Real ChatGPT answer · index seednny57HVnOUEcompleteBeauty and personal care · anti-aginginformational
Are expensive neck firming creams actually worth buying for someone in their late forties, or can I just use my regular facial moisturizer on my neck?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are expensive neck firming creams actually worth buying for someone in their late forties, or can I just use my regular facial moisturizer on my neck?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
dermatologist advice neck cream moisturizer retinoid sunscreen neck skin evidence American Academy Dermatology Google ↗
clinical evidence topical retinoids neck photoaging moisturizer peptides neck firming cream study Google ↗
- How to select anti-aging skin care products · aad.org
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Retinoid or retinol? · aad.org
- Wrinkle remedies · aad.org
- Efficacy and Tolerability of a Novel Topical Treatment for Neck: A Randomized, Double-blind, Regimen-Controlled Study · pubmed.ncbi.nlm.nih.gov
- Clinical and histologic findings after use of a novel combined retinol, tripeptide, and glaucine containing cream in the treatment of photo-aged skin. · pubmed.ncbi.nlm.nih.gov
- A Prospective Double-blind, Placebo-controlled Clinical Trial Evaluating the Efficacy of a Novel Combination of Hyaluronic Acid Serum and Antioxidant Cream for Rejuvenation of the Aging Neck · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist advice neck cream moisturizer retinoid sunscreen neck skin evidence American Academy Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
clinical evidence topical retinoids neck photoaging moisturizer peptides neck firming cream study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |