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Which beauty brands does ChatGPT recommend? CeraVe, La Roche-Posay, The Ordinary, Neutrogena and more — ranked by AI share of voice. Free, updated monthly by Knownful.
A monthly measure of which beauty brands large language models actually surface, and which sources they cite to do it. Scored as share of voice across AI answers.
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Few independent sources are named in this sector.