May 13, 2026

Analytics dashboard

Aggregate and per-bot analytics: conversation volume, message counts, top sources cited, refusal rate, and token spend — all in one view.

feature

The analytics dashboard is live at /dashboard/analytics. It shows:

  • Conversation volume — daily/weekly trend, by bot
  • Message counts — total and per-conversation average
  • Top sources cited — which of your indexed pages the bot actually uses
  • Refusal rate — how often the bot says "I don't know" (10–25% is healthy; below 10% it's over-answering, above 40% you have a content gap)
  • Token spend — approximate model usage, broken down by bot

Everything updates in real time as conversations come in. You can filter by date range and export a CSV.

Per-bot analytics (the B3 view) are also available from each bot's detail page if you want to drill into a single bot.

Commits: b2bf32d, 9f0d899

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