Looking for peer reviewed comparisons between bakuchiol and retinol for sensitive skin types who cannot tolerate traditional retinoids.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for peer reviewed comparisons between bakuchiol and retinol for sensitive skin types who cannot tolerate traditional retinoids.
3 real searches · 1 real-search pass
bakuchiol versus retinol randomized double blind study sensitive skin tolerability 2018 British Journal DermatologyGoogle ↗
OBSERVEDComparison
bakuchiol retinol systematic review clinical trial irritation sensitive skin peer reviewedGoogle ↗
OBSERVEDReason
bakuchiol dermatology review retinoid alternative sensitive skin clinical evidenceGoogle ↗
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 versus retinol randomized double blind study sensitive skin tolerability 2018 British Journal Dermatology Google ↗
bakuchiol retinol systematic review clinical trial irritation sensitive skin peer reviewed Google ↗
bakuchiol dermatology review retinoid alternative sensitive skin clinical evidence Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
bakuchiol versus retinol randomized double blind study sensitive skin tolerability 2018 British Journal Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
bakuchiol retinol systematic review clinical trial irritation sensitive skin peer reviewed OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
bakuchiol dermatology review retinoid alternative sensitive skin clinical evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |