What are the most effective over the counter ingredients for treating stubborn hyperpigmentation on the face caused by postpartum melasma that are safe to use while breastfeeding?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most effective over the counter ingredients for treating stubborn hyperpigmentation on the face caused by postpartum melasma that are safe to use while breastfeeding?
3 real searches · 1 real-search pass
melasma treatment topical azelaic acid niacinamide vitamin C iron oxide sunscreen breastfeeding safety LactMedGoogle ↗
OBSERVEDComparison
LactMed azelaic acid topical breastfeeding hydroquinone topical breastfeedingGoogle ↗
OBSERVEDComparison
American Academy Dermatology melasma visible light iron oxide sunscreen treatment azelaic acidGoogle ↗
OBSERVEDReason
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
melasma treatment topical azelaic acid niacinamide vitamin C iron oxide sunscreen breastfeeding safety LactMed Google ↗
LactMed azelaic acid topical breastfeeding hydroquinone topical breastfeeding Google ↗
American Academy Dermatology melasma visible light iron oxide sunscreen treatment azelaic acid Google ↗
- Azelaic Acid - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Update on Melasma—Part II: Treatment · pmc.ncbi.nlm.nih.gov
- Melasma: Diagnosis and treatment · aad.org
- Cosmetic Dermatology in Pregnancy and Lactation: A Risk–Benefit Framework for Clinical Practice - Kovacs - International Journal of Dermatology · onlinelibrary.wiley.com
- How to fade dark spots in darker skin tones · aad.org
- Melasma (facial pigmentation) · dermnetnz.org
- Melasma: Self-care · aad.org
- Hydroquinone - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Hydroquinone - Drugs and Lactation Database (LactMed®) · ncbi.nlm.nih.gov
- Safety of dermatologic medications in pregnancy and lactation: An update—Part II: Lactation · sciencedirect.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
melasma treatment topical azelaic acid niacinamide vitamin C iron oxide sunscreen breastfeeding safety LactMed OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LactMed azelaic acid topical breastfeeding hydroquinone topical breastfeeding OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology melasma visible light iron oxide sunscreen treatment azelaic acid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |