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Feedback

FluentBot has two distinct feedback channels:

  1. Visitor feedback — thumbs-up / thumbs-down on AI and agent replies, captured from the chat widget.
  2. Team feedback — internal feedback you (the FluentBot user) submit about the product itself.

Visitor feedback

AI and agent replies in the widget expose thumbs-up and thumbs-down controls when the message has been saved. Visitors can react to confirm an answer was useful or flag one that wasn’t. Reactions count toward the bot’s totals on:

  • Bot detail statistics — Total Feedback.
  • The bot Analytics page — Positive Feedbacks and Negative Feedbacks cards (see Analytics).

Visitor reactions are tied to the message and chat. They’re useful as a soft signal but not a definitive quality measure.

Reading the signal

  • High thumbs-down rate on a specific question — open the conversation, see what the bot said, decide whether to add a source or refine the prompt.
  • High thumbs-down across the board — tone may be wrong, source coverage may be thin, or answers may need stronger guidance. Inspect Content Gaps and Document Usage for systemic issues.
  • No reactions at all — visitors typically don’t react unless they’re either very happy or very annoyed. Silence is normal.

Optional comment

Thumbs-down opens an optional comment field so visitors can explain why. The comment is stored with that feedback entry.

Team feedback (product feedback)

Open from the main sidebar → Feedback. It’s a form for the FluentBot team’s product feedback — bug reports, feature requests, anything you want to send back.

  • Submissions are tied to your user account.
  • FluentBot admins can reply in the same feedback thread.
Feedback page with the product feedback thread panel and message composer

This is not where visitor message feedback shows up — that lives in bot feedback totals and analytics.

What feedback isn’t

  • Automatic training — the bot doesn’t automatically change behavior from prior thumbs-down. Feedback is for you to decide what to fix.
  • A replacement for testing — a single thumbs-down doesn’t mean the bot is broken. Use the Playground to reproduce.
  • Tied to billing — feedback doesn’t affect plan credits.

Troubleshooting

  • Thumbs missing in the widget — confirm the site is loading the current widget bundle from your FluentBot embed code. Older bundles may not surface them.
  • Counts in Analytics don’t match conversation count — most chats never get a reaction. The mismatch is normal.
  • “Where do I send a bug report?” — use Feedback in the main sidebar.

What’s next

  • Analytics — positive / negative feedback counters.
  • Conversations — drill into the chat behind a thumbs-down.
  • Content Gaps — for “couldn’t answer” cases (separate from feedback).