# Documentation is a slight overperformer in the page-type matrix | Trakkr Research

Canonical URL: https://trakkr.ai/trakkr-research/page-type-performance/facts/documentation-is-a-slight-overperformer-in-the-page-type-matrix
Published: 2026-03-14
Last updated: 2026-03-14
Author: Mack Grenfell

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](https://trakkr.ai/trakkr-research/page-type-performance/answers/are-service-and-use-case-pages-underrated-for-ai-citations) - Related answer page
- [do homepages help with ai citations](https://trakkr.ai/trakkr-research/page-type-performance/answers/do-homepages-help-with-ai-citations) - Related answer page
- [owned vs third party citation tracker](https://trakkr.ai/trakkr-research/page-type-performance/trackers/owned-vs-third-party-citation-tracker) - Related tracker page

## Data And Sources

- [AI Crawls Your Product Pages. It Cites Your Blog.](https://trakkr.ai/trakkr-research/page-type-performance) - Flagship study behind this page
- [Page JSON](https://trakkr.ai/data/research-answers/page-type-performance/facts/documentation-is-a-slight-overperformer-in-the-page-type-matrix.json) - Machine-readable companion file