Vendor reportAirOps, 21 Jul 2026

48% of AI citations come from community Q&A sites, professional social, editorial platforms, and review platforms

Entity & brand presence

48%

of AI citations come from community, social, editorial, and review platforms

Reader Note:: Reddit, YouTube, LinkedIn, X, Wikipedia, Medium, G2, Trustpilot are included in these categories.
Evidence:: Observed behaviour
Vendor interest:: High — This comes from a company with a commercial interest in this market, so it is not a neutral source.
Sample:: Mixed source. AirOps references analyses of more than 12,000 pages, more than 21,000 brands, and 5.5 million AI answers, plus outside surveys and customer examples. Selection and detailed methodology are not disclosed on this page.

Good for

Comparing yourself against a similar segment, and choosing what to test next.

Not for

Saying that one thing caused another, or predicting what you would get.
This comes from a company with a commercial interest in this market, so it is not a neutral source.
The source says how much it looked at, but not how any of it was chosen.
The source never says how this number was measured.

85%

of brand mentions in AI search come from third-party sources, not from the brand's own site

Overlap between Reddit discussions and AI brand recommendations ranges from 20% to 50% depending on the product category

Brand Overlap Between Reddit Discussions and AI Recommendations by Category
Category	Total brands (count)	Brands shared between Reddit and AI (count)
Baby and Kids	140	70
Clothing and Accessories	182	67
Electronics	103	37
Office and Workspace	187	65
Beauty and Personal Care	147	49

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Reddit posts from 2025 onward, likely too new to be in AI training data, matched AI chatbots’ brand rankings almost as closely as pre-2023 posts (0.469 vs 0.513)

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90%

of third-party citations in AI answers come from listicles, comparisons and review sites

Brands Reddit communities rate highest tend to be the ones AI chatbots recommend most — average rank correlation of 0.554 across 12 consumer product categories

4.4x

How much better an AI search visitor converts compared to an organic search visitor, on average

48% of AI citations come from community Q&A sites, professional social, editorial platforms, and review platforms

Good for

Not for

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