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llms.txt GeneratorOwned versus third-party citation share
The citation layer is overwhelmingly third-party, which means selection depends on both owned pages and outside corroboration. This benchmark pattern indicates that AI systems heavily favor external validation over direct brand sources.
Study: AI Crawls Your Product Pages. It Cites Your Blog. Title: Owned versus third-party citation share.
The key numbers.
- Owned citation share
- Only a small slice of citations point to owned domains.
- 1.84%
- Third-party citation share
- Most citations point to third-party sources.
- 98.16%
- Citations analyzed
- Citation records matched to page types.
- 337,362
The ranked view.
- 198.16%
Third-party pages
The overwhelming majority of citations point outside the brand’s own site.
- 21.84%
Owned pages
Owned-site citations are a tiny share of the full citation graph.
What changed
Third-party citation share
Third-party pages account for 98.16 percent of the citation graph. Most citations point to third-party sources, showing that the overwhelming majority of citations point outside the brand's own site.
Owned citation share
Owned pages account for 1.84 percent of the citation graph. Only a small slice of citations point to owned domains, making owned-site citations a tiny share of the full citation graph.
| Measure | Result |
|---|---|
| Owned citation share Only a small slice of citations point to owned domains. | 1.84% |
| Third-party citation share Most citations point to third-party sources. | 98.16% |
Population and method
Built from 337,362 citations and 11,406,191 crawler visits across 882 brands, with page-type classification and crawl-to-citation matching.
Where the evidence stops
Efficiency is relative to share, so it is best used for prioritization, not as a standalone success metric.
Underperforming page types can still be necessary for other jobs such as onboarding, conversion, or account support.
Crawler behavior and citation behavior are linked but not identical, especially across bot families.
Cite this tracker.
Source study: Page Type Performance“The citation layer is overwhelmingly third-party, which means selection depends on both owned pages and outside corroboration. This benchmark pattern indicates that AI systems heavily favor external validation over direct brand sources.”
Mack Grenfell · Owned versus third-party citation share
AI Crawls Your Product Pages. It Cites Your Blog. · Trakkr Research · Updated 14 March 2026