My dermatologist just prescribed tretinoin 0.05 percent for my fine lines, but I have a compromised skin barrier from winter dryness; how should I buffer it without losing efficacy?
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The searches the AI actually ran for this prompt.
SEED QUERY
My dermatologist just prescribed tretinoin 0.05 percent for my fine lines, but I have a compromised skin barrier from winter dryness; how should I buffer it without losing efficacy?
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). 1 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
American Academy of Dermatology topical retinoid moisturizer sandwich tretinoin irritation dry skin guidance Google ↗
tretinoin moisturizer application buffering efficacy study moisturizer pretreatment retinoid irritation Google ↗
- Acne: Diagnosis and treatment · aad.org
- AAO Brimo DDS Presentation Draft 21Sept16_KL02_cd rev slide 16 · assets.ctfassets.net
- Facilitating facial retinization through barrier improvement. · pubmed.ncbi.nlm.nih.gov
- Adjunctive use of a facial moisturizer SPF 30 containing ceramide precursor improves tolerability of topical tretinoin 0.05%: a randomized, investigator-blinded, split-face study. · pubmed.ncbi.nlm.nih.gov
- Dermatologists' top tips for relieving dry skin · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology topical retinoid moisturizer sandwich tretinoin irritation dry skin guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
tretinoin moisturizer application buffering efficacy study moisturizer pretreatment retinoid irritation OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |