How it works

One audit, from crawl to client-ready report.

SiteAuditorPro runs the full SEO audit, measures real performance, and samples AI answer engines, then turns it into two clear scores.

1

Crawl and parse

We fetch the page, parse its HTML, and gather network-level technical signals (robots, sitemap, HTTPS, redirects, canonical).

2

Measure performance

Real Core Web Vitals come from Google PageSpeed Insights, combining Lighthouse lab data with real-user field data when available.

3

Sample AI answers

We sample answer-engine style prompts and classify whether the brand or a named competitor is cited, using strict mention detection.

4

Score and report

Findings roll up into two scores and a prioritized, client-ready report with evidence behind every line.

Methodology principles

Measured, honest, and inspectable.

Two scores, never blended

Search Health and AI Mention Share are reported separately. There is no single black-box visibility number.

Strict mention detection

Ambiguous AI mentions are excluded from strict score denominators and shown as needs-review evidence, not counted as wins.

No Gemini probes

AI sampling never uses Gemini. Evidence is recorded per prompt so every classification can be inspected.

Scores currently use methodology AI Visibility 0.2-provisional and are directional. Calibrated benchmark claims are held back until calibration and agency validation are complete.

See it on your own site.

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