How do I fix horizontal neck lines that suddenly look much worse after losing twenty pounds, and can topical firming creams actually help tighten that skin today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I fix horizontal neck lines that suddenly look much worse after losing twenty pounds, and can topical firming creams actually help tighten that skin today?
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
topical retinoids neck wrinkles photoaging evidence moisturizer peptides skin tightening dermatology guidance Google ↗
American Academy Dermatology retinoid wrinkles sunscreen moisturizer neck skin crepey Google ↗
- Evaluation of a retinol containing topical treatment to improve signs of neck aging · pubmed.ncbi.nlm.nih.gov
- Evaluation of a retinol containing topical treatment to improve signs of neck aging - Sullivan - 2023 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- Many ways to firm sagging skin · aad.org
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Wrinkle remedies · aad.org
- Retinoid or retinol? · aad.org
- How dermatologists treat sun-damaged skin · aad.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical retinoids neck wrinkles photoaging evidence moisturizer peptides skin tightening dermatology guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology retinoid wrinkles sunscreen moisturizer neck skin crepey OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |