AI Readiness Score
Fetch-and-parse audit of the signals AI search engines (ChatGPT, Perplexity, Google AI Overviews, Gemini) use to cite pages. No LLM guesswork in the score — just deterministic checks.
What is the AI Readiness Score?
AI search engines don't just count backlinks and keywords. ChatGPT, Perplexity, Gemini, and Google AI Overviews prefer pages that are clearly structured, factually verifiable, and easy to quote. The AI Readiness Score (also called a GEO / AEO audit) is a fast, URL-level diagnostic that checks how well your page signals those qualities.
We fetch and parse your page in real time, then score it on the technical and content markers AI assistants rely on: schema markup (JSON-LD), logical heading hierarchy, direct-answer formatting (lists, tables, definitions), entity/author credibility signals, and LLM-readable metadata. The result is a 0–100 score, a letter grade, and a prioritized fix list — no guesswork, just actionable SEO.
How this tool helps you
Spot why AI engines ignore you
See exactly which structural signals are missing so LLMs can understand, trust, and cite your page.
Fix the highest-impact items first
The audit ranks fixes by weight, so you know whether schema, headings, or entity signals matter most for this URL.
Compare any URL in seconds
Run your own page, then a competitor's — side-by-side proof of where you're winning and losing in AI search.
Make content LLM-quotable
Direct-answer formatting, concise definitions, and clear H2/H3 structure make it easier for AI assistants to quote you verbatim.
Prove E-E-A-T quickly
Author bylines, publish dates, and entity links aren't just for Google — they help AI models trust your source.
Feed into a broader GEO strategy
Use the score as a baseline before you invest in schema, entity graphs, and AEO-ready content rewrites.
Who should use it
- • SEO managers who want to defend traffic against AI overviews and chat-based search.
- • Content strategists auditing whether existing pages are ready for LLM citations.
- • SaaS founders & CMOs comparing their site to competitors in AI search visibility.
- • Agencies pitching GEO/AEO retainers with a tangible, client-friendly score.
Frequently asked questions
What does the score actually measure?+
The score measures how well your page signals AI-readiness across schema, headings, direct-answer formatting, entity/author signals, and LLM-readable metadata. Each check has a weight and contributes to the total 0–100 score and A–F grade.
Is this the same as a traditional SEO audit?+
No. Traditional SEO audits focus on crawlability, links, and keywords. This audit focuses on the signals that help AI assistants (ChatGPT, Perplexity, Gemini) understand, trust, and cite your page. It's complementary to a standard SEO audit.
Do I need to install anything or give access?+
No. Just paste a public URL. We fetch and parse it like a search engine would, so no logins, plugins, or site access are required.
How long does the audit take?+
Most audits finish in under 20 seconds. The exact time depends on the page size and how fast your server responds.
What happens if my page is behind a login or firewall?+
The audit can only read publicly accessible URLs. If your page requires authentication or blocks crawlers, we can't score it. Use a publicly visible landing page or blog post instead.
Can you implement the fixes for me?+
Yes. eSearchLogix offers GEO/AEO retainers that include schema implementation, entity optimization, heading restructuring, and LLM-ready content rewrites. Use the CTA below to get in touch.
Ready to make your pages AI-search ready?
This audit is a quick health check. eSearchLogix builds full Generative Engine Optimization programs — schema, entity graphs, and content engineered for LLM citations.