Real ChatGPT answer · index seedupba1KoyWMscompleteBeauty and personal care · clean beautyinformational
Can switching to a retinol alternative like moth bean extract provide comparable cellular turnover benefits without causing the flaking and redness I usually experience?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can switching to a retinol alternative like moth bean extract provide comparable cellular turnover benefits without causing the flaking and redness I usually experience?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Vigna aconitifolia moth bean extract skincare clinical study retinol alternative skin renewal evidence Google ↗
retinol topical irritation redness peeling alternatives evidence dermatology bakuchiol clinical trial Google ↗
- Natural Retinol Analogs Potentiate the Effects of Retinal on Aged and Photodamaged Skin: Results from In Vitro to Clinical Studies · pmc.ncbi.nlm.nih.gov
- Natural Retinol Analogs Potentiate the Effects of Retinal on Aged and Photodamaged Skin: Results from In Vitro to Clinical Studies | Dermatology and Therapy · doi.org
- Prospective, randomized, double-blind assessment of topical bakuchiol and retinol for facial photoageing · pubmed.ncbi.nlm.nih.gov
- Applications of bakuchiol in dermatology: Systematic review of the literature. · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Vigna aconitifolia moth bean extract skincare clinical study retinol alternative skin renewal evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
retinol topical irritation redness peeling alternatives evidence dermatology bakuchiol clinical trial OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |