What are the current expert recommendations for safely treating stubborn age spots on the backs of my hands using over-the-counter ingredients?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current expert recommendations for safely treating stubborn age spots on the backs of my hands using over-the-counter ingredients?
3 real searches · 1 real-search pass
American Academy of Dermatology age spots treatment over the counter retinol hydroquinone sunscreen handsGoogle ↗
OBSERVEDConsequence
Mayo Clinic age spots treatment self care when to see doctor changing spotGoogle ↗
OBSERVEDReason
FDA hydroquinone over the counter skin lightening products warning 2025Google ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
American Academy of Dermatology age spots treatment over the counter retinol hydroquinone sunscreen hands Google ↗
Mayo Clinic age spots treatment self care when to see doctor changing spot Google ↗
FDA hydroquinone over the counter skin lightening products warning 2025 Google ↗
- How to fade dark spots in darker skin tones · aad.org
- What can get rid of age spots? · aad.org
- Age spots (liver spots) - Diagnosis and treatment · mayoclinic.org
- What can make my hands look younger? · aad.org
- Skin Product Safety · fda.gov
- FDA Warns Consumers of Skin Products Containing Mercury and/or Hydroquinone · fda.gov
- FDA Advises Against Over-the-Counter Skin Lightening Products | Dermatology | JAMA · jamanetwork.com
- Age spots (liver spots) - Symptoms and causes · mayoclinic.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology age spots treatment over the counter retinol hydroquinone sunscreen hands OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Mayo Clinic age spots treatment self care when to see doctor changing spot OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA hydroquinone over the counter skin lightening products warning 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |