Cold outreach for an AI startup

What I learned trying to sell something people don't know they need yet

Selling an AI product in 2026 is strange. Everyone has heard of AI. Almost no one has a clear mental model of what it can actually do for them specifically.

That gap is the whole challenge of cold outreach in this space. You're not selling a feature. You're selling a shift in how someone thinks about a problem they've been living with for years.

We targeted law firms. The pitch: your receptionist is handling calls that don't need a human. Let an AI handle the routine ones so your staff can focus on actual legal work. It sounds obvious. It wasn't an easy sell.

What I found: the best performing emails were the ones that led with the problem, not the solution. Nobody opens a cold email that starts with "We've built an AI telephonist." They do open one that asks whether they've ever lost a client because nobody picked up.

The other thing that worked: giving people something to experience. A demo number they could actually call. No deck, no explainer video, just — here, try it. Conversion on emails with a call-to-action that included a live demo was meaningfully higher than anything else we tested.

Lesson: in a noisy market, the fastest path to trust is showing, not telling.