AgentReadyAI visibilityCaffeine & CommerceShopify agency

How weekly AI answer changes work

A weekly digest of material gained or lost mentions, citations, wrong-entity answers, and confirmed competitor movement — with links to the exact answers, not a new score.

When enough comparable AI answers exist across two completed check cycles, AgentReady can email a weekly digest of what materially changed: brand mentions gained or lost, your site cited or no longer cited, newly negative or wrong-entity answers, and movement among competitors you confirmed.

Every line links to the exact answers we measured. The digest narrates evidence. It does not invent a new headline visibility score.

When a numeric alert fires

  • We need at least eight comparable answers in both the before and after windows.
  • The rate must move by at least 15 percentage points (for example, 40% to 55%).
  • If either bar is missed, we say there is not enough evidence yet — we do not send a noisy daily alert stream.

What is not market movement

  • Provider timeouts or failed captures show as acquisition notes, not as lost mentions.
  • Question-set rebuilds, language changes, or method mix changes show as configuration notes so they cannot masquerade as market movement.
Tip · Open AI answers in the app to drill from any digest line into the dated answer text when it is still retained.
Was this helpful?

Still need a hand?

Can't find what you're looking for? We read every message and usually reply the same day.

Contact support