Real ChatGPT answer · index seedMhDH5KGy5yYcompleteBeauty and personal care · clean beautycommercial
Can you recommend a pregnancy safe alternative to retinol that wont cause breakouts or irritation while nursing?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend a pregnancy safe alternative to retinol that wont cause breakouts or irritation while nursing?
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
azelaic acid pregnancy breastfeeding safety topical dermatology guidance ACOG lactation Google ↗
niacinamide topical pregnancy breastfeeding safety skincare azelaic acid irritation acne Google ↗
- Skin Conditions During Pregnancy · acog.org
- Is any acne treatment safe to use during pregnancy? · aad.org
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com
- Azelaic Acid - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Topical Acne Treatments - MotherToBaby · ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
azelaic acid pregnancy breastfeeding safety topical dermatology guidance ACOG lactation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
niacinamide topical pregnancy breastfeeding safety skincare azelaic acid irritation acne OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |