I have stubborn dark spots left over from hormonal acne breakouts last year, which ingredients actually fade post acne scars the fastest without making my sensitive skin peel off?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I have stubborn dark spots left over from hormonal acne breakouts last year, which ingredients actually fade post acne scars the fastest without making my sensitive skin peel off?
1 real search · 1 real-search pass
dermatology post inflammatory hyperpigmentation treatment azelaic acid niacinamide tranexamic acid sensitive skin sunscreen retinoids guidelinesGoogle ↗
OBSERVEDComparison
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
dermatology post inflammatory hyperpigmentation treatment azelaic acid niacinamide tranexamic acid sensitive skin sunscreen retinoids guidelines Google ↗
- How to fade dark spots in darker skin tones · aad.org
- Postinflammatory hyperpigmentation · dermnetnz.org
- Global consensus on the management of melanin hyperpigmentation disorders · pmc.ncbi.nlm.nih.gov
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- Postinflammatory Hyperpigmentation - StatPearls · ncbi.nlm.nih.gov
- Dermatology: how to manage facial hyperpigmentation in skin of colour · pmc.ncbi.nlm.nih.gov