Real ChatGPT answer · index seedyl8bfDU6rAwcompleteBeauty and personal care · skincarecomparison

is timeless 20 percent vitamin c plus e ferulic acid serum better than cerave vitamin c serum for budget friendly glow

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

The searches the AI actually ran for this prompt.

SEED QUERY
is timeless 20 percent vitamin c plus e ferulic acid serum better than cerave vitamin c serum for budget friendly glow
1 real search · 1 real-search pass
Timeless 20% Vitamin C + E Ferulic Acid Serum vs CeraVe Skin Renewing Vitamin C Serum ingredients stability irritation priceGoogle ↗
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
Timeless 20% Vitamin C + E Ferulic Acid Serum vs CeraVe Skin Renewing Vitamin C Serum ingredients stability irritation price Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Timeless 20% Vitamin C + E Ferulic Acid Serum vs CeraVe Skin Renewing Vitamin C Serum ingredients stability irritation price
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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