Real ChatGPT answer · index seedhebPFNyUDtUcompleteBeauty and personal care · anti-aginginformational
Can drinking more collagen peptides actually help improve skin elasticity naturally, or is it mostly marketing hype according to recent dermatologists?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can drinking more collagen peptides actually help improve skin elasticity naturally, or is it mostly marketing hype according to recent dermatologists?
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
oral collagen peptides skin elasticity dermatologists evidence 2025 2026 systematic review randomized trials dermatology Google ↗
American Academy of Dermatology collagen supplements skin evidence dermatologist skin elasticity Google ↗
- Oral Collagen Peptides and Skin Rejuvenation: A Systematic Review and an Updated Meta‐Analysis of Randomized Controlled Trials - Batool - 2026 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- Oral Collagen Peptides and Skin Rejuvenation: A Systematic Review and an Updated Meta‐Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Effects of Collagen Supplements on Skin Aging: A Systematic Review and Meta-Analysis of Randomized Controlled Trials · pubmed.ncbi.nlm.nih.gov
- Effects of Collagen Supplements on Skin Aging: A Systematic Review and Meta-Analysis of Randomized Controlled Trials · sciencedirect.com
- Hydrolyzed Collagen for Skin Aging Meta‐Analyses Are Unreliable - Grimes - 2026 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
oral collagen peptides skin elasticity dermatologists evidence 2025 2026 systematic review randomized trials dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy of Dermatology collagen supplements skin evidence dermatologist skin elasticity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |