AI PILOT & AGENT

AI Pilot evidence and confidence

What AI Pilot uses, how it shows freshness and confidence, and its limitations.

What AI Pilot uses

Only the selected client's own context:

  • data from connected sources (Search Console, Google Analytics 4 and connected ad accounts);
  • the latest completed Growth Audit;
  • the latest saved competitor analysis (qualitative);
  • the Brand Profile.

It does not browse the web live for your answer.

How answers are labelled

  • Based on N measured sources, or AI judgement when no measured data was cited.
  • AI interpretation: the answer is an interpretation, not a measurement.
  • High, Medium or Low confidence.
  • Evidence used lists each source with its label (Measured, User-provided, Connected data or AI-discovered) and freshness (Fresh, Ageing, Stale or Not synced yet).
  • Limitations and assumptions is always shown.

If an answer cites no data, it says: "Not enough data. This answer is AI judgement only… Treat it as general guidance, not a finding."

Limitations

AI Pilot can be wrong. It is only as good as the evidence available, and stale data makes answers less reliable. Check the evidence before acting.

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