKudu (HG Insights)","ABM and GTM intelligence","MadKudu AI seller intelligence","No current standalone public price","Not publicly calculable","Acquired product; contact-led HG Insights offering","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://hginsights.com/","https://hginsights.com/news/hg-insights-acquires-madkudu","MadKudu (HG Insights) official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://hginsights.com/","https://hginsights.com/news/hg-insights-acquires-madkudu","Official announcements show MadKudu was acquired by HG Insights in August 2025 and the former domain redirects; no current standalone public numeric AI pricing was established.","Official announcements show MadKudu was acquired by HG Insights in August 2025 and the former domain redirects; no current standalone public numeric AI pricing was established.","Vendor retained in the frozen sample as MadKudu (HG Insights); ownership/name change is documented rather than replacing the row.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V033-madkudu-hg-insights.md","0"
"V034","Metadata.io","ABM and GTM intelligence","Metadata AI campaign automation","No numeric public price","Not publicly calculable","Contact sales","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://metadata.io/pricing","https://metadata.io/","Metadata.io official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://metadata.io/pricing","https://metadata.io/","Official Metadata pages describe AI campaign automation but require a sales conversation for package and price details.","Official Metadata pages describe AI campaign automation but require a sales conversation for package and price details.","No public numeric base price or capability-specific meter was reproducibly available.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V034-metadata-io.md","0"
"V035","Qualified","ABM and GTM intelligence","Piper AI SDR Agent","Customised plan; no numeric public price","Not publicly calculable","Premier, Enterprise and Ultimate plans; quote-gated","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.qualified.com/pricing","https://www.qualified.com/piper","Qualified official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.qualified.com/pricing","https://www.qualified.com/piper","The official pricing page states that Piper is available through Premier, Enterprise and Ultimate and that all plans include AI SDR Agent Studio, but numeric prices are not published.","The official pricing page states that Piper is available through Premier, Enterprise and Ultimate and that all plans include AI SDR Agent Studio, but numeric prices are not published.","Package calculability is public; financial calculability is not.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","Premier","Not publicly stated","Not publicly stated","Premier, Enterprise and Ultimate plans; quote-gated","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Premier. AI packaging: Premier, Enterprise and Ultimate plans; quote-gated.","Criterion not passed.","AI packaging: Premier, Enterprise and Ultimate plans; quote-gated. Capability: Piper AI SDR Agent.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V035-qualified.md","2"
"V036","RB2B","ABM and GTM intelligence","RB2B AI","$0, $79, $149 and $199 platform tiers publicly displayed","Not publicly calculable for RB2B AI","Platform tiers and identity-resolution credits; AI mapping not established","1","0","0","0","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.rb2b.com/pricing","https://www.rb2b.com/","RB2B official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.rb2b.com/pricing","https://www.rb2b.com/","Official pricing publishes numeric platform tiers, but the selected RB2B AI capability is not mapped to a qualifying plan or AI-specific meter.","Official pricing publishes numeric platform tiers, but the selected RB2B AI capability is not mapped to a qualifying plan or AI-specific meter.","Identity-resolution credits were not treated as AI units.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Free platform plan; AI-eligible plan not established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0, $79, $149 and $199 platform tiers publicly displayed. Source: https://www.rb2b.com/pricing","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V036-rb2b.md","1"
"V037","Terminus","ABM and GTM intelligence","Terminus AI","No numeric public price","Not publicly calculable","Contact sales","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.ionic.io/","https://www.ionic.io/","Terminus official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.ionic.io/","","The official product has transitioned to Ionic branding and public pages describe account-based capabilities without a numeric standard price or AI economics.","The official product has transitioned to Ionic branding and public pages describe account-based capabilities without a numeric standard price or AI economics.","Brand transition is recorded; the frozen row is not replaced.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V037-terminus.md","0"
"V038","UserGems","ABM and GTM intelligence","UserGems AI Agents","$2,750/month Core ($33,000/year)","$36,000 first-year minimum including $3,000 implementation; $33,000 recurring annual plan","Annual package with record allowance and AI-agent skill set","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.usergems.com/pricing","https://www.usergems.com/product/ai-sdr","UserGems official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.usergems.com/pricing","https://www.usergems.com/product/ai-sdr","Official pricing displays Core at $2,750/month ($33,000/year), 30,000 records, 3 admin users, 20 end users, AI-agent skills, and a $3,000 implementation fee.","Official pricing displays Core at $2,750/month ($33,000/year), 30,000 records, 3 admin users, 20 end users, AI-agent skills, and a $3,000 implementation fee.","‘Records’ are the disclosed capacity unit tied to the AI-agent package; no public incremental record price is shown.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual commitment; monthly equivalent displayed","","","","","","","Core","20 end users / 3 admins included","12 months","AI Agents' skill set included in Core","Records","Records processed/held under the AI-agent package","30,000 records in Core","Not publicly disclosed","Criterion not passed","Public base price: $2,750/month Core ($33,000/year). Source: https://www.usergems.com/pricing","Minimum AI-eligible plan/access: Core. AI packaging: AI Agents' skill set included in Core.","Minimum commitment: 12 months; billing cadence: Annual commitment; monthly equivalent displayed; minimum AI access cost: $36,000 first-year minimum including $3,000 implementation; $33,000 recurring annual plan.","AI packaging: AI Agents' skill set included in Core. Capability: UserGems AI Agents.","AI billing unit or explicit no-meter basis: Records. Supporting language/value: Official pricing displays Core at $2,750/month ($33,000/year), 30,000 records, 3 admin users, 20 end users, AI-agent skills, and a $3,000 implementation fee.","Unit definition: Records processed/held under the AI-agent package.","Recurring allowance: 30,000 records in Core.","Criterion not passed.","Minimum AI access cost: $36,000 first-year minimum including $3,000 implementation; $33,000 recurring annual plan.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V038-usergems.md","8"
"V039","Warmly","ABM and GTM intelligence","AI Inbound Autopilot","$30,000/year for AI Inbound Autopilot (official comparison page); current modular pricing also shows products from $10,000/year","$30,000/year for the frozen principal AI Inbound Autopilot basis","Annual AI package with 10,000 monthly credits and unlimited AI Studio Agents","1","1","1","1","1","0","1","0","1","0","7","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.warmly.ai/p/pricing","https://www.warmly.ai/p/inbound-agent/ai-chatbot","Warmly official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.warmly.ai/p/pricing","https://www.warmly.ai/p/inbound-agent/ai-chatbot","Official Warmly materials disclose AI Inbound Autopilot from $30,000/year with 10,000 credits/month and unlimited AI Studio Agents; the current modular pricing page also publishes product-level annual starting prices.","Official Warmly materials disclose AI Inbound Autopilot from $30,000/year with 10,000 credits/month and unlimited AI Studio Agents; the current modular pricing page also publishes product-level annual starting prices.","Credit consumption is not publicly defined and top-up economics are absent, so C6/C8/C10 remain zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual; quarterly option on current modular page","","","","","","","AI Inbound Autopilot","Not stated","12 months for frozen basis","AI Inbound Autopilot / modular AI workers","Credits","Not publicly disclosed","10,000 credits/month; unlimited AI Studio Agents","Not publicly disclosed","Criterion not passed","Public base price: $30,000/year for AI Inbound Autopilot (official comparison page); current modular pricing also shows products from $10,000/year. Source: https://www.warmly.ai/p/pricing","Minimum AI-eligible plan/access: AI Inbound Autopilot. AI packaging: AI Inbound Autopilot / modular AI workers.","Minimum commitment: 12 months for frozen basis; billing cadence: Annual; quarterly option on current modular page; minimum AI access cost: $30,000/year for the frozen principal AI Inbound Autopilot basis.","AI packaging: AI Inbound Autopilot / modular AI workers. Capability: AI Inbound Autopilot.","AI billing unit or explicit no-meter basis: Credits. Supporting language/value: Official Warmly materials disclose AI Inbound Autopilot from $30,000/year with 10,000 credits/month and unlimited AI Studio Agents; the current modular pricing page also publishes product-level annual starting prices.","Criterion not passed.","Recurring allowance: 10,000 credits/month; unlimited AI Studio Agents.","Criterion not passed.","Minimum AI access cost: $30,000/year for the frozen principal AI Inbound Autopilot basis.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V039-warmly.md","7"
"V040","ZoomInfo","ABM and GTM intelligence","ZoomInfo Copilot","No numeric public price","Not publicly calculable","Custom package and quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.zoominfo.com/pricing","https://www.zoominfo.com/products/copilot","ZoomInfo official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.zoominfo.com/pricing","https://www.zoominfo.com/products/copilot","The official pricing experience lists Copilot within the product offering but directs buyers to contact sales rather than publishing a numeric entry cost.","The official pricing experience lists Copilot within the product offering but directs buyers to contact sales rather than publishing a numeric entry cost.","Package visibility earns plan and packaging evidence only; price fields remain unscored.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","ZoomInfo Copilot commercial package (custom quote)","Not publicly stated","Not publicly stated","Custom package and quote","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: ZoomInfo Copilot commercial package (custom quote). AI packaging: Custom package and quote.","Criterion not passed.","AI packaging: Custom package and quote. Capability: ZoomInfo Copilot.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V040-zoominfo.md","2"
"V041","Amplemarket","Sales intelligence and engagement","Duo Copilot","$600/month Startup, annual term; two users included","$7,200 for the 12-month Startup commitment","Included capability; no AI-specific meter","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.amplemarket.com/pricing","https://www.amplemarket.com/pricing","Amplemarket official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.amplemarket.com/pricing","","Startup publicly lists $600 per month on an annual term and includes Duo Copilot and AI intent signals.","Startup publicly lists $600 per month on an annual term and includes Duo Copilot and AI intent signals.","Contact and phone credits are data allowances, not proven AI usage units.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Monthly equivalent, annual commitment","","","","","","","Startup","Not publicly stated","12 months","Included capability; no AI-specific meter","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $600/month Startup, annual term; two users included. Source: https://www.amplemarket.com/pricing","Minimum AI-eligible plan/access: Startup. AI packaging: Included capability; no AI-specific meter.","Minimum commitment: 12 months; billing cadence: Monthly equivalent, annual commitment; minimum AI access cost: $7,200 for the 12-month Startup commitment.","AI packaging: Included capability; no AI-specific meter. Capability: Duo Copilot.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $7,200 for the 12-month Startup commitment.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V041-amplemarket.md","5"
"V042","Avoma","Sales intelligence and engagement","AI Meeting Assistant","$19 per recorder seat/month, billed annually","$19/month; $228 annual commitment for one recorder","Explicitly unlimited AI Meeting Assistant","1","1","1","1","1","1","1","1","1","1","10","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.avoma.com/pricing","https://www.avoma.com/pricing","Avoma Pricing","https://www.avoma.com/pricing","","Startup publicly lists $19 per recorder seat per month on annual billing and explicitly includes unlimited transcription, AI summaries and AI Meeting Assistant use.","The paid recorder plan explicitly lists unlimited real-time transcription, unlimited AI summary notes, and Ask Avoma.","Advanced conversation and revenue intelligence are separately priced add-ons, but the principal meeting assistant is fully calculable.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Per recorder seat/month, billed annually","","","","","","","Startup","Not publicly stated","12 months / annual commitment stated in public pricing","Explicitly unlimited AI Meeting Assistant","No separate AI meter","Explicit unlimited AI Meeting Assistant use","Unlimited","$0; no separate overage under the explicit unlimited offer","$0 under the displayed unlimited offer","Public base price: $19 per recorder seat/month, billed annually. Source: https://www.avoma.com/pricing","Minimum AI-eligible plan/access: Startup. AI packaging: Explicitly unlimited AI Meeting Assistant.","Minimum commitment: 12 months / annual commitment stated in public pricing; billing cadence: Per recorder seat/month, billed annually; minimum AI access cost: $19/month; $228 annual commitment for one recorder.","AI packaging: Explicitly unlimited AI Meeting Assistant. Capability: AI Meeting Assistant.","AI billing unit or explicit no-meter basis: No separate AI meter. Supporting language/value: The paid recorder plan explicitly lists unlimited real-time transcription, unlimited AI summary notes, and Ask Avoma.","Unit definition: Explicit unlimited AI Meeting Assistant use.","Recurring allowance: Unlimited.","Incremental/overage price: $0; no separate overage under the explicit unlimited offer.","Minimum AI access cost: $19/month; $228 annual commitment for one recorder.","Marginal AI usage cost: $0 under the displayed unlimited offer.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V042-avoma.md","10"
"V043","Clari","Sales intelligence and engagement","Clari Copilot and Revenue AI","No numeric public price","Not publicly calculable","Custom quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.clari.com/pricing/","https://www.clari.com/products/copilot/","Clari official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.clari.com/pricing/","https://www.clari.com/products/copilot/","Official Clari pages identify Copilot and Revenue AI within named offerings, but numeric pricing and usage economics are quote-gated.","Official Clari pages identify Copilot and Revenue AI within named offerings, but numeric pricing and usage economics are quote-gated.","Named capability packaging earns C2/C4 only; no minimum commitment can be calculated.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Clari Copilot / Revenue AI commercial offering (quote-gated)","Not publicly stated","Not publicly stated","Clari Copilot / Revenue AI named in commercial offering","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Clari Copilot / Revenue AI commercial offering (quote-gated). AI packaging: Clari Copilot / Revenue AI named in commercial offering.","Criterion not passed.","AI packaging: Clari Copilot / Revenue AI named in commercial offering. Capability: Clari Copilot and Revenue AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V043-clari.md","2"
"V044","Clay","Sales intelligence and engagement","Claygent","Free plan; paid Launch plan starts at $167/month","$0 on the free-forever plan","Included capability; plan meters use actions and data credits","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.clay.com/pricing","https://www.clay.com/pricing","Clay official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.clay.com/pricing","","Claygent is included and a permanent free plan exists; AI-specific metering is not explicit.","Claygent is included and a permanent free plan exists; AI-specific metering is not explicit.","General platform meters are not assumed to meter Claygent.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Free plan","","","","","","","Free","Not publicly stated","No paid commitment","Included capability; plan meters use actions and data credits","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: Free plan; paid Launch plan starts at $167/month. Source: https://www.clay.com/pricing","Minimum AI-eligible plan/access: Free. AI packaging: Included capability; plan meters use actions and data credits.","Minimum commitment: No paid commitment; billing cadence: Free plan; minimum AI access cost: $0 on the free-forever plan.","AI packaging: Included capability; plan meters use actions and data credits. Capability: Claygent.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0 on the free-forever plan.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V044-clay.md","5"
"V045","Copy.ai","Sales intelligence and engagement","GTM AI Workflows","$1,000/month for Growth; billed $12,000/year","$12,000 for the 12-month Growth commitment","20,000 workflow credits/month","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.copy.ai/prices","https://www.copy.ai/prices","Plans & Pricing | Copy.ai","https://www.copy.ai/prices","","Growth publicly lists $1,000 per month, 20,000 monthly workflow credits and defines credits as computational power used by workflow tasks.","Growth is $1,000/month billed annually and includes 20,000 workflow credits per month.","Additional credits are available through the sales team, but their public incremental price is not disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly equivalent, billed annually","","","","","","","Growth","Not publicly stated","12 months","20,000 workflow credits/month","Workflow credit","A workflow credit represents computational power used to execute tasks; consumption varies with task complexity","20,000 workflow credits/month","Extra credits can be added, but no exact public price is shown; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: $1,000/month for Growth; billed $12,000/year. Source: https://www.copy.ai/prices","Minimum AI-eligible plan/access: Growth. AI packaging: 20,000 workflow credits/month.","Minimum commitment: 12 months; billing cadence: Monthly equivalent, billed annually; minimum AI access cost: $12,000 for the 12-month Growth commitment.","AI packaging: 20,000 workflow credits/month. Capability: GTM AI Workflows.","AI billing unit or explicit no-meter basis: Workflow credit. Supporting language/value: Growth is $1,000/month billed annually and includes 20,000 workflow credits per month.","Unit definition: A workflow credit represents computational power used to execute tasks; consumption varies with task complexity.","Recurring allowance: 20,000 workflow credits/month.","Criterion not passed.","Minimum AI access cost: $12,000 for the 12-month Growth commitment.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V045-copy-ai.md","8"
"V046","Fathom","Sales intelligence and engagement","Instant AI call summaries","Free forever","$0","Explicitly unlimited recordings and summaries","1","1","1","1","1","1","1","1","1","1","10","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.fathom.ai/pricing","https://www.fathom.ai/pricing","Fathom Pricing","https://www.fathom.ai/pricing","","The free-forever individual plan publicly includes unlimited recordings, transcription and instant AI call summaries with no separate meter.","The free plan lists unlimited recordings and instant AI call summaries.","Some advanced summaries are limited or paid, but the named principal capability is explicitly unlimited.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Free plan","","","","","","","Free","Not publicly stated","No paid commitment on the public free plan","Explicitly unlimited recordings and summaries","No separate AI meter","Explicit unlimited recording and instant AI-summary use","Unlimited","$0; no separate overage under the explicit unlimited offer","$0 under the displayed unlimited offer","Public base price: Free forever. Source: https://www.fathom.ai/pricing","Minimum AI-eligible plan/access: Free. AI packaging: Explicitly unlimited recordings and summaries.","Minimum commitment: No paid commitment on the public free plan; billing cadence: Free plan; minimum AI access cost: $0.","AI packaging: Explicitly unlimited recordings and summaries. Capability: Instant AI call summaries.","AI billing unit or explicit no-meter basis: No separate AI meter. Supporting language/value: The free plan lists unlimited recordings and instant AI call summaries.","Unit definition: Explicit unlimited recording and instant AI-summary use.","Recurring allowance: Unlimited.","Incremental/overage price: $0; no separate overage under the explicit unlimited offer.","Minimum AI access cost: $0.","Marginal AI usage cost: $0 under the displayed unlimited offer.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V046-fathom.md","10"
"V047","Fireflies.ai","Sales intelligence and engagement","AI summaries and AskFred","Free forever","$0","Unlimited AI summaries; separate AI-credit allowance for advanced apps","1","1","1","1","1","1","0","1","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://fireflies.ai/pricing","https://fireflies.ai/pricing","Pricing & Plans | Fireflies.ai; AI Credits Pricing and Overview","https://fireflies.ai/pricing","https://guide.fireflies.ai/articles/2114151875-learn-about-ai-credits","The free-forever plan publicly includes unlimited transcription and unlimited AI summaries. The pricing page also quantifies AI credits for advanced AI features.","AI summaries are unlimited; advanced AskFred use consumes AI credits, with paid credit packs beginning at 50 credits for $5.","The principal capability is AI summaries; advanced AskFred/apps may have separate credit limits.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Free or per-seat monthly equivalent; AI-credit subscription monthly","","","","","","","Free","Not publicly stated","No paid commitment on the public free plan","Unlimited AI summaries; separate AI-credit allowance for advanced apps","AI summary (unmetered) and AI credit for advanced AskFred use","AskFred queries consume AI credits and the amount can vary by request; AI summaries are explicitly unlimited","Unlimited AI summaries; plan AI credits are one-time rather than recurring, so C7 changed to 0 for the composite capability","50 additional AI credits for $5/month; larger packages are also public","Not calculable for AskFred because credit consumption per query varies; C10 changed to 0","Public base price: Free forever. Source: https://fireflies.ai/pricing","Minimum AI-eligible plan/access: Free. AI packaging: Unlimited AI summaries; separate AI-credit allowance for advanced apps.","Minimum commitment: No paid commitment on the public free plan; billing cadence: Free or per-seat monthly equivalent; AI-credit subscription monthly; minimum AI access cost: $0.","AI packaging: Unlimited AI summaries; separate AI-credit allowance for advanced apps. Capability: AI summaries and AskFred.","AI billing unit or explicit no-meter basis: AI summary (unmetered) and AI credit for advanced AskFred use. Supporting language/value: AI summaries are unlimited; advanced AskFred use consumes AI credits, with paid credit packs beginning at 50 credits for $5.","Unit definition: AskFred queries consume AI credits and the amount can vary by request; AI summaries are explicitly unlimited.","Criterion not passed.","Incremental/overage price: 50 additional AI credits for $5/month; larger packages are also public.","Minimum AI access cost: $0.","Criterion not passed.","Priority: r2 score changed","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V047-fireflies-ai.md","10"
"V048","Gong","Sales intelligence and engagement","Gong Revenue AI","No numeric public price","Not publicly calculable","Per-user fee plus platform fee; values undisclosed","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.gong.io/pricing","https://www.gong.io/","Gong official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.gong.io/pricing","https://www.gong.io/","Official pricing describes a per-user licence and platform fee without numeric amounts.","Official pricing describes a per-user licence and platform fee without numeric amounts.","General commercial structure is documented, but AI packaging is not calculable.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","No public minimum AI-eligible plan identified","Not publicly stated","Not publicly stated","Per-user fee plus platform fee; values undisclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V048-gong.md","0"
"V049","Instantly","Sales intelligence and engagement","AI Sales Agent","$94/month Starter bundle","$94/month","1,500 Instantly credits/month","1","1","1","1","1","1","1","1","1","0","9","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://instantly.ai/pricing","https://instantly.ai/pricing","Pricing - Plans for Outreach, Leads, and CRM; AI Sales Agent; Instantly Credit System","https://instantly.ai/pricing","https://help.instantly.ai/en/articles/14299661-ai-sales-agent","The Starter bundle publicly lists $94 per month, 1,500 credits and AI Sales Agent access. Separate credit packages are publicly priced.","Starter includes 1,500 monthly Instantly Credits and AI Sales Agent; the agent costs 5 credits per generated lead.","The page does not define how one AI-agent task consumes credits, so the marginal task cost remains uncalculable.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Starter bundle","Not publicly stated","One billing period; commitment calculable from displayed public price","1,500 Instantly credits/month","Instantly Credit","AI Sales Agent consumes 5 Instantly Credits per generated lead.","1,500 Instantly Credits/month in Starter","Credit plans start at $47/month for 1,500 credits; a 50,000-credit add-on is $425/month on eligible tiers","No single universal marginal lead price because additional credits are sold in plan/add-on blocks; C10 remains 0.","Public base price: $94/month Starter bundle. Source: https://instantly.ai/pricing","Minimum AI-eligible plan/access: Starter bundle. AI packaging: 1,500 Instantly credits/month.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly; minimum AI access cost: $94/month.","AI packaging: 1,500 Instantly credits/month. Capability: AI Sales Agent.","AI billing unit or explicit no-meter basis: Instantly Credit. Supporting language/value: Starter includes 1,500 monthly Instantly Credits and AI Sales Agent; the agent costs 5 credits per generated lead.","AI Sales Agent consumes 5 Instantly Credits per generated lead. Source: https://help.instantly.ai/en/articles/11381241-instantly-credit-system","Recurring allowance: 1,500 Instantly Credits/month in Starter.","Incremental/overage price: Credit plans start at $47/month for 1,500 credits; a 50,000-credit add-on is $425/month on eligible tiers.","Minimum AI access cost: $94/month.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V049-instantly.md","8"
"V050","Lavender","Sales intelligence and engagement","Lavender AI Email Coach","$0 entry for Email Coach; paid plans also displayed","$0 for the selected Lavender AI Email Coach","Freemium plan; AI Email Coach is the principal capability","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.lavender.ai/pricing","https://www.lavender.ai/","Lavender official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.lavender.ai/pricing","https://www.lavender.ai/","Official pricing allows users to start Lavender's Email Coach for free and maps the selected AI coaching capability to that entry path.","Official pricing allows users to start Lavender's Email Coach for free and maps the selected AI coaching capability to that entry path.","Lavender Ora's separate $500 agent price was not substituted for the frozen principal capability.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Free entry; paid monthly/annual options","","","","","","","Free","1","None","AI Email Coach available on free entry plan","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0 entry for Email Coach; paid plans also displayed. Source: https://www.lavender.ai/pricing","Minimum AI-eligible plan/access: Free. AI packaging: AI Email Coach available on free entry plan.","Minimum commitment: None; billing cadence: Free entry; paid monthly/annual options; minimum AI access cost: $0 for the selected Lavender AI Email Coach.","AI packaging: AI Email Coach available on free entry plan. Capability: Lavender AI Email Coach.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0 for the selected Lavender AI Email Coach.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V050-lavender.md","5"
"V051","Lemlist","Sales intelligence and engagement","AI sequence and email generation","$69/month or $55/month equivalent billed annually","$69 month-to-month or $660/year at annual equivalent","Plan subscription; AI-powered outbound included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.lemlist.com/pricing","https://www.lemlist.com/","Lemlist official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.lemlist.com/pricing","https://www.lemlist.com/","Official pricing displays $69 monthly and $55/month on annual billing and states AI-powered outbound capabilities are included in the plan.","Official pricing displays $69 monthly and $55/month on annual billing and states AI-powered outbound capabilities are included in the plan.","No AI-specific billing unit, quantified allowance, or marginal AI price is published.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly or annual","","","","","","","Email Pro / lowest displayed AI-enabled plan","1","1 month","AI sequence/email generation included","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $69/month or $55/month equivalent billed annually. Source: https://www.lemlist.com/pricing","Minimum AI-eligible plan/access: Email Pro / lowest displayed AI-enabled plan. AI packaging: AI sequence/email generation included.","Minimum commitment: 1 month; billing cadence: Monthly or annual; minimum AI access cost: $69 month-to-month or $660/year at annual equivalent.","AI packaging: AI sequence/email generation included. Capability: AI sequence and email generation.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $69 month-to-month or $660/year at annual equivalent.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V051-lemlist.md","5"
"V052","Modjo","Sales intelligence and engagement","Modjo AI conversation intelligence","No numeric public price","Not publicly calculable","Enterprise quote","0","0","0","1","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.modjo.ai/pricing","https://www.modjo.ai/","Modjo official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.modjo.ai/pricing","https://www.modjo.ai/","Modjo markets AI conversation intelligence but does not publish a standard numeric entry cost or AI usage economics in the accessible audit.","Modjo markets AI conversation intelligence but does not publish a standard numeric entry cost or AI usage economics in the accessible audit.","","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated; pricing is quote-gated","","","","","","","No public minimum AI-eligible plan identified","Not publicly stated","Not publicly stated","Every Modjo subscription includes full access to all Modjo features; subscriptions are priced by recording licences.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Every subscription includes full access to all Modjo features. Source: https://www.modjo.ai/fr","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V052-modjo.md","0"
"V053","Otter.ai","Sales intelligence and engagement","Otter AI Chat and meeting workflows","Free Basic plan","$0","Monthly transcription minutes","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://otter.ai/pricing","https://otter.ai/pricing","Pricing | Otter.ai; Conversation, import, and app limits on the Basic free plan","https://otter.ai/pricing","https://help.otter.ai/hc/en-us/articles/360047538094-Conversation-import-and-app-limits-on-the-Basic-free-plan","Basic is free and includes AI Chat, AI meeting workflows and 300 monthly transcription minutes. Paid plans publish larger or unlimited meeting allowances.","Basic includes AI Chat, AI meeting workflows, and 300 monthly transcription minutes.","The public page does not disclose a standard overage or marginal AI-usage price.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Free plan","","","","","","","Basic","Not publicly stated","No paid commitment on the public free plan","Monthly transcription minutes","Transcription minute","One minute of audio/video transcribed; the monthly limit counts transcription time","300 transcription minutes/month on Basic","No standard public minute overage; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: Free Basic plan. Source: https://otter.ai/pricing","Minimum AI-eligible plan/access: Basic. AI packaging: Monthly transcription minutes.","Minimum commitment: No paid commitment on the public free plan; billing cadence: Free plan; minimum AI access cost: $0.","AI packaging: Monthly transcription minutes. Capability: Otter AI Chat and meeting workflows.","AI billing unit or explicit no-meter basis: Transcription minute. Supporting language/value: Basic includes AI Chat, AI meeting workflows, and 300 monthly transcription minutes.","Unit definition: One minute of audio/video transcribed; the monthly limit counts transcription time.","Recurring allowance: 300 transcription minutes/month on Basic.","Criterion not passed.","Minimum AI access cost: $0.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V053-otter-ai.md","8"
"V054","Outreach","Sales intelligence and engagement","Kaia and Outreach AI","No numeric public platform price","Not publicly calculable","Quote-based plan with included AI credits","0","1","0","1","1","0","1","0","0","0","4","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.outreach.io/pricing","https://www.outreach.io/platform/ai","Outreach official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.outreach.io/pricing","https://www.outreach.io/platform/ai","Official Outreach materials publish 25,000 AI credits for Amplify Core, 50,000 for Plus and 100,000 for Pro while plan prices remain contact-led.","Official Outreach materials publish 25,000 AI credits for Amplify Core, 50,000 for Plus and 100,000 for Pro while plan prices remain contact-led.","The public page does not define credit consumption or publish incremental credit pricing, so C6/C8/C10 remain zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Amplify Core","Not publicly stated","Not publicly stated","Amplify tiers with included AI-credit allowances","AI credits","Not publicly disclosed","Core 25,000; Plus 50,000; Pro 100,000 (period as displayed by vendor)","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Amplify Core. AI packaging: Amplify tiers with included AI-credit allowances.","Criterion not passed.","AI packaging: Amplify tiers with included AI-credit allowances. Capability: Kaia and Outreach AI.","AI billing unit or explicit no-meter basis: AI credits. Supporting language/value: Official Outreach materials publish 25,000 AI credits for Amplify Core, 50,000 for Plus and 100,000 for Pro while plan prices remain contact-led.","Criterion not passed.","Recurring allowance: Core 25,000; Plus 50,000; Pro 100,000 (period as displayed by vendor).","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V054-outreach.md","4"
"V055","People.ai","Sales intelligence and engagement","People.ai Revenue Intelligence AI","No numeric public price","Not publicly calculable","Contact sales","0","0","0","0","0","0","0","0","0","0","0","Not publicly calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.people.ai/pricing","https://www.people.ai/","People.ai official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.people.ai/pricing","https://www.people.ai/","Official People.ai pages describe AI revenue intelligence but do not publish a numeric standard price, minimum AI plan, allowance, or marginal usage price.","Official People.ai pages describe AI revenue intelligence but do not publish a numeric standard price, minimum AI plan, allowance, or marginal usage price.","No plan-level evidence was available to award C2 or C4 conservatively.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V055-people-ai.md","0"
"V056","Regie.ai","Sales intelligence and engagement","RegieOne AI agents","$180/user/month for AI SEP on annual contract","$21,600/year: 10-seat minimum × $180 × 12","Annual per-seat plan with AI and enrichment credits","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.regie.ai/pricing","https://www.regie.ai/","Regie.ai official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.regie.ai/pricing","https://www.regie.ai/","Official pricing displays AI SEP at $180 per user/month on an annual contract with a 10-seat minimum and 120,000 AI + enrichment credits, described as sufficient for 1,000 accounts or 4,000 contacts.","Official pricing displays AI SEP at $180 per user/month on an annual contract with a 10-seat minimum and 120,000 AI + enrichment credits, described as sufficient for 1,000 accounts or 4,000 contacts.","AI and enrichment are pooled in one allowance; no public overage price or marginal AI credit price is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual contract; monthly rate displayed","","","","","","","AI SEP","10","12 months","AI sales engagement platform plan","AI + enrichment credits","Allowance translated by vendor to 1,000 accounts or 4,000 contacts","120,000 AI + enrichment credits per disclosed plan allowance","Not publicly disclosed","Criterion not passed","Public base price: $180/user/month for AI SEP on annual contract. Source: https://www.regie.ai/pricing","Minimum AI-eligible plan/access: AI SEP. AI packaging: AI sales engagement platform plan.","Minimum commitment: 12 months; billing cadence: Annual contract; monthly rate displayed; minimum AI access cost: $21,600/year: 10-seat minimum × $180 × 12.","AI packaging: AI sales engagement platform plan. Capability: RegieOne AI agents.","AI billing unit or explicit no-meter basis: AI + enrichment credits. Supporting language/value: Official pricing displays AI SEP at $180 per user/month on an annual contract with a 10-seat minimum and 120,000 AI + enrichment credits, described as sufficient for 1,000 accounts or 4,000 contacts.","Unit definition: Allowance translated by vendor to 1,000 accounts or 4,000 contacts.","Recurring allowance: 120,000 AI + enrichment credits per disclosed plan allowance.","Criterion not passed.","Minimum AI access cost: $21,600/year: 10-seat minimum × $180 × 12.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V056-regie-ai.md","8"
"V057","Reply.io","Sales intelligence and engagement","Jason AI SDR","$500/month AI SDR Starter, billed annually","$500/month; $6,000 annual commitment","1,000 active contacts","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://reply.io/pricing/","https://reply.io/pricing/","Crush your sales quota with Reply | Reply Pricing","https://reply.io/pricing/","","Official pricing lists Jason AI SDR from $500 per month on annual billing for 1,000 active contacts and defines an active contact.","AI SDR Starter is $500/month billed annually for 1,000 active contacts; an active contact is a unique contact sent one first-step email plus unlimited follow-ups in the month.","Higher tiers are public, but a marginal overage or per-contact top-up price is not disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly equivalent, billed annually","","","","","","","AI SDR Starter","Not publicly stated","12 months / annual commitment stated in public pricing","1,000 active contacts","Active contact per month","Unique contact that can receive one first-step email and unlimited follow-ups during the month","1,000 active contacts/month on AI SDR Starter","No public per-contact overage or top-up price; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: $500/month AI SDR Starter, billed annually. Source: https://reply.io/pricing/","Minimum AI-eligible plan/access: AI SDR Starter. AI packaging: 1,000 active contacts.","Minimum commitment: 12 months / annual commitment stated in public pricing; billing cadence: Monthly equivalent, billed annually; minimum AI access cost: $500/month; $6,000 annual commitment.","AI packaging: 1,000 active contacts. Capability: Jason AI SDR.","AI billing unit or explicit no-meter basis: Active contact per month. Supporting language/value: AI SDR Starter is $500/month billed annually for 1,000 active contacts; an active contact is a unique contact sent one first-step email plus unlimited follow-ups in the month.","Unit definition: Unique contact that can receive one first-step email and unlimited follow-ups during the month.","Recurring allowance: 1,000 active contacts/month on AI SDR Starter.","Criterion not passed.","Minimum AI access cost: $500/month; $6,000 annual commitment.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V057-reply-io.md","8"
"V058","Salesloft","Sales intelligence and engagement","Rhythm and Salesloft AI","No numeric public price","Not publicly calculable","Custom quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.salesloft.com/pricing","https://www.salesloft.com/platform/ai","Salesloft official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.salesloft.com/pricing","https://www.salesloft.com/platform/ai","Official Salesloft pages identify Rhythm and Salesloft AI within named platform packaging but do not publish numeric entry pricing or AI usage economics.","Official Salesloft pages identify Rhythm and Salesloft AI within named platform packaging but do not publish numeric entry pricing or AI usage economics.","Commercial packaging is visible; financial terms remain contact-led.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Salesloft platform with Rhythm / Salesloft AI (quote-gated)","Not publicly stated","Not publicly stated","AI access/packaging identified in official evidence summary: Official Salesloft pages identify Rhythm and Salesloft AI within named platform packaging but do not publish numeric entry pricing or AI usage economics.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Salesloft platform with Rhythm / Salesloft AI (quote-gated). AI packaging: AI access/packaging identified in official evidence summary: Official Salesloft pages identify Rhythm and Salesloft AI within named platform packaging but do not publish numeric entry pricing or AI usage economics..","Criterion not passed.","AI packaging: AI access/packaging identified in official evidence summary: Official Salesloft pages identify Rhythm and Salesloft AI within named platform packaging but do not publish numeric entry pricing or AI usage economics.. Capability: Rhythm and Salesloft AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V058-salesloft.md","2"
"V059","Smartlead","Sales intelligence and engagement","Smartlead AI-assisted outreach","$39/month base plan","$39/month for the lowest displayed plan including AI-assisted tools","Monthly platform subscription; AI tools included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.smartlead.ai/pricing","https://www.smartlead.ai/","Smartlead official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.smartlead.ai/pricing","https://www.smartlead.ai/","Official pricing displays a $39 monthly base plan and includes AI-assisted outreach functionality in the product offering.","Official pricing displays a $39 monthly base plan and includes AI-assisted outreach functionality in the product offering.","No AI-specific meter, allowance, overage price, or marginal AI cost is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Base","Not stated","1 month","AI-assisted outreach included","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $39/month base plan. Source: https://www.smartlead.ai/pricing","Minimum AI-eligible plan/access: Base. AI packaging: AI-assisted outreach included.","Minimum commitment: 1 month; billing cadence: Monthly; minimum AI access cost: $39/month for the lowest displayed plan including AI-assisted tools.","AI packaging: AI-assisted outreach included. Capability: Smartlead AI-assisted outreach.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $39/month for the lowest displayed plan including AI-assisted tools.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V059-smartlead.md","5"
"V060","tl;dv","Sales intelligence and engagement","AI meeting notes and reports","$0 Free plan","$0 for limited automatic AI notes, prompts and reports","Freemium; lifetime AI limits on free plan, paid upgrade for unlimited summaries","1","1","1","1","1","1","0","0","1","0","7","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://tldv.io/pricing/","https://intercom.help/tldv/en/articles/8965525-what-are-the-ai-limits-on-the-free-plan","tl;dv official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://tldv.io/pricing/","https://intercom.help/tldv/en/articles/8965525-what-are-the-ai-limits-on-the-free-plan","Official help/pricing states the free plan provides full automatic AI notes for the first 10 meetings, then the first 10 minutes per meeting, plus 10 AI prompts and 10 AI reports; Pro starts from $18/month and unlocks unlimited AI summaries.","Official help/pricing states the free plan provides full automatic AI notes for the first 10 meetings, then the first 10 minutes per meeting, plus 10 AI prompts and 10 AI reports; Pro starts from $18/month and unlocks unlimited AI summaries.","The listed free allowances are lifetime rather than recurring, so C7 is zero; a plan upgrade is not a marginal overage price, so C8/C10 are zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Free; paid monthly/annual options","","","","","","","Free","1","None","AI meeting notes/reports included with lifetime free limits","Meetings, meeting minutes, AI prompts, AI reports","Vendor describes full notes by meeting count, then minutes; prompts/reports are discrete actions","First 10 meetings; thereafter first 10 minutes per meeting; 10 AI prompts and 10 AI reports (lifetime)","Not publicly disclosed","Criterion not passed","Public base price: $0 Free plan. Source: https://tldv.io/pricing/","Minimum AI-eligible plan/access: Free. AI packaging: AI meeting notes/reports included with lifetime free limits.","Minimum commitment: None; billing cadence: Free; paid monthly/annual options; minimum AI access cost: $0 for limited automatic AI notes, prompts and reports.","AI packaging: AI meeting notes/reports included with lifetime free limits. Capability: AI meeting notes and reports.","AI billing unit or explicit no-meter basis: Meetings, meeting minutes, AI prompts, AI reports. Supporting language/value: Official help/pricing states the free plan provides full automatic AI notes for the first 10 meetings, then the first 10 minutes per meeting, plus 10 AI prompts and 10 AI reports; Pro starts from $18/month and unlocks unlimited AI summaries.","Unit definition: Vendor describes full notes by meeting count, then minutes; prompts/reports are discrete actions.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0 for limited automatic AI notes, prompts and reports.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V060-tl-dv.md","7"
"V061","Adobe Customer Journey Analytics","Marketing analytics and attribution","AI Assistant for CJA","No numeric public CJA price","Not publicly calculable","Enterprise quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://business.adobe.com/products/customer-journey-analytics/pricing.html","https://business.adobe.com/products/customer-journey-analytics/ai-assistant.html","Adobe Customer Journey Analytics official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://business.adobe.com/products/customer-journey-analytics/pricing.html","https://business.adobe.com/products/customer-journey-analytics/ai-assistant.html","Official Adobe pages identify AI Assistant for Customer Journey Analytics and provide a pricing contact path without a numeric standard entry price.","Official Adobe pages identify AI Assistant for Customer Journey Analytics and provide a pricing contact path without a numeric standard entry price.","No public minimum commitment or usage economics are established.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Adobe Customer Journey Analytics with AI Assistant (quote-gated)","Not publicly stated","Not publicly stated","AI access/packaging identified in official evidence summary: Official Adobe pages identify AI Assistant for Customer Journey Analytics and provide a pricing contact path without a numeric standard entry price.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Adobe Customer Journey Analytics with AI Assistant (quote-gated). AI packaging: AI access/packaging identified in official evidence summary: Official Adobe pages identify AI Assistant for Customer Journey Analytics and provide a pricing contact path without a numeric standard entry price..","Criterion not passed.","AI packaging: AI access/packaging identified in official evidence summary: Official Adobe pages identify AI Assistant for Customer Journey Analytics and provide a pricing contact path without a numeric standard entry price.. Capability: AI Assistant for CJA.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V061-adobe-customer-journey-analytics.md","2"
"V062","Amplitude","Marketing analytics and attribution","Amplitude AI Agents","Free plan, $0, with no time limit","$0","Explicitly included and unlimited AI Agents","1","1","1","1","1","1","1","1","1","1","10","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://amplitude.com/pricing","https://amplitude.com/pricing","Amplitude Pricing","https://amplitude.com/pricing","","Official pricing says AI Agents are included and unlimited, including on the permanent free plan.","The pricing page states that AI Agents are unlimited, including on the permanent free plan.","Unlimited status applies only to the named capability.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Permanent free plan","","","","","","","Free","Not publicly stated","No paid commitment on the public free plan","Explicitly included and unlimited AI Agents","No separate AI meter","Explicit unlimited AI Agent use","Unlimited","$0; no separate overage under the explicit unlimited offer","$0 under the displayed unlimited offer","Public base price: Free plan, $0, with no time limit. Source: https://amplitude.com/pricing","Minimum AI-eligible plan/access: Free. AI packaging: Explicitly included and unlimited AI Agents.","Minimum commitment: No paid commitment on the public free plan; billing cadence: Permanent free plan; minimum AI access cost: $0.","AI packaging: Explicitly included and unlimited AI Agents. Capability: Amplitude AI Agents.","AI billing unit or explicit no-meter basis: No separate AI meter. Supporting language/value: The pricing page states that AI Agents are unlimited, including on the permanent free plan.","Unit definition: Explicit unlimited AI Agent use.","Recurring allowance: Unlimited.","Incremental/overage price: $0; no separate overage under the explicit unlimited offer.","Minimum AI access cost: $0.","Marginal AI usage cost: $0 under the displayed unlimited offer.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V062-amplitude.md","10"
"V063","AppsFlyer","Marketing analytics and attribution","AppsFlyer AI Assistant","$0 Zero plan and public Growth pay-as-you-go platform pricing","Not publicly calculable for AppsFlyer AI Assistant","Platform pricing public; AI Assistant plan mapping absent","1","0","0","0","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.appsflyer.com/pricing/","https://www.appsflyer.com/products/ai/","AppsFlyer official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.appsflyer.com/pricing/","https://www.appsflyer.com/products/ai/","Official pricing publishes free and pay-as-you-go platform options, but the selected AI Assistant is not mapped to a lowest qualifying plan or AI meter.","Official pricing publishes free and pay-as-you-go platform options, but the selected AI Assistant is not mapped to a lowest qualifying plan or AI meter.","Platform pricing alone earns C1; no AI eligibility is inferred.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD / region-dependent","Free and usage-based options","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0 Zero plan and public Growth pay-as-you-go platform pricing. Source: https://www.appsflyer.com/pricing/","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V063-appsflyer.md","1"
"V064","Contentsquare","Marketing analytics and attribution","Sense AI","$0 free entry plan","Not publicly calculable for Sense AI","Freemium platform; AI capability documented without plan mapping","1","0","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://contentsquare.com/pricing/","https://contentsquare.com/platform/sense/","Contentsquare official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://contentsquare.com/pricing/","https://contentsquare.com/platform/sense/","Official pages provide a free platform entry and describe Sense AI as the intelligence layer across the platform.","Official pages provide a free platform entry and describe Sense AI as the intelligence layer across the platform.","The captured public evidence does not identify the lowest Sense AI-eligible plan or a minimum AI commitment.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD / not applicable for free","Free entry","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Sense AI presented as platform-wide capability","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0 free entry plan. Source: https://contentsquare.com/pricing/","Criterion not passed.","Criterion not passed.","AI packaging: Sense AI presented as platform-wide capability. Capability: Sense AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V064-contentsquare.md","2"
"V065","Domo","Marketing analytics and attribution","Domo.AI","No stable numeric standard plan price; free trial available","Not publicly calculable","Custom credit pricing; credits consumed by platform workloads including ML inference","0","1","0","1","1","1","0","0","0","0","4","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.domo.com/pricing","https://www.domo.com/product/ai","Domo official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.domo.com/pricing","https://www.domo.com/product/ai","Official pricing describes custom credit consumption, and Domo.AI materials connect machine-learning inference and AI workflows to the platform.","Official pricing describes custom credit consumption, and Domo.AI materials connect machine-learning inference and AI workflows to the platform.","No numeric credit price, minimum credit commitment, recurring allowance, or overage price is publicly disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Domo platform with Domo.AI (custom-credit pricing)","Not publicly stated","Not publicly stated","Domo.AI within credit-based platform","Domo credits","Official terms define AI chat requests, AI operations, and model-token processing with explicit credit rates.","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Domo platform with Domo.AI (custom-credit pricing). AI packaging: Domo.AI within credit-based platform.","Criterion not passed.","AI packaging: Domo.AI within credit-based platform. Capability: Domo.AI.","AI billing unit or explicit no-meter basis: Domo credits. Supporting language/value: Official pricing describes custom credit consumption, and Domo.AI materials connect machine-learning inference and AI workflows to the platform.","Official consumption terms define 0.2 credits per AI chat request, 0.01 credits per AI operation, and model processing per million tokens. Source: https://www.domo.com/consumption-terms","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V065-domo.md","4"
"V066","Dreamdata","Marketing analytics and attribution","Dreamdata AI Chat","$0 Free plan","$0 for Dreamdata AI Chat on the free entry path","Freemium plan; AI Chat included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://dreamdata.io/pricing","https://dreamdata.io/product/ai-chat","Dreamdata official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://dreamdata.io/pricing","https://dreamdata.io/product/ai-chat","Official pricing displays a Free plan and maps Dreamdata AI Chat to public product access.","Official pricing displays a Free plan and maps Dreamdata AI Chat to public product access.","No AI-specific usage unit, recurring allowance, or incremental price is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD / free","Free","","","","","","","Free","Not stated","None","AI Chat included","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0 Free plan. Source: https://dreamdata.io/pricing","Minimum AI-eligible plan/access: Free. AI packaging: AI Chat included.","Minimum commitment: None; billing cadence: Free; minimum AI access cost: $0 for Dreamdata AI Chat on the free entry path.","AI packaging: AI Chat included. Capability: Dreamdata AI Chat.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0 for Dreamdata AI Chat on the free entry path.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V066-dreamdata.md","5"
"V067","Fullstory","Marketing analytics and attribution","StoryAI","No numeric public price","Not publicly calculable","Quote-based plans; StoryAI mapped to Advanced/Enterprise","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.fullstory.com/pricing/","https://help.fullstory.com/hc/en-us/articles/20709839872535-StoryAI-Session-Summaries","Fullstory official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.fullstory.com/pricing/","https://help.fullstory.com/hc/en-us/articles/20709839872535-StoryAI-Session-Summaries","Official Fullstory documentation maps StoryAI Session Summaries to Advanced and Enterprise and presents StoryAI Premium separately, while plan prices remain quote-gated.","Official Fullstory documentation maps StoryAI Session Summaries to Advanced and Enterprise and presents StoryAI Premium separately, while plan prices remain quote-gated.","Plan identity and packaging are public, but the minimum financial commitment and AI usage economics are not.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Advanced (for Session Summaries)","Not publicly stated","Not publicly stated","StoryAI Session Summaries in Advanced/Enterprise; Premium option separate","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Advanced (for Session Summaries). AI packaging: StoryAI Session Summaries in Advanced/Enterprise; Premium option separate.","Criterion not passed.","AI packaging: StoryAI Session Summaries in Advanced/Enterprise; Premium option separate. Capability: StoryAI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V067-fullstory.md","2"
"V068","Funnel","Marketing analytics and attribution","Funnel AI","$300/month Starter billed annually; AI-eligible Digital Measurement example $2,250/month billed annually","$27,000/year for the displayed Digital Measurement package that includes automated AI insights","Annual subscription; AI insights included in qualifying package","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://funnel.io/pricing","https://funnel.io/pricing","Funnel official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://funnel.io/pricing","","Official pricing displays Starter at $300/month annually and an estimated Digital Measurement package at $2,250/month annually that includes automated AI insights.","Official pricing displays Starter at $300/month annually and an estimated Digital Measurement package at $2,250/month annually that includes automated AI insights.","The page is calculator-driven and values can vary by configuration; the recorded example is frozen as the reproducible scoring basis.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual billing","","","","","","","Displayed Digital Measurement configuration","Not stated","12 months","Automated AI insights included in qualifying measurement package","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $300/month Starter billed annually; AI-eligible Digital Measurement example $2,250/month billed annually. Source: https://funnel.io/pricing","Minimum AI-eligible plan/access: Displayed Digital Measurement configuration. AI packaging: Automated AI insights included in qualifying measurement package.","Minimum commitment: 12 months; billing cadence: Annual billing; minimum AI access cost: $27,000/year for the displayed Digital Measurement package that includes automated AI insights.","AI packaging: Automated AI insights included in qualifying measurement package. Capability: Funnel AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $27,000/year for the displayed Digital Measurement package that includes automated AI insights.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V068-funnel.md","5"
