What is the best way to alternate a budget friendly glycolic acid product with CeraVe resurfacing retinol without causing excessive peeling or redness?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best way to alternate a budget friendly glycolic acid product with CeraVe resurfacing retinol without causing excessive peeling or redness?
1 real search · 1 real-search pass
American Academy of Dermatology retinoid glycolic acid exfoliant irritation alternate nights sunscreen moisturizer guidanceGoogle ↗
OBSERVEDConsequence
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
American Academy of Dermatology retinoid glycolic acid exfoliant irritation alternate nights sunscreen moisturizer guidance Google ↗
- Retinoid or retinol? · aad.org
- Alpha Hydroxy Acids · fda.gov
- Glycolic Acid: Benefits for Skin and How To Use · health.clevelandclinic.org