Annsa reads your feedback and tells you what to build next.

Priorities

This is version 1.0 of Annsa. It exists to answer one question: what should you build next.

Connect your sources and the feedback you already have gets scored across 6 dimensions. Volume, urgency, revenue impact, positive sentiment, negative sentiment and feature demand. The list that comes back is ranked, and it is ranked for the goal you picked.

Then the loop keeps going. Each priority becomes a spec that knows your codebase, ready for Cursor or Claude Code. Ship it, and every customer who asked hears back with their own words quoted. Feedback in, specs out, customers told.

Surveys

A one-line embed lets customers send feedback from inside your product. The theme matches your brand.

Priority Engine

Set a goal and every priority re-ranks to match. Switch lenses anytime.

Codebase-aware specs

Connect GitHub and every spec uses your real file paths, stack and naming.

Needs a connected GitHub repo.

MCP

Pull priorities and specs into Cursor or Claude Code. The spec is there when the editor opens.

Needs Cursor or Claude Code.

Close the loop

Mark a brief shipped and every customer who asked hears back, with their words quoted.

Fixed and refined

Brief versioning reverts to any version. PII is stripped before every AI call. Team invites carry owner and editor roles.