Which US retail store had the highest AI mention rate in September 2026?
In September 2026, we analyzed 4,940 ChatGPT and 4,940 Google Gemini recommendations across seven travel and hospitality categories to compile the AI Visibility Index.
Visibility in AI recommendations doesn’t guarantee the top spot. See how travel and hospitality brands rank, where AI platforms diverge, and which sources shape their recommendations.
In Q4 2026, we analyzed 3,210 ChatGPT and 3,210 Google Gemini recommendations across eight media and entertainment categories to compile the AI Visibility Index.
AI-generated recommendations are reshaping how consumers discover media and entertainment services. Brand visibility remains competitive, but frequent mentions don't always translate into top recommendations.
In September 2026, we analyzed 5,630 ChatGPT and 5,630 Google Gemini recommendations across five automotive categories to compile the AI Visibility Index.
AI is reshaping automotive discovery, but visibility depends on more than brand strength. Recommendation rankings vary by category, while the sources AI relies on are shifting—changing how brands compete to get seen.
AI-powered search is reshaping how consumers discover products, and it's creating urgent monetization challenges for publishers, browsers, and commerce platforms. Consumers spend an average of at least 23 minutes a day in AI chat platforms, and that time will more than double by 2028, according to industry experts. "Consumers on average spend at least 23 minutes within AI chat today, and that will more than double by 2028," said John Nitti, global chief business officer at adMarketplace, during a panel at Advertising Week New York this week. "Advertising expenditure is actually a two-year lag. So the consumer has always been ahead of marketing."
In Q3 2026, we analyzed 4,010 ChatGPT recommendations across 13 tech hardware and device categories to compile the AI Visibility Index.
AI recommendations for tech hardware and devices are becoming more selective, with fewer brands and sources breaking through. Our Q3 2026 index tracks visibility in 13 categories across the industry.
AI mentions in personal care and beauty favor established brands, but visibility can shift quickly with model updates. Our Q3 index tracks ChatGPT visibility across nine industry categories.
AI recommendations are reshaping pet care product discovery. In this industry’s inaugural report, we track ChatGPT brand visibility in Q3 2026, the sources informing recommendations, and what it takes to stay competitive.
AI recommendations are reshaping how consumers discover products. In our inaugural report on the food and beverage industry, we track ChatGPT brand visibility in Q3 2026, the sources informing recommendations, and what it takes to stay competitive.
AI recommendations are reshaping how consumers discover household and cleaning products. In this industry’s inaugural report, we track ChatGPT brand visibility in Q3 2026, the sources informing recommendations, and what it takes to stay competitive.
Reddit helps shoppers vet AI advice: Consumers check AI recommendations on Reddit, giving brands purchase influence that clicks may not capture.
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