Methodology
A documented sample, not a magic ranking.
What we test
A full Beacon audit generates 12 buyer-intent questions from the business name, category, and target location. Each question is submitted to the labeled model runs in the report. We retain the prompt, raw answer, model label, and timestamp.
How we score
The AEO Visibility Score combines mention rate, prominence when mentioned, and share of voice relative to competitors named in the sampled answers. The score is a concise way to compare documented scans; the underlying answer evidence is the source of truth.
Important limits
AI responses can differ by model version, time, location, account state, and the product’s own search or retrieval systems. Beacon does not guarantee a placement, traffic outcome, or that every user sees the same answer. We recommend reviewing a report before publishing any generated fix.
What happens next
The report prioritizes gaps and can generate a fix pack. You can implement it yourself or request Beacon Implemented for guided deployment, pre-publish review, and a verification re-scan.