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llms.txt GeneratorDo AI-cited pages usually have schema markup?
Yes. 67.8% of cited pages in the study have schema markup, versus a 38.5% web average benchmark, and the most-cited subset rises to 80%.
The key numbers.
- Pages with schema
- Share of cited pages with schema markup.
- 67.8%
- Web average schema rate
- Web-wide comparison benchmark.
- 38.5%
- Most-cited pages with schema
- Schema prevalence among the highest-cited subset.
- 80%
Implementing structured data aligns a page with the technical profile of frequently cited sources, improving machine readability for AI models.
The evidence.
| Measure | Result |
|---|---|
| Pages with schema Share of cited pages with schema markup. | 67.8% |
| Web average schema rate Web-wide comparison benchmark. | 38.5% |
| Most-cited pages with schema Schema prevalence among the highest-cited subset. | 80% |
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.
- Use schema to improve machine readability without treating markup as a substitute for strong content.
- Design pages to be extractable using concise answers, tables, lists, authors, and clearly marked evidence.
Technical SEO teams must prioritize schema implementation in their publishing workflows to ensure content meets the baseline machine readability standards observed in top-cited AI sources.
Questions about this answer.
Cite this answer.
Source study: Anatomy of a Citation“Yes. 67.8% of cited pages in the study have schema markup, versus a 38.5% web average benchmark, and the most-cited subset rises to 80%.”
Mack Grenfell · Do AI-cited pages usually have schema markup?
The Anatomy of an AI Citation · Trakkr Research · Updated 30 March 2026