As someone running a day spa, what is the consensus on reducing neck wrinkle lines using over the counter retinol versus peptides?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As someone running a day spa, what is the consensus on reducing neck wrinkle lines using over the counter retinol versus peptides?
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). 1 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 retinol versus peptides photoaging wrinkles clinical evidence review neck skin dermatology Google ↗
American Academy Dermatology retinoid wrinkles retinol sunscreen sensitive skin neck Google ↗
- Retinoid or retinol? · aad.org
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.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 - Rao - 2023 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- 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
- Cosmeceuticals in photoaging: A review · pmc.ncbi.nlm.nih.gov
- Oral and topical peptides for skin aging: systematic review and meta-analysis of randomized controlled trials · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical retinol versus peptides photoaging wrinkles clinical evidence review neck skin dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology retinoid wrinkles retinol sunscreen sensitive skin neck OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |