Real ChatGPT answer · index seed0bGWcmtjoS4completeBeauty and personal care · skincarecomparison

Budget vitamin c serums comparison which drugstore option rivals Drunk Elephant C Firma without costing fifty dollars?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Budget vitamin c serums comparison which drugstore option rivals Drunk Elephant C Firma without costing fifty dollars?
1 real search · 1 real-search pass
Drunk Elephant C-Firma Fresh Day Serum ingredients 15% L-ascorbic acid ferulic acid vitamin E comparison affordable alternatives Timeless Naturium 2026Google ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Drunk Elephant C-Firma Fresh Day Serum ingredients 15% L-ascorbic acid ferulic acid vitamin E comparison affordable alternatives Timeless Naturium 2026 Google ↗
  1. Brightening, firming 15% vitamin C serum · drunkelephant.com
  2. Brightening, firming 15% vitamin C serum · drunkelephant.com
  3. Shop Timeless · target.com
  4. Shop e.l.f. · cvs.com
  5. Shop Naturium · ulta.com
  6. Shop La Roche-Posay · cvs.com
  7. Shop Vanicream · ulta.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Drunk Elephant C-Firma Fresh Day Serum ingredients 15% L-ascorbic acid ferulic acid vitamin E comparison affordable alternatives Timeless Naturium 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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