Can you recommend a lightweight daytime antioxidant serum containing vitamin c that works well for preventing premature skin aging in pollution-heavy cities
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend a lightweight daytime antioxidant serum containing vitamin c that works well for preventing premature skin aging in pollution-heavy cities
1 real search · 1 real-search pass
dermatologist vitamin C serum antioxidant photoprotection pollution premature skin aging evidence vitamin C topical serumGoogle ↗
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
dermatologist vitamin C serum antioxidant photoprotection pollution premature skin aging evidence vitamin C topical serum Google ↗
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Ulta · ulta.com
- Shop at Sephora · sephora.com
- Shop at Ulta · ulta.com
- Full article: Skin protective effects of an antipollution, antioxidant serum containing Deschampsia antartica extract, ferulic acid and vitamin C: a controlled single-blind, prospective trial in women living in urbanized, high air pollution area · tandfonline.com
- Application of Antioxidant Mixture Prevents Cutaneous “Oxinflammaging” in Subjects Exposed to Particulate Matter - Ivarsson - 2025 - Journal of Cosmetic Dermatology · onlinelibrary.wiley.com
- Vitamin C and Skin Health | Linus Pauling Institute · lpi.oregonstate.edu
- Dermatologist-recommended skin care for your 20s · aad.org
- Why is topical vitamin C important for skin health? · health.harvard.edu