How products show up in AI answers.
What the assistants cite, from our own audit.
AI assistants such as ChatGPT, Perplexity and Google AI Overviews build answers from pages and videos they can read. A product with clear, disclosed reviews on several sites and channels gives them more to cite. Nobody can make an assistant cite a product. We make sure there are good pages and videos for it to find, and we measure what it cites.
What AI answers cite today.
| Source type | ChatGPT and Perplexity answers citing it | Google AI Overviews citing it |
|---|---|---|
| Publisher or maker site | 60 of 60 | 46 of 48 |
| YouTube | 5 of 60 | 47 of 48 |
| 9 of 60 | 30 of 48 | |
| Retailer | 16 of 60 | 9 of 48 |
| Forum | 3 of 60 | 2 of 48 |
Source: our citation audit, read 2026-11-02. It covers 60 ChatGPT and Perplexity answers and 48 Google results pages for gun buyer questions. We ran each question one time. Treat the counts as a baseline.
Two patterns: chat assistants cite publisher and maker sites, and Google AI Overviews cite YouTube. A product with both kinds of source gives each a page to find.
What we do.
- Review pages with the answer first. Short answer, a spec table and sources, on creator sites and on our review sites.
- Creator videos. Real use on YouTube and short video, where AI Overviews look.
- Disclosed community answers. Named people answering real buyer questions, only where the forum allows it, and always saying the brand paid us.
- Measure. We ask the assistants your buyers’ questions before and after, and report what they cite.
What we do not do.
- No fake reviews, fake accounts or hidden payments.
- No promise that an assistant will cite you.
- No made-up numbers: if we did not measure it, the report says “not measured”.
More guides.
- How Outdoor Influencers worksThe whole system: brands, creators, our review sites and the channels.
- How one review travelsFor brands: one product, reviewed on our site, on video, on social and in forums.
- How creators earnFor creators: affiliate links, brand placements and products to review.
- Product seedingFor brands: send product to creators the right way.
- Brand deals for creatorsFor creators: how outdoor brand programs work.