Can you compare the efficacy of bakuchiol versus low strength prescription retinol for hyperpigmentation within a clean pregnancy safe skincare regimen?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the efficacy of bakuchiol versus low strength prescription retinol for hyperpigmentation within a clean pregnancy safe skincare regimen?
3 real searches · 1 real-search pass
bakuchiol retinol randomized double blind 2018 hyperpigmentation study pregnancy safety topical bakuchiolGoogle ↗
OBSERVEDReason
pregnancy topical retinoids avoid azelaic acid hydroquinone melasma sunscreen iron oxide dermatology guidanceGoogle ↗
OBSERVEDConsequence
American Academy Dermatology pregnancy skin care retinoids azelaic acid sunscreen melasmaGoogle ↗
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
bakuchiol retinol randomized double blind 2018 hyperpigmentation study pregnancy safety topical bakuchiol Google ↗
pregnancy topical retinoids avoid azelaic acid hydroquinone melasma sunscreen iron oxide dermatology guidance Google ↗
American Academy Dermatology pregnancy skin care retinoids azelaic acid sunscreen melasma Google ↗
- Dermatologist-approved pregnancy skin care · aad.org
- Skin Conditions During Pregnancy · acog.org
- Bakuchiol, a natural constituent and its pharmacological benefits · pmc.ncbi.nlm.nih.gov
- Melasma: Diagnosis and treatment · aad.org
- Hyperpigmentation - Dermatology · merckmanuals.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
bakuchiol retinol randomized double blind 2018 hyperpigmentation study pregnancy safety topical bakuchiol OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
pregnancy topical retinoids avoid azelaic acid hydroquinone melasma sunscreen iron oxide dermatology guidance OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
American Academy Dermatology pregnancy skin care retinoids azelaic acid sunscreen melasma OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |