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llms.txt GeneratorDo the most-cited pages look more structured than the average web page?
Yes. Highly cited pages are much more likely to use schema markup, canonical tags, Open Graph tags, and long-form content than the average web page.
The key numbers.
- Pages with schema
- Share of cited pages with schema markup.
- 67.8%
- Canonical tag rate
- Share of cited pages with a canonical tag.
- 91.4%
- OG tag rate
- Share of cited pages with Open Graph tags.
- 89.2%
- Average word count
- Average word count of cited pages.
- 2,289.6
Cited pages function as deliberate publishing assets rather than lightly formatted landing pages, requiring specific technical and structural elements to maximize machine readability.
The evidence.
| Measure | Result |
|---|---|
| Pages with schema Share of cited pages with schema markup. | 67.8% |
| Canonical tag rate Share of cited pages with a canonical tag. | 91.4% |
| OG tag rate Share of cited pages with Open Graph tags. | 89.2% |
| Average word count Average word count of cited pages. | 2,289.6 |
Population and method
Built from 1,465 AI-cited pages across 950 domains, using 28,033 citation opportunities and page-level crawl analysis.
Where the evidence stops
Most findings are correlational. Overrepresented traits are not the same as proven causal lifts.
Some subgroups, especially FAQ Schema + FAQ Content, are relatively small and should be read carefully.
The study looks at cited pages rather than all uncited pages in the open web, so it is best used as a benchmark profile.
What to do with this
- Make answer pages denser, more structured, and explicit about authorship and freshness.
- Implement schema markup to improve machine readability without treating it as a substitute for strong content.
- Design pages to be extractable using concise answers, tables, lists, authors, and clearly marked evidence.
Operators must prioritize technical SEO elements and content density when allocating resources for page refreshes, as structural completeness directly correlates with citation frequency.
Questions about this answer.
Cite this answer.
Source study: Anatomy of a Citation“Yes. Highly cited pages are much more likely to use schema markup, canonical tags, Open Graph tags, and long-form content than the average web page.”
Mack Grenfell · Do the most-cited pages look more structured than the average web page?
The Anatomy of an AI Citation · Trakkr Research · Updated 30 March 2026