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llms.txt GeneratorService and use-case pages are the strongest overperformers
Service and use-case pages operate at a 1.87x citation efficiency within the page-type matrix.
Problem-framed pages are unusually efficient citation assets.
The numbers behind it.
- Service-page efficiency
- Service and use-case pages are strong overperformers.
- 1.87x
The evidence.
| Measure | Result |
|---|---|
| Service-page efficiency Service and use-case pages are strong overperformers. | 1.87x |
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.
What to do with this
Strategists should prioritize service and use-case documentation because these formats align directly with the operator-style queries that artificial intelligence models are optimized to resolve.
Cite this fact.
Source study: Page Type Performance“Service and use-case pages run at 1.87x citation efficiency in the page-type matrix.”
AI Crawls Your Product Pages. It Cites Your Blog. - Trakkr Research · Service and use-case pages are the strongest overperformers
AI Crawls Your Product Pages. It Cites Your Blog. · Trakkr Research · Updated 14 March 2026