Insights & administration
Attendee feedback & AI digest
See what attendees said and summarize it into action items.
Attendees rate and comment on sessions from each session's page. The Feedback area (Insights section) brings it all together for organizers.
The feedback view
You get headline stats — average rating, response count, comment count — and a per-session breakdown with each session's rating and expandable comments.

The AI digest
When AI is enabled, Summarize with AI reads every written comment and produces:
- An overall sentiment and a short summary.
- Ranked themes (venue, pacing, catering, A/V…) with sentiment and how often each came up.
- The strongest praise, the top concerns, and concrete action items for next time.
It's grounded strictly in real comments — it won't invent praise or complaints — and tells you it's AI-generated so you review before acting.
This is the fastest way to make sense of hundreds of free-text responses after an event.
Related: Program & speakers · Analytics & reports · AI features