Comparing drugstore vitamin c serums from Garnier and L'Oreal to see which one fades acne scars fastest without irritation
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing drugstore vitamin c serums from Garnier and L'Oreal to see which one fades acne scars fastest without irritation
1 real search · 1 real-search pass
Garnier Vitamin C serum 10% vs L'Oreal Revitalift 12% pure vitamin C serum ingredients fragrance irritation acne marksGoogle ↗
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
Garnier Vitamin C serum 10% vs L'Oreal Revitalift 12% pure vitamin C serum ingredients fragrance irritation acne marks Google ↗
- Face Serum 12% Vitamin C + E + Salicylic Acid Serum for Anti-Aging & Brighter Skin · lorealparisusa.com
- L'Oreal Revitalift Clinical 12% Pure Vitamin C Serum VS Garnier · skinsort.com
- L'Oréal Revitalift Clinical 12% Pure Vitamin C Serum vs Garnier 3.5% Vitamin C, Niacinamide, Salicylic Acid, Brightening & Anti Dark Spot Serum: Ingredients, Safety & Price Compared · skincarisma.com