Generate an AI report from your feedback

AI Reports reads every feedback comment in a date range and returns a structured report, so finding patterns no longer means tagging comments by hand. Go to Analytics and click Generate AI Report.

AI Summary Report showing executive summary, most requested improvements with mention counts and sentiment labels

Each report gives you:

  • An executive summary with feedback volume, overall sentiment, and the most notable finding.
  • The top recurring themes, each with a mention count, a sentiment label, and a real user quote.
  • Concrete recommendations for what to fix next, based on the patterns in your own data.

Actionable recommendations generated by AI Reports, including specific steps to improve documentation

Once a report is generated you can copy it to share with your team, or regenerate it for a fresh analysis.

Run one before a documentation rewrite and one a few weeks after. The themes that disappear are the evidence the rewrite worked.

One thing to know before you turn it on: OpenAI is now a third-party data subprocessor. Team admins can opt out of AI features under Team settings, and the security overview has the detail.

AI Reports is available on the Unlimited plan. See AI Reports for what it produces and /pricing for what the plan includes.