What over the counter products actually work for treating crepey arm skin and loose neck skin without having to resort to expensive cosmetic procedures
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What over the counter products actually work for treating crepey arm skin and loose neck skin without having to resort to expensive cosmetic procedures
1 real search · 1 real-search pass
American Academy of Dermatology retinoids wrinkles sunscreen moisturizer crepey skin neck arms evidence topical retinolGoogle ↗
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 (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 retinoids wrinkles sunscreen moisturizer crepey skin neck arms evidence topical retinol Google ↗
- View product · walmart.com
- View product · ulta.com
- View product · walmart.com
- Many ways to firm sagging skin · aad.org
- How to select anti-aging skin care products · aad.org
- Retinoid or retinol? · aad.org
- Wrinkle remedies · aad.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- How dermatologists treat sun-damaged skin · aad.org