Real ChatGPT answer · index seedHpPHQD5nlTccompleteBeauty and personal care · anti-aginginformational
Are at home chemical peel pads with lactic and glycolic acids strong enough to replace expensive spa treatments for aging skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are at home chemical peel pads with lactic and glycolic acids strong enough to replace expensive spa treatments for aging skin?
1 real search · 1 real-search pass
American Academy of Dermatology alpha hydroxy acids glycolic lactic acid chemical peels at home skin aging risks sunscreenGoogle ↗
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 alpha hydroxy acids glycolic lactic acid chemical peels at home skin aging risks sunscreen Google ↗
- Alpha Hydroxy Acids · fda.gov
- Glycolic Acid: Benefits for Skin and How To Use · health.clevelandclinic.org
- FDA warns against purchasing or using chemical peel skin products without professional supervision · fda.gov