Real ChatGPT answer · index seedmhLBEz4vv5gcompleteBeauty and personal care · men's groomingcomparison
What does recent dermatologist consensus say about using retinol versus prescription tretinoin for men over forty targeting stubborn forehead expression lines?
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The searches the AI actually ran for this prompt.
SEED QUERY
What does recent dermatologist consensus say about using retinol versus prescription tretinoin for men over forty targeting stubborn forehead expression lines?
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
2025 2026 dermatologist consensus topical tretinoin retinol photoaging wrinkles dynamic forehead lines evidence guidelines Google ↗
American Academy Dermatology retinoids wrinkles tretinoin retinol photoaging dynamic wrinkles forehead lines botulinum toxin Google ↗
- Tretinoin for Photodamaged Facial Skin: Systematic Review and Meta-Analysis of Randomized Controlled Trials · pmc.ncbi.nlm.nih.gov
- An Updated Review of Topical Tretinoin in Dermatology: From Acne and Photoaging to Skin Cancer · pubmed.ncbi.nlm.nih.gov
- Comparative efficacy of topical interventions for facial photoaging: a network meta-analysis · pmc.ncbi.nlm.nih.gov
- Comparative efficacy of topical interventions for facial photoaging: a network meta-analysis. · pubmed.ncbi.nlm.nih.gov
- Botulinum toxin therapy: FAQs · aad.org
- Botulinum Toxin (Botox) for Facial Wrinkles · aao.org
- Retinoid or retinol? · aad.org
- Anti-aging skin care · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 dermatologist consensus topical tretinoin retinol photoaging wrinkles dynamic forehead lines evidence guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology retinoids wrinkles tretinoin retinol photoaging dynamic wrinkles forehead lines botulinum toxin OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |