Real ChatGPT answer · index seedLGjKDHeMnK0completeBeauty and personal care · clean beautycommercial
Can I use Ilia concealer if I have severe acne or is the Kosas formula less likely to clog pores based on dermatologists opinions
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I use Ilia concealer if I have severe acne or is the Kosas formula less likely to clog pores based on dermatologists opinions
1 real search · 1 real-search pass
dermatologist review ILIA True Skin Serum Concealer acne prone clog pores ingredients vs Kosas Revealer Concealer dermatologistGoogle ↗
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
dermatologist review ILIA True Skin Serum Concealer acne prone clog pores ingredients vs Kosas Revealer Concealer dermatologist Google ↗
- Revealer Concealer | Hydrating + Brightening · kosas.com
- Revealer Concealer | Hydrating + Brightening · kosas.com
- ILIA True Skin Serum Concealer — Ingredients & Comedogenic Rating · skinwis.com
- Ilia True Skin Serum Concealer (Ingredients Explained) · skinsort.com
- Skin Blur Serum Concealer with 12-Hour Wear - ILIA · sephora.com
- I have acne! Is it okay to wear makeup? · aad.org