Is microdermabrasion safer than a light glycolic chemical peel for someone with mild rosacea and occasional textural irregularities on the cheeks?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is microdermabrasion safer than a light glycolic chemical peel for someone with mild rosacea and occasional textural irregularities on the cheeks?
1 real search · 1 real-search pass
rosacea microdermabrasion chemical peels glycolic acid dermatologist guidanceGoogle ↗
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
rosacea microdermabrasion chemical peels glycolic acid dermatologist guidance Google ↗
- 7 rosacea skin care tips dermatologists recommend · aad.org
- S2k guideline: Rosacea - Clanner‐Engelshofen - 2022 - JDDG: Journal der Deutschen Dermatologischen Gesellschaft · onlinelibrary.wiley.com
- Microdermabrasion - StatPearls · ncbi.nlm.nih.gov
- Microdermabrasion - StatPearls · ncbi.nlm.nih.gov