looking for honest reviews on whether expensive vitamin c serums are actually better than budget options for fading dark spots
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
looking for honest reviews on whether expensive vitamin c serums are actually better than budget options for fading dark spots
1 real search · 1 real-search pass
vitamin C serum expensive vs affordable evidence formulation dark spots dermatologist reviews RedditGoogle ↗
OBSERVEDComparison
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).
Searches and sources
ChatGPT1 real searches · gpt-6
vitamin C serum expensive vs affordable evidence formulation dark spots dermatologist reviews Reddit Google ↗
- Reddit discussion comparing cheap and expensive vitamin C · reddit.com
- discussion about drugstore alternatives · reddit.com
- discussion about SkinCeuticals C E Ferulic · reddit.com
- Cureus for transdermal drug delivery. It has been · cureus.com
- View product · walmart.com
- View product · ulta.com
- View product · walmart.com
- View product · target.com
- Efficacy of topical vitamin C in melasma and photoaging: A systematic review - Correia - 2023 - Journal of Cosmetic Dermatology · doi.org
- Clinical Applications of Vitamin C in Dermatology: A Systematic Review · pmc.ncbi.nlm.nih.gov
- Vitamin C Serums: Are They Worth the Hype? · houstonmethodist.org
- Facebook · health.clevelandclinic.org