Real ChatGPT answer · index seedkpZ6YlObZQ4completeBeauty and personal care · anti-aginginformational
What specific peptides and antioxidants make a neck firming cream truly effective at restoring elasticity to sagging skin?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific peptides and antioxidants make a neck firming cream truly effective at restoring elasticity to sagging skin?
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 peptides skin aging palmitoyl tripeptide copper peptide clinical evidence review collagen wrinkles Google ↗
topical antioxidants vitamin C niacinamide skin aging photoaging evidence retinoids neck skin laxity dermatology review Google ↗
- Many ways to firm sagging skin · aad.org
- Photoaging and Topical Rejuvenation · pubmed.ncbi.nlm.nih.gov
- Top weapons in skin aging and actives to target the consequences of skin cell senescence · pubmed.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
- A framework for the safety evaluation of peptides in cosmetics · 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 peptides skin aging palmitoyl tripeptide copper peptide clinical evidence review collagen wrinkles OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
topical antioxidants vitamin C niacinamide skin aging photoaging evidence retinoids neck skin laxity dermatology review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |