Documentation is a slight overperformer in the page-type matrix | Trakkr Research
Docs slightly outperform their crawl share.
Methodology: Built from 337,362 citations and 11,406,191 crawler visits across 882 brands, with page-type classification and crawl-to-citation matching.
Claim
Documentation pages operate at a 1.13x citation efficiency relative to their crawl share.
Why it matters
Strategists should prioritize structured technical documentation as a reliable mechanism for influencing AI outputs, as these formats demonstrate a measurable advantage in retrieval and citation algorithms.
Supporting metrics
| Metric | Value | Context |
|---|---|---|
| Documentation efficiency | 1.13x | Docs slightly outperform their crawl share. |
Related pages
Continue through the same study cluster.
- are service and use case pages underrated for ai citations - Related answer page
- do homepages help with ai citations - Related answer page
- owned vs third party citation tracker - Related tracker page
Data & Sources
- AI Crawls Your Product Pages. It Cites Your Blog. - Flagship study behind this page
- Page JSON - Machine-readable companion file