i need product recommendations for a gentle retinoid alternative that is pregnancy safe but still effective for postpartum hormonal acne
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
i need product recommendations for a gentle retinoid alternative that is pregnancy safe but still effective for postpartum hormonal acne
1 real search · 1 real-search pass
American Academy Dermatology acne pregnancy azelaic acid benzoyl peroxide retinoids pregnancy safe breastfeedingGoogle ↗
OBSERVEDOther / navigational
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
American Academy Dermatology acne pregnancy azelaic acid benzoyl peroxide retinoids pregnancy safe breastfeeding Google ↗
- Shop product · sephora.com
- Shop product · ulta.com
- Shop product · ulta.com
- Shop product · walmart.com
- Shop product · ulta.com
- Acne: Diagnosis and treatment · aad.org
- Acne Management: Guidelines From the American Academy of Dermatology · aafp.org
- Skin Conditions During Pregnancy · acog.org
- Topical Acne Treatments · mothertobaby.org
- Is any acne treatment safe to use during pregnancy? · aad.org
- Dermatologist-approved pregnancy skin care · aad.org
- Topical Acne Treatments - MotherToBaby · ncbi.nlm.nih.gov
- Lactation and the skin · dermnetnz.org