"V069","Heap","Marketing analytics and attribution","Heap AI / Illuminate","$0 Free plan","Growth is the first identified plan with AI Assistant; numeric price not reproducibly public","Freemium platform; AI Assistant in higher plan","1","1","0","1","0","0","0","0","0","0","3","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.heap.io/pricing","https://www.heap.io/ai","Heap official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.heap.io/pricing","https://www.heap.io/ai","Official pricing publishes a Free platform plan and maps AI Assistant/Illuminate to Growth, but a stable public Growth price was not captured.","Official pricing publishes a Free platform plan and maps AI Assistant/Illuminate to Growth, but a stable public Growth price was not captured.","A dynamic calculator result was not used without a reproducible frozen configuration.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD / free","Free entry; paid quote/calculator","","","","","","","Growth","Not publicly stated","Not publicly stated","AI Assistant / Illuminate mapped to Growth","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $0 Free plan. Source: https://www.heap.io/pricing","Minimum AI-eligible plan/access: Growth. AI packaging: AI Assistant / Illuminate mapped to Growth.","Criterion not passed.","AI packaging: AI Assistant / Illuminate mapped to Growth. Capability: Heap AI / Illuminate.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V069-heap.md","3"
"V070","HockeyStack","Marketing analytics and attribution","Odin / GTM Intelligence","No numeric public price","Not publicly calculable","Custom quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.hockeystack.com/pricing","https://www.hockeystack.com/odin","HockeyStack official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.hockeystack.com/pricing","https://www.hockeystack.com/odin","Official HockeyStack pages identify Odin/GTM Intelligence as a named AI offering and route pricing through sales.","Official HockeyStack pages identify Odin/GTM Intelligence as a named AI offering and route pricing through sales.","No public numeric commitment or AI usage economics.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Odin / GTM Intelligence commercial offering (quote-gated)","Not publicly stated","Not publicly stated","AI access/packaging identified in official evidence summary: Official HockeyStack pages identify Odin/GTM Intelligence as a named AI offering and route pricing through sales.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Odin / GTM Intelligence commercial offering (quote-gated). AI packaging: AI access/packaging identified in official evidence summary: Official HockeyStack pages identify Odin/GTM Intelligence as a named AI offering and route pricing through sales..","Criterion not passed.","AI packaging: AI access/packaging identified in official evidence summary: Official HockeyStack pages identify Odin/GTM Intelligence as a named AI offering and route pricing through sales.. Capability: Odin / GTM Intelligence.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V070-hockeystack.md","2"
"V071","Improvado","Marketing analytics and attribution","AI Agent","No numeric public price","Not publicly calculable","Quote-based platform; AI Agent available as an add-on across plans","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://improvado.io/pricing","https://improvado.io/ai-agent","Improvado official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://improvado.io/pricing","https://improvado.io/ai-agent","Official pricing describes AI Agent availability as an add-on across plans but does not publish numeric plan or add-on pricing.","Official pricing describes AI Agent availability as an add-on across plans but does not publish numeric plan or add-on pricing.","Availability across plans identifies eligibility/packaging, not minimum cost.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","AI Agent add-on, available across Improvado plans","Not publicly stated","Not publicly stated","AI Agent add-on available across plans","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: AI Agent add-on, available across Improvado plans. AI packaging: AI Agent add-on available across plans.","Criterion not passed.","AI packaging: AI Agent add-on available across plans. Capability: AI Agent.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V071-improvado.md","2"
"V072","Mixpanel","Marketing analytics and attribution","Mixpanel Agent","Free-forever plan; Growth starts at $0 before event overages","$0","Included in plan; AI-specific meter not publicly specified","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://mixpanel.com/pricing/","https://mixpanel.com/pricing/","Mixpanel official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://mixpanel.com/pricing/","","Mixpanel Agent appears in the plan table and the permanent free plan provides access.","Mixpanel Agent appears in the plan table and the permanent free plan provides access.","Included access is not treated as unlimited.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD (unless vendor locale differs)","Free plan","","","","","","","Free","Not publicly stated","No paid commitment","Included in plan; AI-specific meter not publicly specified","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: Free-forever plan; Growth starts at $0 before event overages. Source: https://mixpanel.com/pricing/","Minimum AI-eligible plan/access: Free. AI packaging: Included in plan; AI-specific meter not publicly specified.","Minimum commitment: No paid commitment; billing cadence: Free plan; minimum AI access cost: $0.","AI packaging: Included in plan; AI-specific meter not publicly specified. Capability: Mixpanel Agent.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $0.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V072-mixpanel.md","5"
"V073","Northbeam","Marketing analytics and attribution","Northbeam AI","$1,500/month Starter","$1,500/month, month-to-month","Monthly subscription; AI-powered measurement included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.northbeam.io/pricing","https://www.northbeam.io/","Northbeam official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.northbeam.io/pricing","https://www.northbeam.io/","Official pricing displays Starter at $1,500/month with month-to-month terms and maps AI-powered capabilities to the platform.","Official pricing displays Starter at $1,500/month with month-to-month terms and maps AI-powered capabilities to the platform.","No AI-specific meter, allowance, or marginal price is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Starter","Not stated","1 month","Northbeam AI included in platform","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $1,500/month Starter. Source: https://www.northbeam.io/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: Northbeam AI included in platform.","Minimum commitment: 1 month; billing cadence: Monthly; minimum AI access cost: $1,500/month, month-to-month.","AI packaging: Northbeam AI included in platform. Capability: Northbeam AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $1,500/month, month-to-month.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V073-northbeam.md","5"
"V074","Piwik PRO","Marketing analytics and attribution","Piwik PRO AI Assistant","€35/month Business; €366/month equivalent Enterprise on annual billing","Not publicly calculable for Piwik PRO AI Assistant","Public platform subscription; AI eligibility not mapped","1","0","0","0","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://piwik.pro/pricing/","https://piwik.pro/product/ai-assistant/","Piwik PRO official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://piwik.pro/pricing/","https://piwik.pro/product/ai-assistant/","Official pricing publishes Business and Enterprise platform prices, but the selected AI Assistant is not publicly mapped to a lowest qualifying plan.","Official pricing publishes Business and Enterprise platform prices, but the selected AI Assistant is not publicly mapped to a lowest qualifying plan.","No AI pricing criteria beyond platform price are awarded.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","EUR","Monthly / annual as displayed","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Not publicly established","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: €35/month Business; €366/month equivalent Enterprise on annual billing. Source: https://piwik.pro/pricing/","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V074-piwik-pro.md","1"
"V075","Qlik","Marketing analytics and attribution","Qlik Answers","No numeric public Qlik Answers price","Not publicly calculable","Standalone or packaged offering; contact sales","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.qlik.com/us/pricing","https://www.qlik.com/us/products/qlik-answers","Qlik official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.qlik.com/us/pricing","https://www.qlik.com/us/products/qlik-answers","Official Qlik pages identify Qlik Answers as a standalone or packaged AI product but require contact for numeric pricing.","Official Qlik pages identify Qlik Answers as a standalone or packaged AI product but require contact for numeric pricing.","No public minimum commitment or usage economics.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Qlik Answers standalone or packaged commercial offering (quote-gated)","Not publicly stated","Not publicly stated","Qlik Answers standalone or packaged product","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Qlik Answers standalone or packaged commercial offering (quote-gated). AI packaging: Qlik Answers standalone or packaged product.","Criterion not passed.","AI packaging: Qlik Answers standalone or packaged product. Capability: Qlik Answers.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V075-qlik.md","2"
"V076","Supermetrics","Marketing analytics and attribution","Supermetrics AI","$49/month Starter or $39/month equivalent billed annually","$49 month-to-month or $468/year at annual equivalent","Subscription with recurring AI-credit allowance","1","1","1","1","1","0","1","0","1","0","7","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://supermetrics.com/pricing","https://supermetrics.com/pricing","Supermetrics official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://supermetrics.com/pricing","","Official pricing displays Starter at $49 monthly or $39/month annually and includes 4,000 monthly AI credits; Growth lists 12,000 and Pro 18,000.","Official pricing displays Starter at $49 monthly or $39/month annually and includes 4,000 monthly AI credits; Growth lists 12,000 and Pro 18,000.","The public page does not define how an AI credit maps to a task or publish incremental credit pricing, so C6/C8/C10 remain zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly or annual","","","","","","","Starter","Not stated","1 month","Supermetrics AI included with plan-specific credits","AI credits","Not publicly disclosed","4,000/month Starter; 12,000 Growth; 18,000 Pro","Not publicly disclosed","Criterion not passed","Public base price: $49/month Starter or $39/month equivalent billed annually. Source: https://supermetrics.com/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: Supermetrics AI included with plan-specific credits.","Minimum commitment: 1 month; billing cadence: Monthly or annual; minimum AI access cost: $49 month-to-month or $468/year at annual equivalent.","AI packaging: Supermetrics AI included with plan-specific credits. Capability: Supermetrics AI.","AI billing unit or explicit no-meter basis: AI credits. Supporting language/value: Official pricing displays Starter at $49 monthly or $39/month annually and includes 4,000 monthly AI credits; Growth lists 12,000 and Pro 18,000.","Criterion not passed.","Recurring allowance: 4,000/month Starter; 12,000 Growth; 18,000 Pro.","Criterion not passed.","Minimum AI access cost: $49 month-to-month or $468/year at annual equivalent.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V076-supermetrics.md","7"
"V077","Tableau","Marketing analytics and attribution","Tableau Agent","$75/user/month for Tableau Server Standard Creator, billed annually","$900/year for one Tableau Server Standard Creator","Annual role-based licence; Agent available in Tableau Server Standard/Enterprise and Tableau Cloud+","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.tableau.com/pricing","https://www.tableau.com/products/tableau-agent","Tableau official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.tableau.com/pricing","https://www.tableau.com/products/tableau-agent","Official pricing publishes Enterprise Creator at $115/user/month billed annually and includes Tableau Agent capabilities in the Enterprise comparison; Cloud+ is separately contact-led.","Official pricing publishes Enterprise Creator at $115/user/month billed annually and includes Tableau Agent capabilities in the Enterprise comparison; Cloud+ is separately contact-led.","The precise minimum deployment and whether specific Agent actions consume Salesforce Data Cloud credits remain ambiguous; no AI unit or marginal price is scored.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual billing","","","","","","","Tableau Server Standard Creator","At least 1 Creator","12 months / annual billing","Tableau Agent is included in Tableau Server Standard and Enterprise; Tableau Cloud availability starts at Cloud+.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public Tableau Server Standard Creator price: $75/user/month billed annually. Source: https://www.tableau.com/pricing","Minimum identifiable route: Tableau Server Standard with one Creator; official comparison lists Tableau Agent in Server Standard and Enterprise.","Minimum commitment: one Creator at $75/month billed annually, or $900/year.","Official edition comparison explicitly maps Tableau Agent availability by Tableau edition.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $900/year for one Tableau Server Standard Creator.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V077-tableau.md","5"
