Rated response with reason
Thumbs plus a short structured reason, so the signal is diagnosable rather than a bare score.
Northfield Dental is on 40 seats and renews on 14 November. Leo Martin owns the account, and their usage is up 12% since July.
In the wild
How 2 products ship this pattern. Click a screenshot to enlarge it.


When to use
Any generative surface you intend to evaluate and improve.
Seen in
ChatGPT feedback dialog, Claude rating, Copilot inline feedback, Intercom Fin resolution tags.
For engineers
Log the full request context with the rating; free-text reasons need clustering to be useful.
Build prompt
A neutral, component-only prompt for a coding agent. Edit the stack block or anything else to fit your project, then copy it.
Download this prompt as Markdown, or every prompt as JSON for an agent.
Critique checklist for feedback & correction
These questions apply to every pattern in this family. Ticks are saved in this browser.