Collect in-app feedback (text, NPS, feature requests, bug reports) via an embed snippet. Auto-categorize by theme (performance, UX, missing features, pricing complaints). Per-theme sentiment trend. Duplicate detection ("5 users asked for dark mode this week"). Reporter dashboard exports weekly digest to your inbox. For small product teams.
Embed snippet (5 lines of JS) drops a feedback widget on your app. Text box + NPS score + category (bug/feature/question). Attachment support for screenshots. Submits via your own API endpoint — no third-party funnel.
Auto-categorize by theme (performance, UX, missing features, pricing, onboarding, support). Tunable keyword mapping. Per-theme volume over time. Spot rising themes before they become churn drivers.
5 users asked for dark mode this week. 12 users hit the same slow page. Clusters similar feedback. Stops you from thinking "only one person asked for X" when actually 10 did.
Per theme: positive / neutral / negative split over time. Quick glance: "pricing sentiment went negative after price hike." Link feedback to your release calendar.
Monday morning: top themes from last week, new feature requests, bug cluster alerts. Delivered to your inbox. Decision-ready without opening a dashboard.
Flask + SQLite. Your user feedback stays on your server. Not a feedback-SaaS's pattern-mining input for their 'industry insights' blog.
Hosted plans are early-access. Self-host today; email tim@dangercorn.net to join the waitlist.
feedbackloop is one of 220+ verticals scaffolded from the same template. Each gets a working skeleton for free; individual ones get promoted to full products as demand surfaces.