Real ChatGPT answer · index seedXN3iPJmUEwEcompleteBeauty and personal care · clean beautyinformational
Can bakuchiol really replace retinol for someone in their thirties who wants to prevent fine lines without irritation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can bakuchiol really replace retinol for someone in their thirties who wants to prevent fine lines without irritation?
3 real searches · 1 real-search pass
bakuchiol retinol randomized double blind study 2018 fine wrinkles pigmentation tolerabilityGoogle ↗
OBSERVEDReason
American Academy Dermatology retinoid retinol fine lines irritation sunscreen photoaging recommendationsGoogle ↗
OBSERVEDInstruction
bakuchiol clinical evidence systematic review dermatology fine lines safetyGoogle ↗
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). 2 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 study 2018 fine wrinkles pigmentation tolerability Google ↗
American Academy Dermatology retinoid retinol fine lines irritation sunscreen photoaging recommendations Google ↗
bakuchiol clinical evidence systematic review dermatology fine lines safety Google ↗
- 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
- Human Clinical Trials Using Topical Bakuchiol Formulations for the Treatment of Skin Disorders: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Cosmeceuticals for antiaging: a systematic review of safety and efficacy. · pubmed.ncbi.nlm.nih.gov
- Retinoid or retinol? · aad.org
- Applications of bakuchiol in dermatology: Systematic review of the literature. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
bakuchiol retinol randomized double blind study 2018 fine wrinkles pigmentation tolerability OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy Dermatology retinoid retinol fine lines irritation sunscreen photoaging recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
bakuchiol clinical evidence systematic review dermatology fine lines safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |