Real ChatGPT answer · index seedl8RyKuYOgGkcompleteBeauty and personal care · men's groominginformational
What specific peptides and retinols should I look for when sourcing the best anti aging cream for men for my new product line?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific peptides and retinols should I look for when sourcing the best anti aging cream for men for my new product line?
2 real searches · 1 real-search pass
cosmetic retinoids retinol retinaldehyde photoaging clinical evidence review peptides palmitoyl tripeptide copper tripeptide evidence formulation stability supplier qualityGoogle ↗
OBSERVEDReason
FDA cosmetics anti-aging claims drug claims retinol cosmetic labeling United StatesGoogle ↗
OBSERVEDShort fact
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
cosmetic retinoids retinol retinaldehyde photoaging clinical evidence review peptides palmitoyl tripeptide copper tripeptide evidence formulation stability supplier quality Google ↗
FDA cosmetics anti-aging claims drug claims retinol cosmetic labeling United States Google ↗
- Retinoid stability and degradation kinetics in commercial cosmetic products. · pubmed.ncbi.nlm.nih.gov
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.ncbi.nlm.nih.gov
- Cosmetics Labeling Claims · fda.gov
- Wrinkle Treatments and Other Anti-aging Products · fda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cosmetic retinoids retinol retinaldehyde photoaging clinical evidence review peptides palmitoyl tripeptide copper tripeptide evidence formulation stability supplier quality OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FDA cosmetics anti-aging claims drug claims retinol cosmetic labeling United States OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |