Five fresh AI tools to prototype faster, scale user interviews, and turn scattered feedback into decisions — without adding headcount.
Reforge Build
AI prototyping tool purpose-built for PMs iterating on existing products, with stored context like personas, strategy docs, and customer feedback.
Why it matters for PMs: Skip the vibe-coding learning curve and ship stakeholder-ready 1→N prototypes grounded in your actual product and customer context.
reforge.com ↗Maze AI Moderator
Newly out of beta, Maze's AI moderator runs user interviews end to end, then auto-generates insights and reports.
Why it matters for PMs: Run 100 interviews overnight across time zones, multiplying discovery coverage without adding researcher hours to your sprint.
maze.co ↗Mixpanel Agent
An AI analyst inside Mixpanel that answers plain-language questions, builds the right reports, and shows its analytical work.
Why it matters for PMs: Get self-serve answers to funnel and retention questions in minutes, freeing you from the data-team queue before roadmap reviews.
mixpanel.com ↗— Signal Brief · every weekday morning · no sponsorships, no job board, no Slack.