Beauty
The Beauty Citation Share Index 2026
A 2026 ranking of 25 beauty brands by how often they appear, and how favorably their source ecosystem is cited, inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews answers. CeraVe leads.
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charlotte-tilbury
Beauty
Who Owns the Answer in Beauty: The 2026 Citation Map
The 25 beauty brands AI engines surface when consumers ask the questions that matter — and the editorial map behind why ingredient transparency now beats heritage.