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Posts tagged: research

All posts related to research. Explore expert insights and actionable strategies for AI Visibility optimization.

Five AI engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews) returning different beauty brand recommendations for the same prompt, from AIVO's Beauty Representation Report.
Industry InsightsHigh Priority

How AI Recommends Beauty Brands: We Measured 750 Answers Across 5 Engines

Fifty prompts, five AI engines, three runs each, 750 sampled answers, and a 95% confidence band on every number. This is how AI represents beauty brands in 2026.

July 17, 20267 min10
beautyai-visibilitychatgpt+2 more
AIVO AI discovery ecosystem: a brand at the center orbited by ChatGPT, Gemini, Google, Claude, Perplexity, Copilot, Grok, and Meta AI as the new layer of AI search.
Industry InsightsHigh Priority

AI Doesn't Recommend Who You Think

The AI search visibility data from 1M+ citations, and why the brands winning are not the ones spending the most.

July 2, 20269 min168
ai-visibilityai-searchresearch+2 more