GEO Scoring Factors Deep-Dive
The GEO Readiness Score in 42crawl isn't a random number. It's a weighted aggregate of 10 distinct technical and content factors that AI search engines use to evaluate, parse, and cite content. This is the heart of your generative engine optimization strategy.
The 10 Factors of GEO
1. AI Bot Access (15%)
We check your robots.txt and infrastructure to see if major AI crawlers are allowed. Optimization: Ensure your firewall doesn't block legitimate AI researchers. This is a core part of technical SEO.
2. Structured Data Presence (20%)
LLMs use JSON-LD and Schema.org markup as a "dictionary" to understand your page. Optimization: Implement detailed Article and FAQ schemas.
3. Content Structure & Hierarchy (15%)
We analyze the semantic skeleton of your page, including proper H1-H3 nesting. Optimization: Ensure a logical flow from general to specific.
4. FAQ Content & Patterns (10%)
AI engines love Q&A formats because they are easy to extract for direct answers. Optimization: Use clear question headings followed by concise answers.
5. Citation & Source Density (10%)
Reliability is a key metric. We look for links to authoritative domains (.edu, .gov). Optimization: Source your statistics and link to original research.
6. Author & Entity Information (10%)
AI systems prioritize content with a clear "Author" entity to establish E-E-A-T. Optimization: Add detailed Person schema for authors.
7. Content Freshness (10%)
We look for datePublished and dateModified signals. Optimization: Regularly update your high-value content.
8. Quotations & Statistics (5%)
Specific data points make content more "citable." Optimization: Include specific numbers rather than generalities.
9. Semantic HTML & Landmarks (5%)
We check for landmark tags that help machine "readers" navigate. Optimization: Use roles like role="main" and role="navigation".
10. AI Discovery Files (Bonus)
The presence of llm.txt and ai.txt files provide a significant boost. Optimization: Maintain a concise llm.txt at your root.
How to Improve Your Score
- Start with the Big Three: Access, Schema, and Structure account for 50% of your score.
- Audit on a Page Level: Use the GEO Tab for individual pages to see specific gaps.
- Monitor Core Web Vitals: Faster pages are easier for AI bots to process and index.
By optimizing for these factors with our SEO crawler, you move from being just a "link" to becoming a "trusted source" in the generative AI ecosystem. This is the ultimate goal of GEO optimization.
Next Steps:
- Run a Live AI Bot Access Test.
- Generate your AI Discovery Files.