GEO Content Readiness Score
GEO (Generative Engine Optimization) is the new SEO. Our AI-powered scorer evaluates your page across 5 dimensions that determine whether AI engines will cite you: citability, authority, structure, freshness, and quotation-friendliness. Get a 0-100 score plus the top 5 fixes with impact estimates.
AI analyzes the page for AI Overview / ChatGPT / Perplexity citability and returns a 0–100 score.
How it works
A short, focused workflow — input, run, read the result.
Enter your article URL
The tool fetches the page and extracts key signals (word count, schema, headings, lists) before analyzing the body with AI.
Read the category breakdown
5 categories scored 0-100: citability (factual claims), authority (E-E-A-T signals), structure (FAQ/lists/tables), freshness (dates/recency), quotation-friendliness.
Apply the top fixes
Each fix is tagged with high/medium/low impact so you can prioritize the changes that move the score the most.
What is GEO, and why does content readiness decide whether AI engines cite you?
GEO, or Generative Engine Optimization, is the discipline of optimizing content for citation in AI Overviews, ChatGPT, Perplexity, and Claude. It is distinct from traditional SEO: traditional SEO optimizes for ranking, GEO optimizes for being cited as a source.
What this GEO content readiness scorer covers
Every category that predicts whether an AI engine will cite your page.
- Citability score — rates whether the page makes clear, factual claims an AI can lift and attribute without rewording.
- Authority score — checks E-E-A-T signals including named author, author bio, Person schema, and recognized source citations.
- Structure score — evaluates use of FAQ blocks, bulleted lists, comparison tables, and H2/H3 patterns AI engines parse cleanly.
- Freshness score — verifies visible publication and update dates, and flags claims older than 24 months on time-sensitive topics.
- Quotation-friendliness score — rates the page on concise, standalone sentences an AI can lift verbatim as a direct quote.
- Top 5 fixes with impact — lists the highest-impact changes first, each tagged high, medium, or low so you know where to start.
- FAQ block detection — flags missing FAQ markup, which is the single most common structure signal AI Overviews look for.
- List and table density — measures how much of the page is structured as lists and tables, which AI engines cite 2-3x more often than prose.
Who uses this GEO content readiness scorer
Content and SEO teams who care about being cited by AI engines, not just ranking in blue links.
You manage 200 articles and want to know which ones have a realistic shot at AI Overview citations in the next 90 days.
Score every page, prioritize the ones above 50 with quick wins, ignore the ones below 30 until you rewrite.
Your team ships 8 articles a week and you want a content brief that scores 75+ on GEO readiness out of the gate.
Audit the brief before writing, build in FAQ blocks and named sources, ship at 80+ instead of 45.
You pitch AI-search-optimization as a service and need a defensible score to show clients the gap.
Run the client and 3 competitors, present a side-by-side GEO scorecard with the top 5 fixes per domain.
Your 10,000-page site has authority but scores 35 on GEO readiness, so AI Overviews skip it entirely.
Identify the systemic structure gaps, ship a template with FAQ and list blocks, lift the average to 65.
You write about AI and want to break into ChatGPT citations on 'how does X work' style queries.
Audit your last 20 posts, add FAQ blocks and named sources, see citation rate double in 60 days.
You generate 50 articles a month with AI and need a quality gate before any post goes to a client.
Run every draft through the scorer, reject anything below 60, ship only pages that meet the citability bar.
Related glossary terms
Want a deeper dive? These glossary entries explain the concepts behind this tool.
Frequently Asked
Questions
Generative Engine Optimization (GEO) scoring for AI Overviews, ChatGPT citations, and Perplexity answers in 2026.
GEO (Generative Engine Optimization) is the discipline of optimizing content for citation in generative AI search results (Google AI Overviews, ChatGPT search, Perplexity, Claude). It's distinct from traditional SEO: traditional SEO optimizes for ranking, GEO optimizes for being cited as a source.
Citability: does the page make clear, factual claims that AI engines can lift? Authority: does it show E-E-A-T signals (named author, dates, sources)? Structure: does it use FAQ/list/table patterns AI engines can parse? Freshness: is the content dated and recent? Quotation-friendliness: are there concise, standalone sentences that work as AI quote-bait?
60+ is competitive. 80+ is best-in-class. Most pages score 30-50 out of the box. The top fixes usually boost a page by 15-25 points with focused edits.
The AI Overview Checker analyzes your visibility for a specific query against actual AI Overview results. This tool analyzes the page itself for citability. Use both: the checker for query-level strategy, this for page-level optimization.
Same reason as the AI Citation Scanner. AI costs. 8/hr per IP. Higher limits available in the SERPView product.
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