"V078","ThoughtSpot","Marketing analytics and attribution","Spotter AI Agent","Pro starts at $50/user/month billed annually; 25-user minimum shown","$15,000/year minimum under the published Pro user range","25 Spotter queries per user/month; usage pricing from $0.10/query","1","1","1","1","1","1","1","1","1","1","10","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.thoughtspot.com/pricing","https://www.thoughtspot.com/product/spotter","ThoughtSpot Pricing","https://www.thoughtspot.com/pricing","https://www.thoughtspot.com/product/spotter","Official pricing maps Spotter to Pro, publishes $50 per user/month billed annually, a 25-user minimum, 25 queries per user/month and usage pricing starting at $0.10 per query.","Pro is $50/user/month billed annually with a 25-user minimum and 25 Spotter queries/user/month; usage pricing starts at $0.10/query.","Usage and user pricing are alternative models on the page; the report must explain the chosen minimum route.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Per user/month, billed annually; alternative usage pricing","","","","","","","Pro","Not publicly stated","12 months / annual commitment stated in public pricing","25 Spotter queries per user/month; usage pricing from $0.10/query","Spotter query","A natural-language question/query submitted to the Spotter AI analyst","25 Spotter queries per user per month","Usage pricing starts at $0.10 per query","Starts at $0.10 per additional query","Public base price: Pro starts at $50/user/month billed annually; 25-user minimum shown. Source: https://www.thoughtspot.com/pricing","Minimum AI-eligible plan/access: Pro. AI packaging: 25 Spotter queries per user/month; usage pricing from $0.10/query.","Minimum commitment: 12 months / annual commitment stated in public pricing; billing cadence: Per user/month, billed annually; alternative usage pricing; minimum AI access cost: $15,000/year minimum under the published Pro user range.","AI packaging: 25 Spotter queries per user/month; usage pricing from $0.10/query. Capability: Spotter AI Agent.","AI billing unit or explicit no-meter basis: Spotter query. Supporting language/value: Pro is $50/user/month billed annually with a 25-user minimum and 25 Spotter queries/user/month; usage pricing starts at $0.10/query.","Unit definition: A natural-language question/query submitted to the Spotter AI analyst.","Recurring allowance: 25 Spotter queries per user per month.","Incremental/overage price: Usage pricing starts at $0.10 per query.","Minimum AI access cost: $15,000/year minimum under the published Pro user range.","Marginal AI usage cost: Starts at $0.10 per additional query.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V078-thoughtspot.md","10"
"V079","Triple Whale","Marketing analytics and attribution","Moby AI","$219/month Foundation","$2,628 committed over 12 months at $219/month billing; annual prepay receives two months free","12-month subscription; Moby included with unquantified monthly usage allotment","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.triplewhale.com/pricing","https://www.triplewhale.com/pricing","Triple Whale official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.triplewhale.com/pricing","","Official pricing displays Foundation at $219/month, identifies Moby as the AI operator, and states every paid plan includes a monthly Moby usage allotment sized to the business.","Official pricing displays Foundation at $219/month, identifies Moby as the AI operator, and states every paid plan includes a monthly Moby usage allotment sized to the business.","The allotment is not quantified and no discrete usage unit or overage price is defined; therefore C5-C8/C10 remain zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","12-month subscription; billed monthly or annually","","","","","","","Foundation","Unlimited users","12 months","Moby included in Foundation and above","Not publicly disclosed","Not publicly disclosed","Monthly Moby usage allotment is stated but not quantified","Not publicly disclosed","Criterion not passed","Public base price: $219/month Foundation. Source: https://www.triplewhale.com/pricing","Minimum AI-eligible plan/access: Foundation. AI packaging: Moby included in Foundation and above.","Minimum commitment: 12 months; billing cadence: 12-month subscription; billed monthly or annually; minimum AI access cost: $2,628 committed over 12 months at $219/month billing; annual prepay receives two months free.","AI packaging: Moby included in Foundation and above. Capability: Moby AI.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $2,628 committed over 12 months at $219/month billing; annual prepay receives two months free.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V079-triple-whale.md","5"
"V080","Twilio Segment","Marketing analytics and attribution","CustomerAI Predictions","No numeric public AI Predictions add-on price","Not publicly calculable","Customer Data Pipeline add-on; contact sales","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://segment.com/pricing/","https://segment.com/product/customerai/","Twilio Segment official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://segment.com/pricing/","https://segment.com/product/customerai/","Official Segment pages identify CustomerAI Predictions as an add-on to Customer Data Pipeline while numeric add-on pricing is contact-led.","Official Segment pages identify CustomerAI Predictions as an add-on to Customer Data Pipeline while numeric add-on pricing is contact-led.","Public platform pricing does not establish the minimum AI add-on commitment.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Customer Data Pipeline plus CustomerAI Predictions add-on","Not publicly stated","Not publicly stated","CustomerAI Predictions add-on","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Customer Data Pipeline plus CustomerAI Predictions add-on. AI packaging: CustomerAI Predictions add-on.","Criterion not passed.","AI packaging: CustomerAI Predictions add-on. Capability: CustomerAI Predictions.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V080-twilio-segment.md","2"
"V081","Ada","Customer engagement and service","Ada AI Agent","No numeric public price","Not publicly calculable","Named AI Agent package; custom quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.ada.cx/pricing","https://www.ada.cx/platform/ai-agent","Ada official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.ada.cx/pricing","https://www.ada.cx/platform/ai-agent","Official Ada pages identify the AI Agent commercial offering and route buyers to sales without numeric pricing or usage economics.","Official Ada pages identify the AI Agent commercial offering and route buyers to sales without numeric pricing or usage economics.","Named packaging alone earns C2/C4.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Ada AI Agent commercial offering (quote-gated)","Not publicly stated","Not publicly stated","AI access/packaging identified in official evidence summary: Official Ada pages identify the AI Agent commercial offering and route buyers to sales without numeric pricing or usage economics.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Ada AI Agent commercial offering (quote-gated). AI packaging: AI access/packaging identified in official evidence summary: Official Ada pages identify the AI Agent commercial offering and route buyers to sales without numeric pricing or usage economics..","Criterion not passed.","AI packaging: AI access/packaging identified in official evidence summary: Official Ada pages identify the AI Agent commercial offering and route buyers to sales without numeric pricing or usage economics.. Capability: Ada AI Agent.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V081-ada.md","2"
"V082","Decagon","Customer engagement and service","Decagon AI Agents","No numeric public price","Not publicly calculable","Per conversation or per resolution; custom numeric rate","0","0","0","1","1","1","0","0","0","0","3","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://decagon.ai/pricing","https://decagon.ai/","Decagon official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://decagon.ai/pricing","https://decagon.ai/","Official Decagon material states pricing can be structured per conversation or per resolution for AI agents.","Official Decagon material states pricing can be structured per conversation or per resolution for AI agents.","The unit types are explicit, but no standard numeric rate, allowance, minimum commitment, or overage schedule is public.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","AI Agents sold on outcome/interaction basis","Conversation or resolution","Discrete customer conversation or resolved issue","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","AI packaging: AI Agents sold on outcome/interaction basis. Capability: Decagon AI Agents.","AI billing unit or explicit no-meter basis: Conversation or resolution. Supporting language/value: Official Decagon material states pricing can be structured per conversation or per resolution for AI agents.","Unit definition: Discrete customer conversation or resolved issue.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V082-decagon.md","3"
"V083","Dixa","Customer engagement and service","Mim AI","$89/agent/month Growth; $139 Ultimate; $179 Prime","Base qualifying plan is public; Mim AI add-on price is not","Per-agent subscription plus AI add-ons; Mim tied to conversation volume","1","1","0","1","1","0","0","0","0","0","4","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.dixa.com/pricing/","https://www.dixa.com/product/ai/","Dixa official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.dixa.com/pricing/","https://www.dixa.com/product/ai/","Official pricing publishes Growth at $89, Ultimate at $139 and Prime at $179 per agent/month and states AI can be added to any plan; Mim is priced by conversation volume while other AI modules are per seat.","Official pricing publishes Growth at $89, Ultimate at $139 and Prime at $179 per agent/month and states AI can be added to any plan; Mim is priced by conversation volume while other AI modules are per seat.","The AI add-on amount is not public, so C9 is zero despite a public base plan.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly rate displayed","","","","","","","Any plan plus AI add-on","Not stated","One billing period; commitment calculable from displayed public price","AI add-ons available on all plans","Conversation volume for Mim","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $89/agent/month Growth; $139 Ultimate; $179 Prime. Source: https://www.dixa.com/pricing/","Minimum AI-eligible plan/access: Any plan plus AI add-on. AI packaging: AI add-ons available on all plans.","Base plan price is public, but the Mim AI order-form minimum and initial add-on charge are not; minimum AI commitment is not calculable.","AI packaging: AI add-ons available on all plans. Capability: Mim AI.","AI billing unit or explicit no-meter basis: Conversation volume for Mim. Supporting language/value: Official pricing publishes Growth at $89, Ultimate at $139 and Prime at $179 per agent/month and states AI can be added to any plan; Mim is priced by conversation volume while other AI modules are per seat.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V083-dixa.md","5"
"V084","Five9","Customer engagement and service","Five9 Genius AI","$119/concurrent seat/month Digital; $159 Core","$5,950/month for 50-seat Digital minimum (50 × $119)","Per concurrent seat with included AI minutes and additional usage","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.five9.com/pricing","https://www.five9.com/pricing","Five9 official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.five9.com/pricing","","Official pricing displays Digital at $119 and Core at $159 per concurrent seat/month, a 50-seat minimum, and 3,000 AI minutes per bundled seat with additional usage available.","Official pricing displays Digital at $119 and Core at $159 per concurrent seat/month, a 50-seat minimum, and 3,000 AI minutes per bundled seat with additional usage available.","The incremental price for additional AI minutes is not published, so C8/C10 are zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly rate displayed / contract terms apply","","","","","","","Digital","50 concurrent seats","One billing period; commitment calculable from displayed public price","AI-essential bundles within plans","AI minutes","Minutes of covered AI usage","3,000 AI minutes per bundled seat","Not publicly disclosed","Criterion not passed","Public base price: $119/concurrent seat/month Digital; $159 Core. Source: https://www.five9.com/pricing","Minimum AI-eligible plan/access: Digital. AI packaging: AI-essential bundles within plans.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly rate displayed / contract terms apply; minimum AI access cost: $5,950/month for 50-seat Digital minimum (50 × $119).","AI packaging: AI-essential bundles within plans. Capability: Five9 Genius AI.","AI billing unit or explicit no-meter basis: AI minutes. Supporting language/value: Official pricing displays Digital at $119 and Core at $159 per concurrent seat/month, a 50-seat minimum, and 3,000 AI minutes per bundled seat with additional usage available.","Unit definition: Minutes of covered AI usage.","Recurring allowance: 3,000 AI minutes per bundled seat.","Criterion not passed.","Minimum AI access cost: $5,950/month for 50-seat Digital minimum (50 × $119).","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V084-five9.md","8"
"V085","Forethought","Customer engagement and service","Autoflow / SupportGPT","No numeric public price","Not publicly calculable","Team / Professional / Enterprise quote","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://forethought.ai/pricing","https://forethought.ai/platform","Forethought official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://forethought.ai/pricing","https://forethought.ai/platform","Official Forethought pages map AI agents and Autoflow/SupportGPT capabilities to named commercial tiers but do not publish numeric prices.","Official Forethought pages map AI agents and Autoflow/SupportGPT capabilities to named commercial tiers but do not publish numeric prices.","No public usage unit or minimum commitment.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Forethought AI Agent commercial tier (quote-gated)","Not publicly stated","Not publicly stated","AI agents in named tiers","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Forethought AI Agent commercial tier (quote-gated). AI packaging: AI agents in named tiers.","Criterion not passed.","AI packaging: AI agents in named tiers. Capability: Autoflow / SupportGPT.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V085-forethought.md","2"
"V086","Freshworks Freshdesk","Customer engagement and service","Freddy AI Agent","Pro starts at $55/agent/month billed annually","$660/year for one Pro agent, plus AI sessions after introductory allocation","Sessions; $49 per 100 sessions","1","1","1","1","1","1","0","1","1","1","9","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.freshworks.com/freshdesk/pricing/","https://www.freshworks.com/freddy-ai/","Freddy AI Agent and Chatbot Sessions FAQs; Freshdesk Pricing","https://support.freshdesk.com/support/solutions/articles/50000010300-freddy-ai-agent-and-chatbot-sessions-faqs","https://www.freshworks.com/freshdesk/pricing/","Freshdesk publishes Pro pricing, maps Freddy AI Agent to paid plans, defines a session and publishes $49 per 100 sessions. The first 500 sessions are a one-time introductory allocation.","A session covers end-user interactions with Freddy AI Agent within a time window; packs cost $49 per 100 sessions.","The one-time allocation is excluded from recurring allowance scoring.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Session packs valid for the billing cycle","","","","","","","Pro plus Freddy AI Agent sessions","Not publicly stated","12 months / annual commitment stated in public pricing","Sessions; $49 per 100 sessions","Freddy AI Agent session","Interactions in one AI-agent session window: generally 24 hours, with a 72-hour email-session definition","500 complimentary sessions are one-time, not recurring; C7 remains 0.","$49 per 100 sessions","$0.49 per session","Public base price: Pro starts at $55/agent/month billed annually. Source: https://www.freshworks.com/freshdesk/pricing/","Minimum AI-eligible plan/access: Pro plus Freddy AI Agent sessions. AI packaging: Sessions; $49 per 100 sessions.","Minimum commitment: 12 months / annual commitment stated in public pricing; billing cadence: Session packs valid for the billing cycle; minimum AI access cost: $660/year for one Pro agent, plus AI sessions after introductory allocation.","AI packaging: Sessions; $49 per 100 sessions. Capability: Freddy AI Agent.","AI billing unit or explicit no-meter basis: Freddy AI Agent session. Supporting language/value: A session covers end-user interactions with Freddy AI Agent within a time window; packs cost $49 per 100 sessions.","Unit definition: Interactions in one AI-agent session window: generally 24 hours, with a 72-hour email-session definition.","Criterion not passed.","Incremental/overage price: $49 per 100 sessions.","Minimum AI access cost: $660/year for one Pro agent, plus AI sessions after introductory allocation.","Marginal AI usage cost: $0.49 per session.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V086-freshworks-freshdesk.md","9"
