Real ChatGPT answer · index seedMVHFbXwTWBwcompleteBeauty and personal care · clean beautyinformational
Are there effective plant-based alternatives to retinol that actually reduce fine lines for someone with sensitive skin who cannot use traditional vitamin A?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there effective plant-based alternatives to retinol that actually reduce fine lines for someone with sensitive skin who cannot use traditional vitamin A?
3 real searches · 1 real-search pass
clinical evidence plant-based retinol alternatives bakuchiol fine wrinkles sensitive skin randomized trial 12 weeksGoogle ↗
OBSERVEDConsequence
bakuchiol randomized double blind retinol photoaging wrinkles trial 2018 British Journal DermatologyGoogle ↗
OBSERVEDConsequence
niacinamide topical fine lines wrinkles clinical evidence sensitive skin centella asiatica topical skin aging 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
clinical evidence plant-based retinol alternatives bakuchiol fine wrinkles sensitive skin randomized trial 12 weeks Google ↗
bakuchiol randomized double blind retinol photoaging wrinkles trial 2018 British Journal Dermatology Google ↗
niacinamide topical fine lines wrinkles clinical evidence sensitive skin centella asiatica topical skin aging evidence 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 - Dhaliwal - 2019 - British Journal of Dermatology · onlinelibrary.wiley.com
- Topical niacinamide reduces yellowing, wrinkling, red blotchiness, and hyperpigmented spots in aging facial skin · pubmed.ncbi.nlm.nih.gov
- Niacinamide: A B vitamin that improves aging facial skin appearance · pubmed.ncbi.nlm.nih.gov
- Cosmeceuticals for antiaging: a systematic review of safety and efficacy. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
clinical evidence plant-based retinol alternatives bakuchiol fine wrinkles sensitive skin randomized trial 12 weeks OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
bakuchiol randomized double blind retinol photoaging wrinkles trial 2018 British Journal Dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
niacinamide topical fine lines wrinkles clinical evidence sensitive skin centella asiatica topical skin aging evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |