Feedback

Agent / AI output feedback — thumbs plus optional context for training and monitoring

Under a mock assistant message

Submit stores your choice as a filled thumb; hover the control for what, when, and comment. Click again to edit (Save changes / Delete feedback). Demo mirrors the last FeedbackSubmitEvent below (see browser console for full payload).

Here is a concise summary of the document you uploaded. The main themes are onboarding, retention, and pricing experiments from Q3.

No feedback sent yet in this session.

Standalone control

Same component without chat context. The popover uses fixed positioning and flips above the buttons or slides horizontally when there is not enough room below or at the viewport edge — it does not extend the page scroll height.

Rate quality / safety / usefulness of the last model output.