Real ChatGPT answer · index seedaXQ63pCZ3pMcompleteBeauty and personal care · clean beautycommercial
What are the top-rated ways for reducing fine lines without retinol since I am nursing and need something completely pregnancy-safe
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top-rated ways for reducing fine lines without retinol since I am nursing and need something completely pregnancy-safe
3 real searches · 1 real-search pass
pregnancy safe skincare ingredients azelaic acid vitamin C niacinamide hyaluronic acid sunscreen dermatology pregnancy retinoidsGoogle ↗
OBSERVEDComparison
breastfeeding topical skincare ingredients retinoids azelaic acid lactation LactMedGoogle ↗
OBSERVEDReason
American Academy Dermatology pregnancy skin care sunscreen azelaic acid retinoidsGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
pregnancy safe skincare ingredients azelaic acid vitamin C niacinamide hyaluronic acid sunscreen dermatology pregnancy retinoids Google ↗
breastfeeding topical skincare ingredients retinoids azelaic acid lactation LactMed Google ↗
American Academy Dermatology pregnancy skin care sunscreen azelaic acid retinoids Google ↗
- Dermatologist-approved pregnancy skin care · aad.org
- Skin Conditions During Pregnancy · acog.org
- Which Skin Care Products Are Safe During Pregnancy? · paulaschoice.com
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Azelaic Acid - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
pregnancy safe skincare ingredients azelaic acid vitamin C niacinamide hyaluronic acid sunscreen dermatology pregnancy retinoids OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
breastfeeding topical skincare ingredients retinoids azelaic acid lactation LactMed OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology pregnancy skin care sunscreen azelaic acid retinoids OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |