GEO · GENERATIVE ENGINE OPTIMIZATION

SEO decides if you're found.
GEO decides if AI cites you.

GEOScope is a free online GEO audit tool: enter a URL, get an AI source health report in 30 seconds — diagnose whether ChatGPT, Perplexity, or Claude can understand, trust, and cite your page, with auto-generated JSON-LD fixes. No registration.

// Free · No registration · Shareable report · DeepSeek semantic analysis

Q: Best free offline PDF annotation tool?
AI ENGINE · GENERATING ANSWER
GEO SCORE: 0/100

Why GEO / Why Now

Where Ahrefs and SEMrush can't see
is where your traffic disappears

Traditional SEO tools track rankings and clicks but can't answer the new question: who is the LLM citing? GEOScope is built around three fundamental questions.

Q1 · DISCOVERABILITY

Can AI find you?

Can AI crawlers correctly parse your page? Missing structured data and buried core information make you nearly invisible to AI.

Q2 · CREDIBILITY

Does AI trust you?

Does AI consider you an authoritative source? Author bylines, authority links, and timeliness — E-E-A-T signals determine whether AI dares to recommend you.

Q3 · CITATION RATE

Does AI cite you?

In real AI answers, are you the first recommendation, a footnote, or non-existent? If you can measure it, you can optimize it.

How It Works / 3 Steps

Enter a URL, the rest is automated

1

Server-side Crawl

Our engine fetches the page and extracts all GEO signals: JSON-LD, headings, first paragraph, external links, authorship, dates — every field AI looks at.

2

Rules + LLM Dual-Engine

Rule engine checks verifiable signals; DeepSeek evaluates the semantic layer — intent alignment between Title/H1/opening, and whether the first paragraph clearly states value + trust + action.

3

Report + Actionable Fixes

A 0–100 GEO Score, 8-dimension breakdown, 9-strategy coverage, priority-ranked fix list with estimated impact, and deployable JSON-LD — each report has a shareable link.

Features / v1.0 Available Now

A report built for the generative era

GEO Health Score

8 dimensions, scored out of 100. Every point lost maps to a priority-ranked fix with estimated impact tied to Princeton GEO research.

  • Crawl & AI Access: Are AI bots blocked by robots.txt?
  • Structured Data: JSON-LD presence, type match, field richness
  • AI Discovery Files: llms.txt, .well-known/ai.txt
  • Citability: Statistics, quotations, cited sources — the three strongest levers

One-Click Schema + AI Summary

Auto-detects page type, intelligently fills fields from real content, copy-paste ready. DeepSeek adds site-owner perspective.

  • Auto-identifies SoftwareApplication / FAQPage / Article / Product
  • Detects value props ("browser-side processing", "zero upload") → auto-fills featureList
  • Extracts Q&A from page, adds FAQPage Schema
  • AI flags issues rules can't catch: vague claims, buried value props, missing quotable conclusions

Methodology

Built on academic research, not guesswork

GEOScope's dimensions and weights align with the GEO academic benchmark — the Princeton team's KDD'24 paper GEO: Generative Engine Optimization (arXiv:2311.09735). They tested 9 content strategies across 10,000 queries and measured their real impact on AI citation probability.

9 GEO Strategies · Measured Effect Sizes

Effect sizes represent visibility lift in generative engine responses. Green-bordered cards are the three most reliable levers — prioritize these if missing.

Cite Sources

Cite Sources

≈ +27~115%
Statistics Addition

Statistics Addition

≈ +33~40%
Quotation Addition

Quotation Addition

≈ +41%
Authoritative Voice

Authoritative Voice

Moderate positive
Fluency Optimization

Fluency Optimization

≈ +29%
Easy-to-Understand

Easy-to-Understand

Domain-dependent
Technical Terms

Technical Terms

Domain-dependent
Unique Words

Unique Words

Neutral
Keyword Stuffing

Keyword Stuffing

Harmful · Remove
① Reproducible8 dimensions, dozens of signals quantified by fixed rules. Same input always yields the same score — independent of model mood.
② Research-GroundedWeights and fixes are directly tied to measured effect sizes from the Princeton GEO paper, not generic "optimize this" advice.
③ Signals LLMs Can't Seerobots AI bot blocking, llms.txt presence, schema type matching, authority link ratios — these can't be reliably checked via a single prompt.
④ Actionable OutputPriority-ranked fix list with estimated impact (e.g. "+33~40% citation rate") that you can implement directly.

Roadmap

From audit to monitoring to auto-optimization

AI Source Auditor NOW · v1.0 Web

Online GEO Score + DeepSeek semantic analysis + auto Schema generator + shareable reports. You're looking at it.

AI Search Console BUILDING

Track your citations across ChatGPT, Perplexity, Copilot, Gemini, and others — citation rate, position, sentiment (recommend / neutral / warn), and competitor gap analysis.

Content GEO Rewriter PLANNED

Auto-generate or rewrite content using GEO-optimized formulas: pain-point hook + solution + zero-barrier trust signal + high-intent terms. Auto-insert authority citations and FAQ blocks, plan topic clusters, publish to CMS.

FAQ

Common Questions

What's the difference between GEO and SEO?

SEO optimizes for search engine rankings and click-throughs. GEO (Generative Engine Optimization) optimizes for how well LLMs understand, trust, and cite your website in their generated answers. Getting cited by AI is the new #1 ranking.

How is the GEO Score calculated?

8 dimensions (Crawl & AI Access · Structured Data · AI Discovery Files · Front-loading · Citability · Semantic Clarity · Authority & E-E-A-T · Content Health), totaling 100 points. Rules handle verifiable signals (referencing Schema.org and Google Helpful Content guidelines), while DeepSeek evaluates the semantic layer.

Is it free? Do I need to sign up?

Online audits are completely free, no registration required. Reports have independent shareable links. Phase II (continuous AI citation monitoring) will offer subscription plans.

How do I use the generated JSON-LD?

Copy the code block from the report, paste it into your page's <head>. Verify with Google Rich Results Test. Re-audit to see your score improve.

Does GEOScope practice what it preaches?

Yes — this page has WebApplication + Organization + FAQPage structured data, an llms.txt file at the root, robots.txt that explicitly allows all major AI crawlers, and a clear opening paragraph stating value and trust. Don't believe us? Paste our URL into the audit box above and test it.

Why shouldn't you be the next site AI cites?

Enter a URL, get your first AI source health report in 30 seconds — become an authoritative source before your competitors do.

↑ Start Free Audit