Real ChatGPT answer · index seedPWCiUAFISwccompleteBeauty and personal care · clean beautycomparison
is timeless vitamin c serum superior to drunk elephant c firma for someone new to clean skincare
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is timeless vitamin c serum superior to drunk elephant c firma for someone new to clean skincare
1 real search · 1 real-search pass
Timeless 20% Vitamin C serum vs Drunk Elephant C-Firma ingredients concentration formulation 2026 clean skincare beginnerGoogle ↗
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
Timeless 20% Vitamin C serum vs Drunk Elephant C-Firma ingredients concentration formulation 2026 clean skincare beginner Google ↗
- 20% Vitamin C Serum + E Ferulic Acid Travel Size · timelessha.com
- Drunk Elephant - C-Firma Fresh Vitamin-C Day Serum · ulta.com
- Timeless Skin Care 20% Vitamin C + E Ferulic Acid Serum VS Drunk · skinsort.com