AEO.METRY helps teams examine what can be verified in public and investigate live outputs only when humans collect the evidence. The distinction protects decisions from unsupported claims.
We separate deterministic observations from variable model behavior. Public-web, entity, technical and structured-data evidence can be assessed consistently; live engine output must be observed and documented in context.
Automated Scans assess the public foundation. Human-led Deep AI Engine Investigations examine selected live engines and prompts. We do not describe a Scan as automated live mention, citation, recommendation or sentiment measurement.
AEO.METRY does not guarantee mentions, citations, recommendations, rankings or model behavior. We are not affiliated with answer-engine providers and do not use direct live-engine integrations for automated tracking.
Review our methodology before selecting an automated assessment or manual investigation.
Read our methodology