Dark sun spots on my forehead suddenly look so much worse and I need a strong fading product today, what do dermatologists actually recommend that works fast?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Dark sun spots on my forehead suddenly look so much worse and I need a strong fading product today, what do dermatologists actually recommend that works fast?
1 real search · 1 real-search pass
American Academy of Dermatology age spots treatment hydroquinone retinoid sunscreen sudden changing dark spot dermatologist recommendations 2026Google ↗
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
American Academy of Dermatology age spots treatment hydroquinone retinoid sunscreen sudden changing dark spot dermatologist recommendations 2026 Google ↗
- What can get rid of age spots? · aad.org
- Melasma: Diagnosis and treatment · aad.org
- Age spots (liver spots) - Diagnosis and treatment · mayoclinic.org