Real ChatGPT answer · index seedPUZBRtr0k0UcompleteBeauty and personal care · anti-aginginformational
Can topical application of The Ordinary anti-aging serums truly reverse micro-damage caused by glycation in the dermis over the long term?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can topical application of The Ordinary anti-aging serums truly reverse micro-damage caused by glycation in the dermis over the long term?
3 real searches · 1 real-search pass
advanced glycation end products skin dermis collagen crosslinks topical treatment review retinoids antioxidants clinical evidenceGoogle ↗
OBSERVEDReason
The Ordinary skincare ingredients peptides retinoids vitamin C niacinamide official products claimsGoogle ↗
OBSERVEDDefinition
topical antiglycation agents skin clinical evidence reversal collagen AGE crosslinks dermis 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
advanced glycation end products skin dermis collagen crosslinks topical treatment review retinoids antioxidants clinical evidence Google ↗
The Ordinary skincare ingredients peptides retinoids vitamin C niacinamide official products claims Google ↗
topical antiglycation agents skin clinical evidence reversal collagen AGE crosslinks dermis review Google ↗
- Topical treatments and skin‐resurfacing techniques for skin ageing - Chng, WQ - 2021 · doi.org
- Topical and systemic skin aging interventions: Evidence, pitfalls and perspectives · researchprofiles.ku.dk
- Synthetic and Natural Agents Targeting Advanced Glycation End-Products for Skin Anti-Aging: A Comprehensive Review of Experimental and Clinical Studies · pmc.ncbi.nlm.nih.gov
- Synthetic and Natural Agents Targeting Advanced Glycation End-Products for Skin Anti-Aging: A Comprehensive Review of Experimental and Clinical Studies · pubmed.ncbi.nlm.nih.gov
- Regenerative Therapies for Cosmetic Dermatology for Patients with Diabetes Mellitus: Skin Aging, Aesthetic Concerns, and Evidence-Based Best Practices · mdpi.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
advanced glycation end products skin dermis collagen crosslinks topical treatment review retinoids antioxidants clinical evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
The Ordinary skincare ingredients peptides retinoids vitamin C niacinamide official products claims OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
topical antiglycation agents skin clinical evidence reversal collagen AGE crosslinks dermis review OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |