Beauty
L'Oréal Group: The Most-Cited Beauty Entity Inside the AI Engines
L'Oréal Group leads beauty Citation Share across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The entity profile: four divisions, 37+ brands, the AI Beauty Tech stack, and the M&A pipeline through 2026.