Are luxury anti-aging creams containing marine collagen peptides actually capable of improving dermal density, or is it just clever marketing?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are luxury anti-aging creams containing marine collagen peptides actually capable of improving dermal density, or is it just clever marketing?
3 real searches · 1 real-search pass
topical marine collagen peptides cream dermal density clinical evidence human study review collagen skin topicalGoogle ↗
OBSERVEDReason
topical collagen skincare penetration stratum corneum hydrolyzed collagen clinical evidence dermatology reviewGoogle ↗
OBSERVEDReason
oral collagen peptides skin dermal density randomized controlled trial systematic reviewGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
topical marine collagen peptides cream dermal density clinical evidence human study review collagen skin topical Google ↗
topical collagen skincare penetration stratum corneum hydrolyzed collagen clinical evidence dermatology review Google ↗
oral collagen peptides skin dermal density randomized controlled trial systematic review Google ↗
- Efficacy and Safety of Topical or Oral Hydrolyzed Collagen in Women with Dermatoporosis: A Randomized, Double-Blind, Factorial Design Study · 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
- The effects and mechanisms of collagen peptides for alleviating skin ageing | Food, Nutrition and Health · link.springer.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 · doi.org
- Use of Collagen in Cosmetic Products · pmc.ncbi.nlm.nih.gov
- Collagen-Based Products in Wound, Skin, and Health Care · pmc.ncbi.nlm.nih.gov
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pubmed.ncbi.nlm.nih.gov
- Long-term treatment of photoaged human skin with topical retinoic acid improves epidermal cell atypia and thickens the collagen band in papillary dermis. · pubmed.ncbi.nlm.nih.gov
- How to select anti-aging skin care products · aad.org
- Wrinkle remedies · aad.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical marine collagen peptides cream dermal density clinical evidence human study review collagen skin topical OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
topical collagen skincare penetration stratum corneum hydrolyzed collagen clinical evidence dermatology review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
oral collagen peptides skin dermal density randomized controlled trial systematic review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |