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Most analytics tell you how many conversations happened. The Conversation Digest tells you what happened in them. Each period, Animam reads your bot’s full conversations — messages and the tools it actually called — and emails you an analysis no dashboard of counters can produce. It runs on a skeptical evaluator (a separate, more capable model than the one running your chat), reviewing the conversations against your bot’s own mandate.

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What it surfaces

  • Notable conversations — strong buying/contact/sign-up intent, qualified leads, long conversations that landed, trust questions handled well. Persisted as a registry of golden examples.
  • Actions claimed without a real tool call — when the bot says “I’ve forwarded your request” but no tool actually fired. A serious, otherwise-invisible defect: only reading the conversation against the tool history catches it.
  • Tool failures — success/failure rate per tool, with detail.
  • Unmet demands — what visitors asked for that you don’t yet offer, clustered by theme.
  • Suggestions — 3–5 concrete improvements (knowledge to add, a CTA to insert, a tool that’s missing or broken).

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How notability is judged

The analysis receives the same context your bot has — its persona, knowledge base, and the tools it actually exposes — then judges each conversation against your bot’s mandate, not a fixed checklist. “Notable” means different things for an e-commerce store, a clinic, or a directory — the digest adapts because it reads your bot’s own configuration.

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Frequency

Weekly, daily, or monthly — depending on your plan — plus on-demand runs.
  • Scheduled digests email your configured recipients.
  • On-demand: trigger one anytime (subject to a monthly quota) from the API or MCP.

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Trigger it from an agent (MCP)

run_digest(slug, days?)              # run an on-demand digest
list_notable_conversations(slug)     # read the golden-examples registry
See the MCP tools reference.

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Availability

The Conversation Digest with AI analysis is a paid capability (included on higher plans, available as an add-on otherwise). A stats-only version is available as a free teaser. Talk to your conversations once a week, analyzed by the most capable model — with concrete actions, not just charts.