What pregnancy safe skincare swaps do dermatologists suggest for treating stubborn hormonal breakouts during the first trimester
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What pregnancy safe skincare swaps do dermatologists suggest for treating stubborn hormonal breakouts during the first trimester
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
American Academy of Dermatology pregnancy acne treatment azelaic acid benzoyl peroxide salicylic acid retinoids pregnancy Google ↗
ACOG skin conditions pregnancy acne skincare benzoyl peroxide azelaic acid retinoids Google ↗
- Skin Conditions During Pregnancy · acog.org
- Is any acne treatment safe to use during pregnancy? · aad.org
- Dermatologist-approved pregnancy skin care · aad.org
- Topical Acne Treatments · mothertobaby.org
- Treatment of Acne in Pregnancy · pubmed.ncbi.nlm.nih.gov
- Common Skin Conditions During Pregnancy · aafp.org
- Pregnancy acne: What's the best treatment? · mayoclinic.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology pregnancy acne treatment azelaic acid benzoyl peroxide salicylic acid retinoids pregnancy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ACOG skin conditions pregnancy acne skincare benzoyl peroxide azelaic acid retinoids OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |