> For the complete documentation index, see [llms.txt](https://docs.getdot.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.getdot.ai/train-dot/user-feedback.md). # User Feedback is valuable input for learning Users can either upvote or downvote a response from Dot. This feedback tells admins where Dot's knowledge base needs work. ## Negative feedback 👎 is the signal worth acting on. Dot learns from being corrected far more than from being approved of: a downvote, ideally with a sentence about what the right answer was, tells an admin exactly which definition, table, or note is missing or wrong.

## Positive Feedback 👍 marks an answer as good. It is a light-touch signal — useful for seeing which topics are working, but it does not by itself change how Dot answers in the future. ## Admin Overview Admins can see the history of all users. Conversations show a **Feedback** column, based on what users clicked: at least one dislike shows as `Problem`, and likes with no dislikes show as `Success`. Next to it, the **Auto-Review** column shows Dot's own assessment of each conversation — it reviews its answers in the background whether or not anyone clicks anything. See [Maintaining Dot](/train-dot/maintaining-dot.md) for how to work through both signals.