AI Recommendation Intelligence
AI is choosing winners in your category. Do you know who?
When someone asks ChatGPT, Claude, or Gemini for a product recommendation, certain brands consistently appear at the top. Others don’t appear at all. We reveal which — and why.
View the ReportsThe brands AI recommends are not always the brands consumers search for. We surface the gap between marketplace popularity and AI visibility.
How we analyze AI behavior
We classify AI by commercial interest
Not all AI recommendations are equal. We separate independent models (Claude), search-grounded models (Perplexity), and commerce-influenced models (ChatGPT, Gemini) to reveal how commercial integrations shift what gets recommended.
We run standardized benchmarks
Three prompts per category, same questions across every model, collected monthly. We parse brand mentions, rank position, and frequency to build comparable datasets over time.
We surface who’s invisible
Most brands never appear in AI recommendations. We identify the gaps between what AI models recommend and what consumers actually buy, so brands can act on the difference.
Your competitors are showing up in AI results. Are you?
Get a free AI Visibility Audit — see exactly how ChatGPT, Claude, and Gemini talk about your brand.
Request Your Free Audit