Real ChatGPT answer · index seedpCexi4wnbH8completeBeauty and personal care · men's groomingcomparison
Can caffeine and niacinamide under-eye roll-ons actually eliminate hyperpigmentation dark circles, or should I be looking into retinol eye creams instead?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can caffeine and niacinamide under-eye roll-ons actually eliminate hyperpigmentation dark circles, or should I be looking into retinol eye creams instead?
1 real search · 1 real-search pass
caffeine niacinamide topical periorbital hyperpigmentation dark circles evidence retinoid review dermatologyGoogle ↗
OBSERVEDConsequence
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
caffeine niacinamide topical periorbital hyperpigmentation dark circles evidence retinoid review dermatology Google ↗
- A review of the efficacy of popular eye cream ingredients · pmc.ncbi.nlm.nih.gov
- Topical Therapies for Periorbital Dyschromia: A 30-Year Review of the Literature · pubmed.ncbi.nlm.nih.gov
- Treatments of Periorbital Hyperpigmentation: A Systematic Review · pubmed.ncbi.nlm.nih.gov
- Global consensus on the management of melanin hyperpigmentation disorders · pmc.ncbi.nlm.nih.gov
- Global consensus on the management of melanin hyperpigmentation disorders - Passeron - 2026 - Journal of the European Academy of Dermatology and Venereology · onlinelibrary.wiley.com