Results we can show — and baselines we are still working on
We publish three kinds of results: wins, partial wins and starting points. All three companies below are affiliated with BeautyGEO's founding team, which is why we can publish them in full.
Yanse Cosmetics
Oil blotting paper, acne patches, sheet masks. Named in 5 of 7 answers, first in 4.
Vella
Low-MOQ airless and custom packaging for indie brands. Ranked #2 by ChatGPT; not named by Perplexity. Work in progress.
BESTCLEAN
Turnkey GMP cleanrooms and equipment. Not named by either engine in September 2026 — this is the baseline we will report against.
Why we publish baselines, not only wins
A case study page that only shows first places tells you nothing about how the work goes. Vella's split result and BESTCLEAN's absence are the starting points we will report against every month in the AI Supplier Index.
See what ChatGPT, Perplexity and Gemini say about your company — before your buyers do.
We run real buyer prompts for your category and send you the unedited answers, the suppliers being recommended instead of you, and the three fixes that matter most.