Most tools blend everything into one “score.” We don't. Every metric belongs to one of three tiers, and each card in your report carries a chip telling you which — so you always know how much to trust it.

Measured

Objective facts

Pulled straight from your site or Google's own tools. These should match an external check — and we put a “Verify ↗” button on those cards so you can do exactly that.

Includes: AI Crawlability (SSR), Performance & Load Speed (Google Lighthouse), Security & SSL, SEO, Content, Accessibility, Local Visibility.

AI estimate

Tadaaah's own model

Our AI-readiness model. Useful and directional — but there is no industry-standard “GEO score” to check it against. It's our informed read, not a measurement.

Includes: GEO, AEO, GSO, AI Friendliness, Design.

Estimated

A proxy

Inferred from on-page signals, not measured directly. Notably “Off-page signals”: this is NOT a real backlink count — for your true link profile, use Ahrefs, SEMrush or Moz.

Includes: Off-page signals (estimated).

Metric Type Source Verify with
AI Crawlability (SSR)MeasuredRaw HTMLView Source (Ctrl/Cmd+U)
Performance / Load SpeedMeasuredGoogle Lighthouse (mobile)PageSpeed Insights ↗
Security / SSLMeasuredTLS / HTTP headersSSL Labs ↗
AccessibilityMeasuredOn-page rulesLighthouse ↗ · WAVE ↗
SEO / Content / Local VisibilityMeasuredOn-page signalsRich Results ↗ · Lighthouse
GEO / AEO / GSOAI estimateTadaaahNo standard — test by asking ChatGPT / Perplexity
DesignAI estimateAI vision (Claude)Subjective by nature
Off-page signalsEstimatedOn-page proxyAhrefs ↗ · SEMrush · Moz
Google PageSpeed InsightsPerformance & Core Web Vitals — compare in Mobile mode.
SSL LabsFull TLS / SSL grade for your domain.
Rich Results TestValidates your structured data (schema).
Ahrefs / SEMrushYour real backlink profile (ours is an estimate).

• Lighthouse scores vary run-to-run (Google says so themselves): expect ±5–10 points, and compare against Mobile mode.

• GEO / AEO / GSO are our AI-readiness model — there is no external ground truth. The real validation: is your site actually cited by ChatGPT and Perplexity?

• “Off-page signals” is a proxy, not a backlink count — it won't match Ahrefs, and that's expected.