"V087","Front","Customer engagement and service","Front AI","$25/seat/month Starter billed annually","$300/year for Starter access to AI Topics; priced AI add-ons begin at $0.05/conversation or $10-$20/seat/month","Annual per-seat platform plus per-conversation/per-seat AI add-ons","1","1","1","1","1","1","0","1","1","1","9","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://front.com/pricing","https://front.com/pricing","Front official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://front.com/pricing","","Official pricing displays Starter at $25/seat/month annually; Autopilot starts at $0.05 per conversation, Copilot and Smart QA at $20/seat/month, and Smart CSAT at $10/seat/month.","Official pricing displays Starter at $25/seat/month annually; Autopilot starts at $0.05 per conversation, Copilot and Smart QA at $20/seat/month, and Smart CSAT at $10/seat/month.","No quantified recurring included allowance is published for the selected suite, so C7 is zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual billing for base plan; add-ons as displayed","","","","","","","Starter","1","12 months","AI Topics included; Autopilot/Copilot/Smart QA/Smart CSAT separately priced","Conversation for Autopilot; seat/month for other AI add-ons","Autopilot price applies per handled conversation; other modules per licensed seat","Not publicly disclosed","Autopilot starts at $0.05/conversation; Copilot $20/seat/month; Smart QA $20; Smart CSAT $10","Autopilot starts at $0.05/conversation; Copilot $20/seat/month; Smart QA $20; Smart CSAT $10","Public base price: $25/seat/month Starter billed annually. Source: https://front.com/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: AI Topics included; Autopilot/Copilot/Smart QA/Smart CSAT separately priced.","Minimum commitment: 12 months; billing cadence: Annual billing for base plan; add-ons as displayed; minimum AI access cost: $300/year for Starter access to AI Topics; priced AI add-ons begin at $0.05/conversation or $10-$20/seat/month.","AI packaging: AI Topics included; Autopilot/Copilot/Smart QA/Smart CSAT separately priced. Capability: Front AI.","AI billing unit or explicit no-meter basis: Conversation for Autopilot; seat/month for other AI add-ons. Supporting language/value: Official pricing displays Starter at $25/seat/month annually; Autopilot starts at $0.05 per conversation, Copilot and Smart QA at $20/seat/month, and Smart CSAT at $10/seat/month.","Unit definition: Autopilot price applies per handled conversation; other modules per licensed seat.","Criterion not passed.","Incremental/overage price: Autopilot starts at $0.05/conversation; Copilot $20/seat/month; Smart QA $20; Smart CSAT $10.","Minimum AI access cost: $300/year for Starter access to AI Topics; priced AI add-ons begin at $0.05/conversation or $10-$20/seat/month.","Marginal AI usage cost: Autopilot starts at $0.05/conversation; Copilot $20/seat/month; Smart QA $20; Smart CSAT $10.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V087-front.md","9"
"V088","Genesys Cloud CX","Customer engagement and service","Genesys Cloud AI","$240/user/month for CX 4 billed annually","$2,880/year per CX 4 user, subject to organization terms","Annual per-user plan with AI Experience Tokens","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.genesys.com/pricing","https://www.genesys.com/pricing","Genesys Cloud CX official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.genesys.com/pricing","","Official pricing displays CX 4 at $240/user/month annually, includes 30 AI Experience Tokens per bundled agent seat, and describes organization-level token allowances.","Official pricing displays CX 4 at $240/user/month annually, includes 30 AI Experience Tokens per bundled agent seat, and describes organization-level token allowances.","A universal public price for incremental tokens was not established, so C8/C10 remain zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Annual billing","","","","","","","CX 4","Not publicly stated","12 months","Genesys Cloud AI bundled with token allowances","AI Experience Tokens","Vendor-defined token measure for AI capabilities","30 tokens per bundled CX 4 seat; organization allowances also disclosed","Not publicly disclosed","Criterion not passed","Public base price: $240/user/month for CX 4 billed annually. Source: https://www.genesys.com/pricing","Minimum AI-eligible plan/access: CX 4. AI packaging: Genesys Cloud AI bundled with token allowances.","Minimum commitment: 12 months; billing cadence: Annual billing; minimum AI access cost: $2,880/year per CX 4 user, subject to organization terms.","AI packaging: Genesys Cloud AI bundled with token allowances. Capability: Genesys Cloud AI.","AI billing unit or explicit no-meter basis: AI Experience Tokens. Supporting language/value: Official pricing displays CX 4 at $240/user/month annually, includes 30 AI Experience Tokens per bundled agent seat, and describes organization-level token allowances.","Unit definition: Vendor-defined token measure for AI capabilities.","Recurring allowance: 30 tokens per bundled CX 4 seat; organization allowances also disclosed.","Criterion not passed.","Minimum AI access cost: $2,880/year per CX 4 user, subject to organization terms.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V088-genesys-cloud-cx.md","8"
"V089","Gladly","Customer engagement and service","Gladly Sidekick","No numeric public price","Not publicly calculable","Usage-based Sidekick packaging; custom quote","0","0","0","1","0","0","0","0","0","0","1","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.gladly.ai/pricing/","https://www.gladly.ai/sidekick/","Gladly official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.gladly.ai/pricing/","https://www.gladly.ai/sidekick/","Official Gladly pages describe Sidekick as a usage-based AI offering.","Official Gladly pages describe Sidekick as a usage-based AI offering.","The public evidence does not publish a standard numeric rate or define a reproducible billing unit sufficiently for C6.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","Sidekick AI offering","Not publicly identified; official evidence only describes Sidekick as usage-based.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","AI packaging: Sidekick AI offering. Capability: Gladly Sidekick.","Usage-based is a billing model, not an identified unit. No explicit unlimited/no-meter status was located.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V089-gladly.md","2"
"V090","Gorgias","Customer engagement and service","Gorgias AI Agent","Starter total $40/month","$40/month including 30 automated interactions","Automated interaction; $1.50 overage","1","1","1","1","1","1","1","1","1","1","10","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.gorgias.com/pricing","https://www.gorgias.com/product/ai-agent","Gorgias Pricing","https://www.gorgias.com/pricing","https://www.gorgias.com/product/ai-agent","Gorgias publishes the combined plan price, included AI Agent charge, 30 automated interactions and $1.50 per-interaction overage on the Starter plan.","Starter includes 30 automated interactions; AI Agent overage is $1.50 per automated interaction.","Monthly and annual promotional display should be captured separately.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Starter","Not publicly stated","One billing period; commitment calculable from displayed public price","Automated interaction; $1.50 overage","Automated interaction","An AI Agent-resolved customer conversation","30 automated interactions/month","$1.50 per automated interaction after the included limit","$1.50 per additional automated interaction","Public base price: Starter total $40/month. Source: https://www.gorgias.com/pricing","Minimum AI-eligible plan/access: Starter. AI packaging: Automated interaction; $1.50 overage.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly; minimum AI access cost: $40/month including 30 automated interactions.","AI packaging: Automated interaction; $1.50 overage. Capability: Gorgias AI Agent.","AI billing unit or explicit no-meter basis: Automated interaction. Supporting language/value: Starter includes 30 automated interactions; AI Agent overage is $1.50 per automated interaction.","Unit definition: An AI Agent-resolved customer conversation.","Recurring allowance: 30 automated interactions/month.","Incremental/overage price: $1.50 per automated interaction after the included limit.","Minimum AI access cost: $40/month including 30 automated interactions.","Marginal AI usage cost: $1.50 per additional automated interaction.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V090-gorgias.md","10"
"V091","Help Scout","Customer engagement and service","AI Answers","Standard $25/user/month","$25/month for one Standard user, plus $0.75 per AI resolution","$0.75 per resolution","1","1","1","1","1","1","0","1","1","1","9","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.helpscout.com/pricing/","https://www.helpscout.com/ai-chatbot/","Help Scout Pricing","https://www.helpscout.com/pricing/","https://www.helpscout.com/ai-chatbot/","Help Scout publishes Standard at $25 per user/month, AI Answers as a $0.75-per-resolution add-on and a detailed resolution definition.","AI Answers costs $0.75 per resolution; a resolution is a conversation resolved without human assistance and charged once.","The three-month unlimited trial is excluded from recurring allowance scoring.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly platform billing plus usage","","","","","","","Standard plus AI Answers","Not publicly stated","One billing period; commitment calculable from displayed public price","$0.75 per resolution","AI Answers resolution","One conversation resolved by AI Answers without human assistance; charged once per conversation","No recurring included resolutions; an introductory unlimited trial is excluded, so C7 remains 0.","$0.75 per resolution (usage charge rather than an overage)","$0.75 per additional resolution","Public base price: Standard $25/user/month. Source: https://www.helpscout.com/pricing/","Minimum AI-eligible plan/access: Standard plus AI Answers. AI packaging: $0.75 per resolution.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly platform billing plus usage; minimum AI access cost: $25/month for one Standard user, plus $0.75 per AI resolution.","AI packaging: $0.75 per resolution. Capability: AI Answers.","AI billing unit or explicit no-meter basis: AI Answers resolution. Supporting language/value: AI Answers costs $0.75 per resolution; a resolution is a conversation resolved without human assistance and charged once.","Unit definition: One conversation resolved by AI Answers without human assistance; charged once per conversation.","Criterion not passed.","Incremental/overage price: $0.75 per resolution (usage charge rather than an overage).","Minimum AI access cost: $25/month for one Standard user, plus $0.75 per AI resolution.","Marginal AI usage cost: $0.75 per additional resolution.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V091-help-scout.md","9"
"V092","Intercom","Customer engagement and service","Fin AI Agent","Essential standard list price $29 per seat/month; one-seat minimum","$29/month for one seat plus usage","$0.99 per outcome","1","1","1","1","1","1","0","1","1","1","9","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.intercom.com/pricing","https://www.intercom.com/pricing","Intercom Pricing","https://www.intercom.com/pricing","","Official pricing defines the outcome unit and publishes the standard seat and outcome prices.","Fin is $0.99 per outcome; an outcome is counted once when Fin resolves or completes the defined procedure.","Promotional pricing is excluded; no universal free-outcome allowance was identified.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly platform billing plus outcome usage","","","","","","","Essential plus Fin","Not publicly stated","One billing period; commitment calculable from displayed public price","$0.99 per outcome","Fin outcome","One outcome counted once when a customer confirms resolution, stops seeking help after Fin's response, or Fin completes a qualifying procedure","No recurring included outcomes on the scored Intercom configuration; C7 remains 0.","$0.99 per outcome","$0.99 per additional outcome","Public base price: Essential standard list price $29 per seat/month; one-seat minimum. Source: https://www.intercom.com/pricing","Minimum AI-eligible plan/access: Essential plus Fin. AI packaging: $0.99 per outcome.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly platform billing plus outcome usage; minimum AI access cost: $29/month for one seat plus usage.","AI packaging: $0.99 per outcome. Capability: Fin AI Agent.","AI billing unit or explicit no-meter basis: Fin outcome. Supporting language/value: Fin is $0.99 per outcome; an outcome is counted once when Fin resolves or completes the defined procedure.","Unit definition: One outcome counted once when a customer confirms resolution, stops seeking help after Fin's response, or Fin completes a qualifying procedure.","Criterion not passed.","Incremental/overage price: $0.99 per outcome.","Minimum AI access cost: $29/month for one seat plus usage.","Marginal AI usage cost: $0.99 per additional outcome.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V092-intercom.md","9"
"V093","Kustomer","Customer engagement and service","Kustomer AI Agents","No numeric public price","Not publicly calculable","Flexible/custom commercial package","0","1","0","1","0","0","0","0","0","0","2","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.kustomer.com/pricing/","https://www.kustomer.com/ai/","Kustomer official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.kustomer.com/pricing/","https://www.kustomer.com/ai/","Official Kustomer pages identify AI Agents within the platform and describe flexible pricing, but no standard numeric entry price or AI usage economics are public.","Official Kustomer pages identify AI Agents within the platform and describe flexible pricing, but no standard numeric entry price or AI usage economics are public.","No minimum commitment is calculable.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Kustomer platform with AI Agents (quote-gated)","Not publicly stated","Not publicly stated","AI access/packaging identified in official evidence summary: Official Kustomer pages identify AI Agents within the platform and describe flexible pricing, but no standard numeric entry price or AI usage economics are public.","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: Kustomer platform with AI Agents (quote-gated). AI packaging: AI access/packaging identified in official evidence summary: Official Kustomer pages identify AI Agents within the platform and describe flexible pricing, but no standard numeric entry price or AI usage economics are public..","Criterion not passed.","AI packaging: AI access/packaging identified in official evidence summary: Official Kustomer pages identify AI Agents within the platform and describe flexible pricing, but no standard numeric entry price or AI usage economics are public.. Capability: Kustomer AI Agents.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V093-kustomer.md","2"
