Tommy Heffernan, Chief Revenue Officer, Demand AI
For too long, B2B demand generation has been measured by the wrong yardstick.
Marketers have chased lead volume — more contacts, bigger databases, higher form-fill counts — as a proxy for demand. But a database full of contacts isn't demand, and a lead isn't automatically a buyer. Clicks and form fills tell us that someone engaged. They rarely tell us why.
That's the gap we need to close.
From form fields to real questions
Traditional lead capture asks buyers to select from a handful of predefined fields: job title, company size, budget range. It's a blunt instrument, and it tells us almost nothing about what a buyer actually wants to know.
AI-powered conversational experiences change that. When buyers can ask questions in their own words — about implementation timelines, pricing, competitive alternatives, or whether a solution can genuinely deliver the ROI it promises — we capture something far more valuable than a form submission. We capture intent, in the buyer's own words.
Those questions are intelligence. A form field never told us that a prospect was worried about integration complexity, comparing us against a specific competitor, or building a business case for their CFO. A spontaneous question does.
What buyers are actually asking
To understand this at scale, Demand AI is launching the B2B Buyer Curiosity Index — an analysis of tens of thousands of spontaneous questions asked by real buyers engaging with our content. Not survey responses. Not inferred third-party signals. The actual questions people typed when nobody was watching.
The findings reinforce what we're seeing across our own campaigns: buyers want practical, specific answers, not more thought leadership. They want to understand risk before they commit, and to build a case they can take to the rest of the buying committee.
Contacts as conversation starters, not campaign endpoints
This changes how we should think about a lead. A contact record shouldn't be the finish line of a campaign — it should be the start of a conversation.
When marketing can tell sales exactly which topics a buyer wanted to understand, sales conversations get sharper. Reps show up already knowing what matters to that buyer, rather than starting from a generic pitch.
That's a fundamentally different measure of success. The question stops being how many leads did we generate, and becomes: how well do we understand the buyers behind them?
Organisations that make that shift won't just generate more leads. They'll generate better conversations — and that's what actually moves pipeline.