Comparing retinol and bakuchiol serums for a nursing mother looking for safe anti aging alternatives that actually work?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing retinol and bakuchiol serums for a nursing mother looking for safe anti aging alternatives that actually work?
3 real searches · 1 real-search pass
topical retinoids breastfeeding lactation safety dermatology guidance retinol topical breastfeedingGoogle ↗
OBSERVEDConsequence
bakuchiol clinical trial 2018 retinol wrinkles hyperpigmentation study safety breastfeedingGoogle ↗
OBSERVEDReason
breastfeeding skincare anti aging azelaic acid vitamin C niacinamide dermatology guidanceGoogle ↗
OBSERVEDInstruction
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
topical retinoids breastfeeding lactation safety dermatology guidance retinol topical breastfeeding Google ↗
bakuchiol clinical trial 2018 retinol wrinkles hyperpigmentation study safety breastfeeding Google ↗
breastfeeding skincare anti aging azelaic acid vitamin C niacinamide dermatology guidance Google ↗
- Tretinoin - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Topical Tretinoin - MotherToBaby · ncbi.nlm.nih.gov
- Retinoid Skincare and Nursing: What New Moms Should Know · infantrisk.com
- Lactation and the skin · dermnetnz.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
- Prospective, randomized, double-blind assessment of topical bakuchiol and retinol for facial photoageing · pubmed.ncbi.nlm.nih.gov
- Prospective, randomized, double‐blind assessment of topical bakuchiol and retinol for facial photoageing | British Journal of Dermatology · academic.oup.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
topical retinoids breastfeeding lactation safety dermatology guidance retinol topical breastfeeding OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
bakuchiol clinical trial 2018 retinol wrinkles hyperpigmentation study safety breastfeeding OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
breastfeeding skincare anti aging azelaic acid vitamin C niacinamide dermatology guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |