Real ChatGPT answer · index seeduUjobW36DMIcompleteBeauty and personal care · cosmeticsinformational

I have super sensitive skin and I am trying to decide between CeraVe and Cetaphil lotion for my face, so which one should I buy today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
I have super sensitive skin and I am trying to decide between CeraVe and Cetaphil lotion for my face, so which one should I buy today?
1 real search · 1 real-search pass
CeraVe Daily Moisturizing Lotion vs Cetaphil Moisturizing Lotion sensitive skin face ingredients fragrance free 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
CeraVe Daily Moisturizing Lotion vs Cetaphil Moisturizing Lotion sensitive skin face ingredients fragrance free 2026 Google ↗
  1. View product · walmart.com
  2. View product · target.com
  3. Daily Moisturizing Lotion · cerave.com
  4. Moisturizing Lotion · nationaleczema.org
  5. CeraVe or Cetaphil? I Tested Both Drugstore Skincare Brands · cosmopolitan.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CeraVe Daily Moisturizing Lotion vs Cetaphil Moisturizing Lotion sensitive skin face ingredients fragrance free 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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