Data-driven insights on how brands appear in AI-powered search. Original benchmark reports analyzing ChatGPT, Perplexity, and Google AI visibility for executive decision-making.
Comprehensive industry analysis with actionable insights for improving your AI search presence across major platforms.
We ran 1,125 AI queries across 5 platforms in English, French, and Spanish to map how AI recommends — and critiques — sustainable beauty brands. L'Oréal leads with 320 mentions. Dove is 77% negative. Weleda and Biossance have zero negative mentions.
We ran 6,780 AI queries across ChatGPT, Google AI Overview, Gemini, and Perplexity in Spanish, English, and Portuguese to map AI airline visibility across Latin America. 7 markets, 19 airlines, 3 languages.
12% of U.S. adults are on GLP-1 medications and turning to AI for food guidance. We ran 120 queries across ChatGPT and Gemini — with and without GLP-1 user memory context — to find which food brands AI recommends.
We ran 660 queries across 4 AI engines to find out which hotel brands show up when travelers plan spring break trips. Major chains dominate 2:1 — but lifestyle brands win on quality when they appear.
We tested 292 web-grounded prompts across 10 markets, 3 languages, and 3 AI engines asking "Who will win the 2026 World Cup?" to uncover geographic and language bias patterns.
We tested 178 travel queries across Mindtrip and ChatGPT, generating 352 responses and tracking 890 citations. Analysis reveals 58.7% disagreement rate and significant partner influence.
Comprehensive analysis of how 15 major cruise brands appear in AI-powered search across ChatGPT, Google AI Overview, and Perplexity.
Contact us to discuss a custom benchmark report analyzing your brand and competitors across AI platforms with actionable strategic recommendations.