"Talk to your users" is the most repeated advice in startups. It's also the most skipped.
Not because founders disagree with it. Everyone nods. Then look at what actually happens on a small team. You write an interview guide. You email ten users. Three reply. You juggle calendars across time zones. On the call, you take notes while trying to listen, which means you do both badly. Afterward the notes go into a doc. The doc goes into a folder. Six weeks later someone asks "didn't a customer say something about onboarding?" and nobody can find it.
So research becomes a project. Something you do once a quarter, when things calm down. Things never calm down.
Interviews shouldn't be an event
The format is the problem.
An interview today is an event. It needs scheduling, a host, an hour of someone's full attention. That cost means you run very few of them, so each one carries too much weight. One loud customer can steer a roadmap for months.
Now imagine an interview cost almost nothing to run. You'd run them constantly. After every churn. After every strange support ticket. After every signup that surprised you. Patterns would come from twenty conversations instead of three, and you'd trust them more.
That's the first half of AskEngine. You tell it what you want to learn — it interviews you to set the study up — then share a link. Your users talk to a voice agent whenever it suits them. A few minutes, no scheduling, no panels of paid strangers. Your actual users, in their own words.
Notes rot without sources
The second half matters more.
Most research doesn't die in the interview. It dies in the write-up. Summaries lose the quote. Quotes lose the speaker. A month later you're left with "users find onboarding confusing" and no way to check who said it, when they said it, or whether it's still true.
AskEngine keeps the receipts. Every insight links back to the exact words a participant said, and only to words a participant said. When a pattern shows up across studies, you can click through to the conversations behind it. When new interviews contradict an old belief, the system tells you so instead of quietly averaging it away.
Over time this becomes a running memory of what your users believe, one that stays current as new conversations come in. You can ask it questions. So can your tools: everything AskEngine knows is reachable through an API and an MCP server, which means your coding agent can check what users said before it ships a fix.
Where we are
AskEngine is in early beta behind a waitlist, with a small group of teams using it. There's a lot left to build.
We're tiny, so we use it on ourselves. The waitlist itself is an AskEngine interview. If you join, the first voice you hear will be our own product asking why you came.
If your user knowledge currently lives in screenshots and half-remembered calls, we built this for you. Join us at askengine.dev. Come tell us what you're trying to learn.