Real ChatGPT answer · index seed8qdPd4XppdEcompleteBeauty and personal care · anti-aginginformational
Is it true that natural and organic anti-aging skincare products are less effective than synthetic formulas containing scientifically tested ingredients like retinol and peptides?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it true that natural and organic anti-aging skincare products are less effective than synthetic formulas containing scientifically tested ingredients like retinol and 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). 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
clinical evidence retinoids photoaging wrinkles topical retinol dermatology review peptides skincare evidence natural organic skincare clinical trials Google ↗
American Academy Dermatology anti-aging skin care retinoids sunscreen vitamin C peptides evidence Google ↗
- Cosmeceuticals for antiaging: a systematic review of safety and efficacy. · pubmed.ncbi.nlm.nih.gov
- Skincare ingredients recommended by cosmetic dermatologists: A Delphi consensus study · pubmed.ncbi.nlm.nih.gov
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Evidence for the Efficacy of Over-the-counter Vitamin A Cosmetic Products in the Improvement of Facial Skin Aging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Cosmeceuticals in photoaging: A review · pmc.ncbi.nlm.nih.gov
- Cosmeceuticals in photoaging: A review - Chan - 2024 - Skin Research and Technology · onlinelibrary.wiley.com
- How to select anti-aging skin care products · 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 |
|---|---|---|---|---|---|---|---|
clinical evidence retinoids photoaging wrinkles topical retinol dermatology review peptides skincare evidence natural organic skincare clinical trials OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology anti-aging skin care retinoids sunscreen vitamin C peptides evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |