How We Measure AI Search Visibility

Monitoring playbook for Bing AI Performance, Search Console, and grounded query visibility.

Short answer: Track cited pages and grounding queries in Bing Webmaster AI Performance, plus long-tail question performance in Google Search Console.

Which tools should we monitor?

• Bing Webmaster Tools (AI Performance view)
• Google Search Console (query + landing page reports)
• Branded and non-branded prompt-like query clusters

Which query clusters matter?

• mimoto
• private chat analysis
• iMessage export
• on-device message analysis
• relationship report from messages

How often should this be reviewed?

Weekly for early launch, then bi-weekly once trends are stable.

Not a fit

If the team is not prepared to iterate content from insights, instrumentation alone will not improve discoverability.