See what's trending before it explodes.
A daily scan across all your feedback identifies recurring themes. Rising issues, fading problems, and brand-new patterns — surfaced automatically so nothing slips through.
Automatic theme detection
AI clusters related feedback into themes without manual tagging. "Can't export," "download broken," and "CSV fails" become one pattern.
Week-over-week trends
See which issues are growing, stable, or declining. Delta indicators show momentum at a glance.
Early warning system
Catch a bug spike or sentiment drop before it hits critical mass. Patterns surface in the brief and in anomaly alerts.
Cross-source correlation
Patterns detected across email, widget, Slack, and support tickets — not just one channel.
How it works.
Feedback is embedded
Every piece of feedback gets a vector embedding that captures its semantic meaning.
Daily clustering
AI groups similar feedback items into themes based on meaning, not just keywords.
Trends surface automatically
Rising patterns appear in your weekly brief and trigger anomaly alerts when thresholds are crossed.
Common questions.
How is this different from tags?
Tags are labels you assign. Patterns are trends the AI discovers. You might tag something "login" — the pattern engine notices that login complaints tripled this week.
How many feedback items do I need?
Pattern detection works best with 20+ items per week. Below that, individual items are still classified and prioritized.
More features.
Decision Briefs
Your Monday morning feedback report.
Learn moreDuplicate Detection
Same issue, different words.
Learn moreAI Classification
Every item sorted. Automatically.
Learn moreAI Chat
When the brief raises a question, ask it.
Learn moreIntegrations
Plugs into what you already use.
Learn moreMCP Server
Your feedback data, inside your AI agent.
Learn moreCLI
Feedback data in your terminal.
Learn moreREST API
Build on top of your feedback data.
Learn moreSee it in action.
30-day free trial. No credit card. Your first weekly brief arrives Monday.
No credit card required