Real ChatGPT answer · index seedVwYkhEe0oewcompleteBeauty and personal care · clean beautycomparison
Between Kosas and Ilia, which brand has better shade matching and less separation issues in hot retail store conditions?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between Kosas and Ilia, which brand has better shade matching and less separation issues in hot retail store conditions?
1 real search · 1 real-search pass
Kosas vs ILIA foundation shade match undertones reviews separation heat humidity wear testGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Kosas vs ILIA foundation shade match undertones reviews separation heat humidity wear test Google ↗
- Concealer + Foundation Shade Finder for Your Foundation Match · iliabeauty.com
- ILIA foundation shades, measured · houseofmoselle.com
- Kosas foundation shades, measured · houseofmoselle.com
- Clean Makeup: Ilia, Kosas & Westman Atelier Review · beautecosmetic.com
- Revealer Skin-Improving Foundation SPF 25 · kosas.com
- Kosas BB Burst Tinted Moisturizer Gel Cream with Copper Peptides Rich Deep Neutral Olive 44 1 oz · sephora.com
- ILIA True Skin Serum Foundation · ulta.com
- ILIA Super Serum Skin Tint SPF 40 - Hydrating Foundation · ulta.com