Is it safe to use retinol and tretinoin on the neck and chest area, or is the skin there too delicate for such potent ingredients?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it safe to use retinol and tretinoin on the neck and chest area, or is the skin there too delicate for such potent ingredients?
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
topical tretinoin neck chest skin irritation evidence dermatology retinoid photoaging guidance Google ↗
retinol neck chest application sensitive skin dermatologist recommendations Google ↗
- Neck Lines and Wrinkles: Causes and Treatments · health.clevelandclinic.org
- Topical retinoids (vitamin a creams) · dermnetnz.org
- Topical tretinoin for treating photoaging: A systematic review of randomized controlled trials · pmc.ncbi.nlm.nih.gov
- Acne: Diagnosis and treatment · aad.org
- DailyMed · dailymed.nlm.nih.gov
- Retinoid or retinol? · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical tretinoin neck chest skin irritation evidence dermatology retinoid photoaging guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
retinol neck chest application sensitive skin dermatologist recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |