Are drugstore retinol creams like RoC better than expensive department store brands for mature thinning skin
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are drugstore retinol creams like RoC better than expensive department store brands for mature thinning skin
1 real search · 1 real-search pass
RoC retinol cream clinical evidence retinoids mature skin photoaging dermatology review retinol sensitive thin skin moisturizer ceramidesGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
RoC retinol cream clinical evidence retinoids mature skin photoaging dermatology review retinol sensitive thin skin moisturizer ceramides Google ↗
- Retinoid or retinol? · aad.org
- Wrinkle creams: Your guide to younger looking skin · mayoclinic.org
- Cosmetic retinoid use in photoaged skin: A review of the compounds, their use and mechanisms of action · pmc.ncbi.nlm.nih.gov
- Improvement of Naturally Aged Skin With Vitamin A (Retinol) | Dermatology | JAMA Dermatology · jamanetwork.com
- Evidence for the Efficacy of Over-the-counter Vitamin A Cosmetic Products in the Improvement of Facial Skin Aging: A Systematic Review · pubmed.ncbi.nlm.nih.gov