Is your site ready for AI search?
Enter your URL. I fetch the page and grade how citable it is for AI answer engines like ChatGPT, Perplexity, and Google AI Overviews. You get a real diagnostic, not a self-graded quiz.
Your readiness score, per-signal grades, and a prioritized action plan will appear here.
A real diagnostic, not a self-graded quiz
I built this to replace the old self-scored checklist with something honest. When you submit a URL, the tool fetches your actual homepage, runs deterministic technical checks, then sends the real page text to a language model that grades how an AI answer engine would treat it. The score you see reflects that live analysis.
It grades six qualitative signals that decide whether AI engines quote you: entity clarity, answer-first structure, topical depth and authority, citable formatting, freshness, and brand consistency. Each one comes with a finding grounded in your page and one specific fix.
Want me to go deeper than a homepage read, with a full prompt panel across engines and a prioritized fix list? Book a free 30-minute call or reach me here.
Common questions
Short answers on what the scorecard measures, how it works, and how often you can use it.
What does the AI Search Readiness Scorecard measure?
It runs deterministic technical checks (HTTPS, homepage reachability, meta description, H1, JSON-LD, robots.txt access for AI crawlers, llms.txt) and then an AI grade across six qualitative signals: entity clarity, answer-first structure, topical depth, citable formatting, freshness, and brand consistency.
How is this different from a self-graded quiz?
It is not a quiz. The tool fetches your actual page and sends the real text to a language model that grades how an AI answer engine would treat it. The score reflects the live analysis of your site, not boxes you tick yourself.
Which AI model powers the grade?
The qualitative grade runs through OpenRouter, defaulting to a fast frontier model. Results reflect one model on one day in 2026. AI answers shift with model updates and retrieval context, so treat this as a directional signal, not a guarantee.
How often can I run a scorecard?
The tool is rate-limited to five runs per hour per visitor to keep it free. Identical URL and focus combinations are cached for 24 hours, so repeat runs return the same result without extra API cost.