Real ChatGPT answer · index seedAgF0DIWlboIcompleteHealth and wellness · supplements and vitaminsinformational
Can topical vitamin c serums work better than oral supplements for getting a healthy skin glow this winter?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can topical vitamin c serums work better than oral supplements for getting a healthy skin glow this winter?
1 real search · 1 real-search pass
topical vitamin C serum skin photoaging hyperpigmentation evidence dermatology oral vitamin C supplementation skin reviewGoogle ↗
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
topical vitamin C serum skin photoaging hyperpigmentation evidence dermatology oral vitamin C supplementation skin review Google ↗
- Efficacy of topical vitamin C in melasma and photoaging: A systematic review · pubmed.ncbi.nlm.nih.gov
- Vitamin C cream · dermnetnz.org
- Topical Vitamin C and the Skin: Mechanisms of Action and Clinical Applications · pubmed.ncbi.nlm.nih.gov