Real ChatGPT answer · index seed8PHJCLYG2U0completeBeauty and personal care · salons and spascomparison
What kind of daily facial cleanser should I use after getting an exfoliating spa treatment to avoid destroying my skin barrier?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of daily facial cleanser should I use after getting an exfoliating spa treatment to avoid destroying my skin barrier?
1 real search · 1 real-search pass
gentle cleanser after chemical peel exfoliating facial avoid active ingredients skin barrier dermatologist adviceGoogle ↗
OBSERVEDInstruction
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
gentle cleanser after chemical peel exfoliating facial avoid active ingredients skin barrier dermatologist advice Google ↗
- Recommendations on Periprocedural Skincare for Energy-Based Dermatologic Procedures · pmc.ncbi.nlm.nih.gov
- Chemical Peels Pre-Care and After-Care · usdermatologypartners.com
- How to safely exfoliate at home · aad.org