Real ChatGPT answer · index seed3pFgJyjZZHYcompleteBeauty and personal care · anti-aginginformational
What active ingredients should I look for when choosing neck firming creams that target both crepey texture and loss of elasticity?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What active ingredients should I look for when choosing neck firming creams that target both crepey texture and loss of elasticity?
1 real search · 1 real-search pass
evidence topical retinoids peptides niacinamide hyaluronic acid ceramides vitamin C urea skin aging wrinkles collagen dermatology neck skinGoogle ↗
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 retinoids peptides niacinamide hyaluronic acid ceramides vitamin C urea skin aging wrinkles collagen dermatology neck skin Google ↗
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Retinoid or retinol? · aad.org
- Top weapons in skin aging and actives to target the consequences of skin cell senescence - Draelos - 2024 - Journal of the European Academy of Dermatology and Venereology · onlinelibrary.wiley.com
- Efficacy and tolerability of a hyaluronic acid‐based serum and a peptide‐rich cream for the face and neck in subjects with photodamaged skin · pmc.ncbi.nlm.nih.gov