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Monitor AI answer accuracy monthly and correct drift

30 min monthlyImpact: mediumEffort: low

Monitoring AI answer accuracy monthly and correcting drift means actively watching for AI systems' answers about you changing over time — sometimes for the worse — and taking action when they do rather than assuming accuracy is permanent once achieved.

AI systems' knowledge is not static — a correct answer today can become outdated or wrong as models update, and catching this early prevents prolonged misinformation about your business.

How to do it

  1. 1
    Re-check your core facts across AI systems monthly
    The same core questions checked consistently over time.
  2. 2
    Flag any new inaccuracies immediately
    Drift can appear even in previously correct answers.
  3. 3
    Strengthen source content to correct drift
    Update your website, schema, and structured profiles to reinforce the correct facts.

Common mistakes

How you will know it is done

A monthly accuracy-monitoring process is in place, with at least one instance of identifying and correcting drift.

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