Get clear on which daily tasks your users wish they could automate, and see how much time and money you can save them.
It’s tempting to automate anything just because you can but the best AI features solve real problems people face every day. This survey uncovers the tedious, repeatable work users want gone.
You’ll learn:
The result? Less guesswork, more evidence that your AI features will be used and valued.
This survey helps you pinpoint which everyday tasks people actually want AI to handle — not just what sounds cool in a roadmap. Pawel Huryn’s AI JTBD (Jobs-To-Be-Done) Discovery Template digs into real workflows, repeatable tasks, and the hidden time drains your users would gladly hand over to automation.
It shows you which pain points are worth solving, how much value they unlock, and whether your users see enough benefit to pay for it. The outcome? Less wasted effort on AI features nobody uses — and more proof that what you build will deliver real time and cost savings.
Use it when exploring new AI ideas, validating feature bets, or shaping what gets priority in your backlog.
Run the survey with real users before you build.
Understand how much value automation could unlock.
Check if it’s worth it for your customer and your roadmap.