LLM Authority Index

Category Citation Index

AI SEO and Content Optimization Tools Citation Index

Published Citation Indexes

This index ranks the domains and individual pages explicitly cited across published AI SEO and Content Optimization Tools consensus studies from AI Marketing Consensus Index. The dataset covers research conducted across seven AI platforms and multiple buyer needs.

Snapshot ID
SCO-2026-09-V1
Study research dates
Snapshot published
Last data update
Market
United States
What’s included
Citations from published consensus research in this category.

Published studies

AI platforms

Valid research responses

Excluded responses

Citation Occurrences

Unique domains

Unique normalized URLs

Citation-bearing responses

How Citation Counts Work

A Citation Occurrence is one normalized URL cited in one valid AI research response. The same normalized URL may contribute no more than one Citation Occurrence within the same response. It may count again when cited in a different response, study, or AI platform.

Different URLs from the same domain are separate Citation Occurrences. To prevent that from overstating a domain’s breadth, the index also reports Citing Responses, which counts a domain no more than once per valid response.

Response Coverage is calculated by dividing Citing Responses by all valid responses in the selected scope, including valid responses containing no citations. Failed and excluded responses are not included in that denominator.

View Full Counting and Normalization Rules

Citation Patterns at a Glance

Included studies

Overall Rank

Domain

Occurrences

Citing Responses

Coverage

Platforms

URLs

Details