Alok Chakraborty
B2B sustainability marketing is how a company proves its environmental and social performance to business buyers, so procurement teams and ESG-accountable customers choose it with confidence. Most advice on the subject is recycled B2C green marketing: tell an authentic story, pick a cause, add a leaf to the logo. That approach fails in B2B, where … Read more
Only about 5% of your potential B2B buyers are in the market to buy right now. The other 95% are not, and they will not be for months or even years. Yet most sales teams still work their entire account list as one undifferentiated pile, top to bottom, then wonder why win rates sag and … Read more
Last updated: Q2 2026. You write what looks like a correct query, run it, and the rate comes back as 0. Or worse, the whole thing fails with a divide-by-zero error the moment one segment has no data. Almost every analyst who reports conversion, click-through, or churn numbers out of a database has hit both … Read more
Assigning points to revenue ranges means slicing company revenue into brackets and giving each bracket a fixed score, so a lead’s size feeds your model instead of sitting in a cell as raw data. A revenue figure like $4,238,000 tells a salesperson something useful; it tells a scoring formula nothing until you bucket it into … Read more
Last updated: Q2 2026. A B2B SaaS company that defines its ideal customer as “mid-market software firms in North America” has described tens of thousands of companies and qualified none of them. Sales feels it first: every inbound demo looks equally promising, reps work whoever replied fastest, and the pipeline fills with accounts that were … Read more
A cold lead converts at 1% to 3%. A warm lead converts at 10% to 20%. Put those two ranges side by side and a number falls out that most B2B teams never actually calculate: warm leads convert roughly 5 to 10 times better than cold ones. That ratio is the warm leads vs cold … Read more
A B2B webinar can pull 300 registrations and still produce zero pipeline. The seats fill, the chat scrolls, the replay collects a few hundred passive views, and then the whole program evaporates because nobody decided, before launch, what a qualified lead actually looked like. B2B webinar lead generation is the practice of using live and … Read more
Your scoring model says a lead is hot, so sales calls. The prospect turns out to be a student writing a thesis, a competitor pulling your pricing, or a buyer who stopped opening your emails four months ago. The score went up and never came back down, because most B2B models only know how to … Read more
The most expensive question in B2B marketing is which touch actually created the deal. A buyer reads a peer’s LinkedIn post, hears your name on a podcast, asks an AI assistant for options, downloads a report, sits in a webinar, then forwards a pricing page to four colleagues. A form gets filled, and last-click attribution … Read more
Updated Q2 2026. All vendor pricing verified this quarter. The best CRM for agencies is not the platform with the longest feature list. It is the one that fits how a service business actually makes money: many clients running at once, work sold as retainers and projects instead of one-time deals, and margin that lives … Read more
Most teams do not go looking for a HubSpot alternative because the product is bad. They go looking because the invoice grew faster than the team did. A tool that cost $20 a seat at signup turns into a four or five figure monthly commitment once marketing contacts climb past the included tier, the workflow … Read more
Updated Q2 2026. LinkedIn is the most expensive feed in B2B advertising and the easiest one to waste money in. Clicks run $5 to $12 and a single lead can cost anywhere from $50 to $175 (as of Q2 2026), so the gap between a campaign that is tuned and one that is guessing shows … Read more