Mahesh Sirvi
Most speed to lead statistics in circulation trace back to four studies, and two of them are older than the iPhone. IVRIS reviewed 14 public source documents and 39 individual statistics on lead response time, checked each one against the original publication, and recorded what the source actually measured. This page is the record of … Read more
Most B2B outbound does not fail because the team stopped trying. It fails because the list was wrong, the sending domain was cold, or the offer never matched the buyer. Hiring one of the best outbound agencies can fix all three, but only if you pick the model that matches how your revenue team actually … Read more
A B2B purchase used to have a buyer. Now it has a committee. On a complex deal, six to ten people have to agree before anything gets signed, and each one arrives with a different priority, a different metric, and a different reason to stall. Most sellers still run the deal through one friendly contact … Read more
Most account-based programs are built to win a logo and then quietly hand it off. Marketing runs the target account list, sales closes the deal, and the moment the contract is signed the coordinated attention stops. The account that was courted with tailored ads and one-to-one outreach becomes a ticket number in a support queue. … Read more
For most of B2B’s history, a sale had a buyer, one person you had to convince. That person is gone. Today a purchase of any real size runs through a group, and that group is the reason your deal speeds up, stalls, or quietly dies. The awkward part is what to call it. Forrester and … Read more
Ask three B2B teams for their speed to lead and you will get three numbers that cannot be compared, because each one is timing a different thing. One counts from the form submission to the auto-reply. One counts from the CRM record to the rep’s first call. One counts from the form submission to the … Read more
Nearly every B2B marketing team now runs AI somewhere in its stack, yet most account-based programs still pick their targets off a spreadsheet and send the same three emails to the same two contacts. The tools arrived faster than the execution changed. AI-driven ABM closes that gap. It doesn’t redefine account-based marketing; it changes who … Read more
Most attribution models were built for a buyer who doesn’t exist in B2B: one person, one journey, one form fill. Forrester’s State of Business Buying, 2026 puts the typical buying decision at 13 people inside the buyer’s organization and nine more outside it. Twenty-two people, one purchase, and your CRM hands the credit to whichever … Read more
Ask four systems where your last big deal came from and you will get four answers. Google Analytics says paid search. The CRM’s original-source field says organic. The ads platform claims it outright. Sales says they sourced it themselves at a conference. Nobody is lying. That is what makes B2B attribution so maddening: every one … Read more
Updated Q3 2026. This guide reflects current B2B enrichment workflows, CRM controls, and data-governance practices. Your CRM can look full and still be nearly useless. A contact record with a name and work email does not tell marketing whether the account fits the ICP, does not tell sales who owns the buying decision, and does … Read more
You can see every session, every form fill, and every email open in your dashboards, and still not answer the one question that decides the quarter: what actually moved this account from stranger to signed? That blind spot is what customer journey analytics closes. Instead of scoring one visit or one campaign in isolation, it … Read more
By the time a B2B buyer books a demo, the decision is usually half-made. They’ve read your pricing page, compared you against two competitors on G2, asked a peer in a private Slack group, and quietly built a shortlist, all before your sales team knows they exist. That gap between what the buyer is doing … Read more