Filed under: AI search readiness

Your site's AI answerability, on the record.

We audit how well your website is built to be read, quoted, and cited by AI-powered search — ChatGPT, Claude, Perplexity, and Google's AI Overviews. A technical report with actionable fixes, not marketing fluff.

No tracking pixels · no gradients · no fluff · View a sample report →
Audit report — preview
https://example.com/llm-optimization
0/100
B
Strong AI visibility
Content signals 9/10
Technical SEO 8/10
Entities 6/10
Citations 4/10
How it works

Three steps to your report

01
Enter your URL

Paste any page or domain. We validate it for safety before crawling.

02
Run the analysis

Our engines run 30+ checks across content, structure, entities, and technical SEO.

03
Read your report

Receive a technical audit with prioritized fixes you can copy and paste.

What we check

30+ technical checks across 10 categories

Our frozen 100-point scoring model covers the factors that determine whether your content appears in AI-generated answers.

01
Quote readiness

Question-style headings and structured content that LLMs can lift verbatim.

10%
02
Fact density

Tables, lists, and numbers that provide citable, extractable content.

8%
03
Media-to-text balance

Avoiding content that's too image-heavy to be quotable.

5%
04
Entity data

JSON-LD structured data for Organization, Product, FAQ, and How-To.

12%
05
Intelligence signals

Query coverage across what/who/problem/outcome dimensions.

10%
06
Citation quality

Presence of 20-60 word paragraphs suitable for AI citations.

8%
07
AI crawler access

robots.txt permissions for ChatGPT, Claude, Perplexity, and Googlebot.

12%
08
Rendering risk

SSR vs. client-side JS detection that hides content from crawlers.

10%
09
Freshness

dateModified, sitemap lastmod, and content recency indicators.

8%
10
Trust signals

About, contact, and author pages that establish E-E-A-T.

7%
Report preview

A technical audit, not a buzzword bingo

resend.com B
0/100
Strong AI visibility
Quote readiness9/10
Fact density7/10
Entity data8/10
AI crawler access6/10
Rendering risk5/10
Trust signals8/10
Intelligence signals7/10
Citation quality6/10
Freshness9/10
Media-to-text7/10
Priority roadmap
1 Add JSON-LD FAQ markup Medium effort
2 Add robots.txt for AI crawlers Low effort
3 Increase fact density in pricing High effort
SEO vs. GEO

SEO optimizes for crawlers. GEO optimizes for answers.

Technical SEO metrics
Backlink profile
Keyword rankings
Page speed (LCP)
Mobile-friendliness
Domain authority
+
Quote-ready content
Fact density
AI crawler access
Structured entities
Citation-ready paragraphs
Source attribution
Research insights

Built on real data

Only 27% of top domains pass AI crawler checks

Most sites block ChatGPT, Claude, or Perplexity in robots.txt — eliminating them from AI answers entirely.

Quote readiness correlates 0.83 with answer frequency

Sites with question-style H2 headings are 4x more likely to be cited by ChatGPT.

JSON-LD entity coverage is the biggest gap

Only 38% of audited sites have complete Organization and FAQ structured data.

Sample reports

See it in action

Built by Mandar Mawale

I built GEO Auditor while researching how AI search engines read, understand, and cite web content. The goal was to turn that research into a practical technical audit that shows what a website is doing well and where it can improve.