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Docs are a niche but important citation layer

Domains in the current docs map account for 0.18% of the citation index.

Docs are not broad recommendation winners, but they show up when the prompt becomes technical.

The numbers behind it.

Docs category share
Partial hand-maintained source classification.
0.18%
Citation appearances
80,769,585 appearances in the verified October 14, 2026 snapshot.
80.8M

The evidence.

Source
AI Citation Index

MeasureResult
Docs category share

Partial hand-maintained source classification.

0.18%
Citation appearances

80,769,585 appearances in the verified October 14, 2026 snapshot.

80.8M

What this study measured.

An observational snapshot.
Tested 14 October 2026.

Read the full methodology

Population and method

Built from 80,769,585 citation appearances across 725,777 unique domains in the latest valid snapshot for 1,928 tracked brands, observed from October 3, 2025 to October 14, 2026.

Where the evidence stops

The index is a changing panel of tracked brands and prompts, not a random sample of all AI responses.

Domain share is observational. It does not establish causal influence or reveal the full retrieval set.

The hand-maintained source taxonomy is partial: 88.40% of citation appearances remain in “other”.

Model attribution, response-level citation denominators, geography, raw prompts, and raw responses are not retained in the public aggregate.

What to do with this

The result should be read as a narrow domain-category count, not a census of documentation pages.

“Domains in the current docs map account for 0.18% of the citation index.”

AI Citation Index - Trakkr Research · Docs are a niche but important citation layer
AI Citation Index · Trakkr Research · Updated 14 October 2026

https://trakkr.ai/trakkr-research/citation-sources/facts/docs-are-a-niche-but-important-citation-layer
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