Do chemical sunscreens cause more hyperpigmentation on dark skin tones compared to physical mineral blockers
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do chemical sunscreens cause more hyperpigmentation on dark skin tones compared to physical mineral blockers
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
chemical versus mineral sunscreen hyperpigmentation skin of color visible light iron oxides dermatology evidence Google ↗
sunscreen photoprotection melasma darker skin chemical filters irritation hyperpigmentation mineral sunscreen evidence Google ↗
- Impact of Iron-Oxide Containing Formulations Against Visible Light-Induced Skin Pigmentation in Skin of Color Individuals · pubmed.ncbi.nlm.nih.gov
- Photoprotection beyond ultraviolet radiation: A review of tinted sunscreens · pubmed.ncbi.nlm.nih.gov
- Guide to tinted sunscreens in skin of color - Zhou - 2024 - International Journal of Dermatology · onlinelibrary.wiley.com
- Near-visible light and UV photoprotection in the treatment of melasma: a double-blind randomized trial · pubmed.ncbi.nlm.nih.gov
- Sunscreen FAQs · aad.org
- Photoprotection for skin of all color: Consensus and clinical guidance from an expert panel · pubmed.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
chemical versus mineral sunscreen hyperpigmentation skin of color visible light iron oxides dermatology evidence OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
sunscreen photoprotection melasma darker skin chemical filters irritation hyperpigmentation mineral sunscreen evidence OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |