Croda dominates AI beauty ingredient discovery as suppliers face GEO gaps
The Pitman Comms Visibility Index Report has named Croda as the winner in the beauty industry’s behind-the-scenes Generative Engine Optimization (GEO) search results. The B2B consultancy analysis of ChatGPT’s beauty sourcing recommendations highlights wide disparities across AI visibility. The UK-focused test posed ChatGPT with six unbranded supplier-discovery questions, focused on buyers’ cosmetic ingredient search specifications across five ingredient categories. Croda stood out with a clear lead as the only company to achieve consistent recognition across all five categories.This Technical Paper is brought to you by Ashland.
David Gordon, co-founder and CEO at EvanHealy, talks to us about building a botanical skin care brand in an increasingly crowded market. He explains how EvanHealy’s approach to ethical sourcing centers on personal relationships with farmers and producers, trust, and working with people who have a deep understanding of the land. We also explore the impact of climate change on botanical skin care and why direct engagement with farms is becoming increasingly important to ensure an ethical relationship with botanical sourcing.
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David Gordon, co-founder and CEO at EvanHealy, talks to us about building a botanical skin care brand in an increasingly crowded market. He explains how EvanHealy’s approach to ethical sourcing centers on personal relationships with farmers and producers, trust, and working with people who have...






























