Real ChatGPT answer · index seedEMBfLYmI2L0completeBeauty and personal care · skincarecomparison

My friend told me to use La Roche Posay moisturizer instead of Neutrogena for dry winter skin, which one has better ingredients?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My friend told me to use La Roche Posay moisturizer instead of Neutrogena for dry winter skin, which one has better ingredients?
1 real search · 1 real-search pass
La Roche-Posay vs Neutrogena moisturizer ingredients dry winter skin ceramides glycerin petrolatum dimethiconeGoogle ↗
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
La Roche-Posay vs Neutrogena moisturizer ingredients dry winter skin ceramides glycerin petrolatum dimethicone Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
La Roche-Posay vs Neutrogena moisturizer ingredients dry winter skin ceramides glycerin petrolatum dimethicone
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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