Real ChatGPT answer · index seedTRualKEySFAcompleteBeauty and personal care · anti-aginginformational
Is there any scientific evidence that preventative anti aging treatments can soften existing deep wrinkles, or do they only prevent new ones from deepening further
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The searches the AI actually ran for this prompt.
SEED QUERY
Is there any scientific evidence that preventative anti aging treatments can soften existing deep wrinkles, or do they only prevent new ones from deepening further
3 real searches · 1 real-search pass
clinical evidence topical tretinoin photoaging existing wrinkles randomized controlled trials systematic review retinoids collagen wrinklesGoogle ↗
OBSERVEDConsequence
evidence sunscreen prevention and improvement photoaging wrinkles randomized trial skin agingGoogle ↗
OBSERVEDConsequence
fractional laser microneedling deep wrinkles evidence review photoaging treatmentGoogle ↗
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). 2 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
clinical evidence topical tretinoin photoaging existing wrinkles randomized controlled trials systematic review retinoids collagen wrinkles Google ↗
evidence sunscreen prevention and improvement photoaging wrinkles randomized trial skin aging Google ↗
fractional laser microneedling deep wrinkles evidence review photoaging treatment Google ↗
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials. · pubmed.ncbi.nlm.nih.gov
- Comparative efficacy of topical interventions for facial photoaging: a network meta-analysis · pmc.ncbi.nlm.nih.gov
- Comparing Tretinoin to Other Topical Therapies in the Treatment of Skin Photoaging: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Sunscreen and prevention of skin aging: a randomized trial · pubmed.ncbi.nlm.nih.gov
- Daily Use of a Facial Broad Spectrum Sunscreen Over One-Year Significantly Improves Clinical Evaluation of Photoaging · pubmed.ncbi.nlm.nih.gov
- Systematic review and meta-analysis of randomized clinical trials comparing efficacy, safety, and satisfaction between ablative and non-ablative lasers in facial and hand rejuvenation/resurfacing. · pubmed.ncbi.nlm.nih.gov
- Outcomes and adverse effects of ablative vs nonablative lasers for skin resurfacing: A systematic review of 1093 patients · pubmed.ncbi.nlm.nih.gov
- Laser resurfacing · mayoclinic.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clinical evidence topical tretinoin photoaging existing wrinkles randomized controlled trials systematic review retinoids collagen wrinkles OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
evidence sunscreen prevention and improvement photoaging wrinkles randomized trial skin aging OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
fractional laser microneedling deep wrinkles evidence review photoaging treatment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |