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AI WhatsApp Agents

Understanding your AI agent analytics

Track deflection rate, CSAT, confidence distribution, and the top ten unanswered questions — the four metrics that drive the biggest weekly gains for your AI agent.

3 min readUpdated 10 Mar 2026

The analytics dashboard tells you where the agent is winning, where it is losing, and what to fix next. Check it weekly for the first month, monthly after that.

The four numbers that matter

  • Deflection rate — share of conversations the agent resolved without human handoff. Healthy is 55–75%.
  • CSAT after AI-only chats — if this is below 4.2/5, tighten your handoff rules.
  • Confidence distribution — a right-skewed distribution with most conversations above 0.85 is the goal.
  • Top ten unanswered questions — directly feed these into new FAQ documents for the agent to learn from.

Enterprise customers also get cohort analytics — returning customers, first-time buyers, high-LTV — so you can tune tone per segment.

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