Feedlytic collects what your users think. This listing puts it where you already are.

The widget goes on your site, users leave a rating and a message, and Gemini pulls out the recurring themes, the sentiment, and the things worth doing about it. That part is unchanged - what this adds is that you can ask about it instead of opening a dashboard.

The tools are shaped around the two questions people actually have. "What are users unhappy about?" is get_insights: themes and action items already extracted, which is a far better answer than an agent reading two hundred messages and summarising them itself, slowly and at length. "Show me the actual complaints" is get_feedback with max_rating set, which returns the messages themselves and the ids you need to act on them.

Then update_feedback_status closes the loop. Triage is the part of feedback work that is pure clicking - twelve items to mark resolved, one at a time - and it is exactly what an agent should absorb. Ids come from get_feedback, and anything outside your own projects is ignored rather than changed, with the count of skipped ids in the response so nothing is quietly dropped.

What the tools deliberately do not do is create issues in GitHub or JIRA, change integration settings, or touch billing. Those integrations exist and work; firing them from a conversation is a different risk, and opening tickets in someone's tracker is not a default worth having.

Full product at feedlytic.ai.