"V094","LivePerson","Customer engagement and service","Conversational AI","No numeric public price","Not publicly calculable","Bronze/Silver/Gold quote; AI entitlements/tokens referenced","0","1","0","1","1","0","0","0","0","0","3","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.liveperson.com/pricing/","https://www.liveperson.com/products/conversational-ai/","LivePerson official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.liveperson.com/pricing/","https://www.liveperson.com/products/conversational-ai/","Official pricing identifies Bronze, Silver and Gold packages, maps generative/conversational AI to higher packaging, and references AI entitlements/tokens.","Official pricing identifies Bronze, Silver and Gold packages, maps generative/conversational AI to higher packaging, and references AI entitlements/tokens.","No numeric price, token definition, recurring allowance, or incremental token price is public.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","First qualifying LivePerson conversational/GenAI package in the public Bronze-Silver-Gold ladder","Not publicly stated","Not publicly stated","Conversational/GenAI in named tiers","AI entitlement / token","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Minimum AI-eligible plan/access: First qualifying LivePerson conversational/GenAI package in the public Bronze-Silver-Gold ladder. AI packaging: Conversational/GenAI in named tiers.","Criterion not passed.","AI packaging: Conversational/GenAI in named tiers. Capability: Conversational AI.","AI billing unit or explicit no-meter basis: AI entitlement / token. Supporting language/value: Official pricing identifies Bronze, Silver and Gold packages, maps generative/conversational AI to higher packaging, and references AI entitlements/tokens.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V094-liveperson.md","3"
"V095","NICE CXone","Customer engagement and service","CXone Mpower AI","$110-$249/agent/month package ladder","$110/agent/month for AI-enabled routing entry; Ultimate AI Agent economics at $249/agent/month plus $0.25/session","Monthly per-agent package plus per-session AI Agent usage","1","1","1","1","1","1","0","1","1","1","9","Fully calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.nice.com/pricing","https://www.nice.com/pricing","NICE CXone official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.nice.com/pricing","","Official NICE pricing displays packages at $110, $135, $169, $209 and $249 per agent/month; the Ultimate AI Agent package adds $0.25 per session and is billed monthly in arrears.","Official NICE pricing displays packages at $110, $135, $169, $209 and $249 per agent/month; the Ultimate AI Agent package adds $0.25 per session and is billed monthly in arrears.","No recurring included session allowance was identified, so C7 is zero.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly billing in arrears","","","","","","","Digital Agent / package ladder; Ultimate for AI Agent session economics","Not stated","No prepay stated for displayed offer","CXone Mpower AI across packages; AI Agent in Ultimate","AI Agent session","Discrete AI Agent session","Not publicly disclosed","$0.25 per session","$0.25 per session","Public base price: $110-$249/agent/month package ladder. Source: https://www.nice.com/pricing","Minimum AI-eligible plan/access: Digital Agent / package ladder; Ultimate for AI Agent session economics. AI packaging: CXone Mpower AI across packages; AI Agent in Ultimate.","Minimum commitment: No prepay stated for displayed offer; billing cadence: Monthly billing in arrears; minimum AI access cost: $110/agent/month for AI-enabled routing entry; Ultimate AI Agent economics at $249/agent/month plus $0.25/session.","AI packaging: CXone Mpower AI across packages; AI Agent in Ultimate. Capability: CXone Mpower AI.","AI billing unit or explicit no-meter basis: AI Agent session. Supporting language/value: Official NICE pricing displays packages at $110, $135, $169, $209 and $249 per agent/month; the Ultimate AI Agent package adds $0.25 per session and is billed monthly in arrears.","Unit definition: Discrete AI Agent session.","Criterion not passed.","Incremental/overage price: $0.25 per session.","Minimum AI access cost: $110/agent/month for AI-enabled routing entry; Ultimate AI Agent economics at $249/agent/month plus $0.25/session.","Marginal AI usage cost: $0.25 per session.","Priority: score 9-10","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V095-nice-cxone.md","9"
"V096","Sierra","Customer engagement and service","Sierra AI Agent","No numeric public price","Not publicly calculable","Outcome-based pricing","0","0","0","1","1","1","0","0","0","0","3","Limited disclosure","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://sierra.ai/pricing","https://sierra.ai/","Sierra official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://sierra.ai/pricing","https://sierra.ai/","Official Sierra pricing describes outcome-based billing with examples such as resolved conversations, completed purchases, or saved memberships.","Official Sierra pricing describes outcome-based billing with examples such as resolved conversations, completed purchases, or saved memberships.","Outcome types are defined, but no standard numeric rate, minimum, allowance, or marginal schedule is public.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","Not applicable / not displayed","Not publicly stated","","","","","","","Not publicly established","Not publicly stated","Not publicly stated","AI Agent sold on outcomes","Business outcome","Examples include resolved conversations, purchases and saved memberships","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Criterion not passed.","Criterion not passed.","Criterion not passed.","AI packaging: AI Agent sold on outcomes. Capability: Sierra AI Agent.","AI billing unit or explicit no-meter basis: Business outcome. Supporting language/value: Official Sierra pricing describes outcome-based billing with examples such as resolved conversations, completed purchases, or saved memberships.","Unit definition: Examples include resolved conversations, purchases and saved memberships.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Priority: score 0-3","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V096-sierra.md","3"
"V097","Talkdesk","Customer engagement and service","Talkdesk AI Agents","$85/user/month Digital Essentials","$85/user/month for the displayed plan including CXA","Per-user subscription; AI capability included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.talkdesk.com/pricing/","https://www.talkdesk.com/pricing/","Talkdesk official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.talkdesk.com/pricing/","","Official pricing displays Digital Essentials at $85/user/month and includes CXA/AI capabilities in the commercial package.","Official pricing displays Digital Essentials at $85/user/month and includes CXA/AI capabilities in the commercial package.","No AI-specific meter, allowance, overage price, or marginal AI cost is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly rate displayed","","","","","","","Digital Essentials","Not stated","One billing period; commitment calculable from displayed public price","CXA / AI capability included","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: $85/user/month Digital Essentials. Source: https://www.talkdesk.com/pricing/","Minimum AI-eligible plan/access: Digital Essentials. AI packaging: CXA / AI capability included.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly rate displayed; minimum AI access cost: $85/user/month for the displayed plan including CXA.","AI packaging: CXA / AI capability included. Capability: Talkdesk AI Agents.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: $85/user/month for the displayed plan including CXA.","Criterion not passed.","Priority: changed in r1 repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V097-talkdesk.md","5"
"V098","Tidio","Customer engagement and service","Lyro AI Agent","Standalone Lyro starts at $32.50/month","$32.50/month for 50 Lyro AI conversations","AI conversations; package tiers rather than a public overage rate","1","1","1","1","1","1","1","0","1","0","8","Substantially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.tidio.com/pricing/","https://www.tidio.com/lyro/","Tidio Pricing; The Lyro AI agent limit","https://www.tidio.com/pricing/","https://help.tidio.com/hc/en-us/articles/13924459295900-The-Lyro-AI-agent-limit","Tidio publishes a standalone Lyro starting price of $32.50 per month for 50 AI conversations and exposes volume tiers in a public calculator.","Lyro starts at $32.50/month for 50 AI conversations; one use is Lyro's first response in a new conversation or ticket thread.","The calculator does not present a single marginal overage price; capture the chosen tier and annual/monthly setting.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Monthly","","","","","","","Standalone Lyro starting package: 50 AI conversations","Not publicly stated","One billing period; commitment calculable from displayed public price","AI conversations; package tiers rather than a public overage rate","Lyro AI conversation","Lyro's first response in a newly started conversation or ticket thread; later replies in the same thread do not consume another unit","50 Lyro AI conversations/month on the starting paid package","Higher quotas use package tiers or custom pricing, not a single public marginal overage; C8 remains 0.","Not calculable from the tiered calculator; C10 remains 0.","Public base price: Standalone Lyro starts at $32.50/month. Source: https://www.tidio.com/pricing/","Minimum AI-eligible plan/access: Standalone Lyro starting package: 50 AI conversations. AI packaging: AI conversations; package tiers rather than a public overage rate.","Minimum commitment: One billing period; commitment calculable from displayed public price; billing cadence: Monthly; minimum AI access cost: $32.50/month for 50 Lyro AI conversations.","AI packaging: AI conversations; package tiers rather than a public overage rate. Capability: Lyro AI Agent.","AI billing unit or explicit no-meter basis: Lyro AI conversation. Supporting language/value: Lyro starts at $32.50/month for 50 AI conversations; one use is Lyro's first response in a new conversation or ticket thread.","Unit definition: Lyro's first response in a newly started conversation or ticket thread; later replies in the same thread do not consume another unit.","Recurring allowance: 50 Lyro AI conversations/month on the starting paid package.","Criterion not passed.","Minimum AI access cost: $32.50/month for 50 Lyro AI conversations.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V098-tidio.md","8"
"V099","Zendesk","Customer engagement and service","Zendesk AI Agents","Suite Team lists US$55 per agent/month, paid yearly","US$660 for one Suite Team agent for 12 months","Successful outcomes / automated resolutions","1","1","1","1","1","0","0","0","1","0","6","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.zendesk.com/pricing/","https://www.zendesk.com/service/ai/ai-agents/","Zendesk Pricing","https://www.zendesk.com/pricing/","https://www.zendesk.com/service/ai/ai-agents/","Official pricing maps AI Agents to Suite Team and publishes its seat price; outcome pricing details are incomplete.","The public pricing material refers to AI agent resolutions and excess allowance, but does not quantify the allowance or excess price.","The included allowance and overage price were not located.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","USD","Per agent/month, paid yearly","","","","","","","Suite Team plus AI Agents","Not publicly stated","12 months","Successful outcomes / automated resolutions","AI agent resolution","Not publicly defined in sufficient detail; C6 remains 0.","Not quantified; C7 remains 0.","Not quantified; C8 remains 0.","Not calculable; C10 remains 0.","Public base price: Suite Team lists US$55 per agent/month, paid yearly. Source: https://www.zendesk.com/pricing/","Minimum AI-eligible plan/access: Suite Team plus AI Agents. AI packaging: Successful outcomes / automated resolutions.","Minimum commitment: 12 months; billing cadence: Per agent/month, paid yearly; minimum AI access cost: US$660 for one Suite Team agent for 12 months.","AI packaging: Successful outcomes / automated resolutions. Capability: Zendesk AI Agents.","AI billing unit or explicit no-meter basis: AI agent resolution. Supporting language/value: The public pricing material refers to AI agent resolutions and excess allowance, but does not quantify the allowance or excess price.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: US$660 for one Suite Team agent for 12 months.","Criterion not passed.","Priority: criterion/evidence conflict repair","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V099-zendesk.md","6"
"V100","Zoho Desk","Customer engagement and service","Zia","₹420/user/month Express on annual billing","₹5,040/user/year for Express with AI Agents","Annual per-user subscription; AI Agents included","1","1","1","1","0","0","0","0","1","0","5","Partially calculable","AI-assisted adjudicated r4","Research complete - publication drafting pending","https://www.zoho.com/desk/pricing.html","https://www.zoho.com/desk/pricing.html","Zoho Desk official pricing/product page (descriptive record; live HTML title not independently captured in r2)","https://www.zoho.com/desk/pricing.html","","Official localized pricing displays Express at ₹420/user/month billed annually and identifies AI Agents in the plan; the page states no lock-ins.","Official localized pricing displays Express at ₹420/user/month billed annually and identifies AI Agents in the plan; the page states no lock-ins.","No AI-specific unit, allowance, or incremental price is disclosed.","2026-07-12","Unauthenticated public web; locale not controllable; researcher context Asia/Kolkata","INR","Annual billing (monthly equivalent)","","","","","","","Express","1","Annual billing; vendor states no lock-ins","AI Agents included in Express","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Not publicly disclosed","Criterion not passed","Public base price: ₹420/user/month Express on annual billing. Source: https://www.zoho.com/desk/pricing.html","Minimum AI-eligible plan/access: Express. AI packaging: AI Agents included in Express.","Minimum commitment: Annual billing; vendor states no lock-ins; billing cadence: Annual billing (monthly equivalent); minimum AI access cost: ₹5,040/user/year for Express with AI Agents.","AI packaging: AI Agents included in Express. Capability: Zia.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Criterion not passed.","Minimum AI access cost: ₹5,040/user/year for Express with AI Agents.","Criterion not passed.","Standard","Official public unauthenticated web evidence note; no authenticated account or sales quote","evidence_notes/V100-zoho-desk.md","5"