Real ChatGPT answer · index seed4vvy3w6bVeIcompleteBeauty and personal care · anti-aginginformational
Can you explain how to choose a good neck firming cream that actually works on sagging skin for someone in their late sixties?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain how to choose a good neck firming cream that actually works on sagging skin for someone in their late sixties?
1 real search · 1 real-search pass
dermatologist evidence retinoids photoaging neck skin sagging topical creams retinol peptides moisturizer older adultsGoogle ↗
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
dermatologist evidence retinoids photoaging neck skin sagging topical creams retinol peptides moisturizer older adults Google ↗
- View product · cvs.com
- View product · ulta.com
- View product · skinceuticals.com
- View product · nordstrom.com
- Many ways to firm sagging skin · aad.org
- Caring for your skin in menopause · aad.org
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org