Is AI recommending your brand or your competitors?
ChatGPT and Gemini are the new product discovery channel. We track daily which brands they mention, recommend, and rank across 8 industries and 20 countries.
Updated daily across ChatGPT, Gemini and Claude · Historical dataset built from structured prompt tracking
Visibility
How often a brand appears in AI-generated answers
Mentions
Frequency across tracked prompts per industry
Recommended
How often AI explicitly suggests the brand
Sentiment
Positive vs neutral vs negative context
What we're seeing in this dataset
- A small number of brands dominate AI answers in each industry — visibility is highly concentrated, not evenly distributed.
- AI models rely heavily on review platforms, authoritative content, and structured data to decide which brands to cite.
- ChatGPT tends to favor review platforms and comparison sites. Gemini shows stronger preference for media and content hubs. Claude leans more on structured and authoritative sources.
- Visibility shifts week to week — brands that actively optimize gain measurable ground.
Region
Industry
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