Real ChatGPT answer · index seedy7pocilcagIcompleteBeauty and personal care · clean beautyinformational
Which clean beauty skincare active ingredients should I strictly avoid while pregnant and breastfeeding
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which clean beauty skincare active ingredients should I strictly avoid while pregnant and breastfeeding
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
pregnancy skincare ingredients avoid topical retinoids hydroquinone salicylic acid ACOG AAD MotherToBaby Google ↗
breastfeeding topical skincare retinoids hydroquinone salicylic acid LactMed dermatology Google ↗
- Dermatologist-approved pregnancy skin care · aad.org
- Skin Conditions During Pregnancy · acog.org
- Retinoid or retinol? · aad.org
- Lactation and the skin · dermnetnz.org
- Hydroquinone - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com
- Topical Acne Treatments · mothertobaby.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
pregnancy skincare ingredients avoid topical retinoids hydroquinone salicylic acid ACOG AAD MotherToBaby OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
breastfeeding topical skincare retinoids hydroquinone salicylic acid LactMed dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |