Audit your AI search readiness against Google, OpenAI, and Schema.org standards — and verify how ChatGPT actually answers about you, with reproducible, source-cited results.
Demo Report
Example Dental Clinic
Woking, Surrey
AI Readiness Score
vs Google + OpenAI + Schema.org standards6 of 8 categories passing
3 checks need attention
AI Spot Check · ChatGPT
fingerprint stable ✓Mentioned in 8 of 15 samples
gpt-4o-mini-2024-07-18 · fp_8f3e2a
Top Fix
+14 readiness pointsAdd LocalBusiness JSON-LD with AggregateRating
Deterministic checks against Google's, OpenAI's, and Schema.org's published standards: structured data, AI crawler config, Google Business Profile, and off-site citations.
Pinned-model LLM samples with confidence intervals show how ChatGPT, Gemini, and Google AI actually answer about you — reproducibly, with raw evidence you can verify.
Every failing check comes with a documented fix and its point-value impact on your readiness score. No vague recommendations.
Stop guessing how AI models perceive your brand. Get structured evidence, raw answers, and competitive benchmarks.
Protect Your Brand
Monitor sentiment and accuracy in AI-generated answers.
Action-First Reporting
Every audit ends with a ranked fix list, scored by readiness impact. No vague recommendations.
Reproducible by Design
Deterministic checks plus pinned-model LLM observation mean the same audit returns the same score. Trend lines you can actually trust.
Ready to scale your AI search monitoring? We offer managed setup, white-label reports, and industry-specific benchmarking for high-growth brands and agencies.
Contact us: founder@example.com