Real ChatGPT answer · index seedu9Cfl5TI8UUcompleteBeauty and personal care · anti-agingcomparison

Is CeraVe anti aging routine steps approach more effective than Neutrogena Rapid Wrinkle Repair regimens for daily maintenance in dry winter climates?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is CeraVe anti aging routine steps approach more effective than Neutrogena Rapid Wrinkle Repair regimens for daily maintenance in dry winter climates?
1 real search · 1 real-search pass
CeraVe vs Neutrogena Rapid Wrinkle Repair retinol ingredients clinical evidence dry skin winter moisturizer ceramides hyaluronic acid sunscreenGoogle ↗
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
CeraVe vs Neutrogena Rapid Wrinkle Repair retinol ingredients clinical evidence dry skin winter moisturizer ceramides hyaluronic acid sunscreen Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CeraVe vs Neutrogena Rapid Wrinkle Repair retinol ingredients clinical evidence dry skin winter moisturizer ceramides hyaluronic acid sunscreen
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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