I need a cheap chemical exfoliant routine to get rid of dry flaky patches around my nose and forehead without ruining my skin barrier.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a cheap chemical exfoliant routine to get rid of dry flaky patches around my nose and forehead without ruining my skin barrier.
1 real search · 1 real-search pass
dermatologist advice flaky skin around nose forehead seborrheic dermatitis exfoliation barrier gentle skin care lactic acidGoogle ↗
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
dermatologist advice flaky skin around nose forehead seborrheic dermatitis exfoliation barrier gentle skin care lactic acid Google ↗
- Seborrheic dermatitis: Causes and treatment · dermnetnz.org
- Seborrheic dermatitis: Self-care · aad.org
- Shop product · escentual.com
- Shop product · sephora.com
- How to safely exfoliate at home · aad.org
- Signs Your Skin Barrier Is Damaged · health.clevelandclinic.org