Are there cheaper alternatives to the SkinCeuticals C E Ferulic that actually work for fading dark sun spots on sensitive skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there cheaper alternatives to the SkinCeuticals C E Ferulic that actually work for fading dark sun spots on sensitive skin?
1 real search · 1 real-search pass
evidence topical treatments solar lentigines sun spots sensitive skin vitamin C azelaic acid niacinamide tranexamic acid sunscreen dermatologyGoogle ↗
OBSERVEDReason
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
evidence topical treatments solar lentigines sun spots sensitive skin vitamin C azelaic acid niacinamide tranexamic acid sunscreen dermatology Google ↗
- How to fade dark spots in darker skin tones · aad.org
- Topical Treatments for Melasma and Their Mechanism of Action. · pubmed.ncbi.nlm.nih.gov
- Solar lentigo · dermnetnz.org
- Global consensus on the management of melanin hyperpigmentation disorders - Passeron - 2026 - Journal of the European Academy of Dermatology and Venereology · onlinelibrary.wiley.com
- Brown spots, lentigos and freckles · dermnetnz.org