Real ChatGPT answer · index seedGkbxvu8WqW8completeBeauty and personal care · skincarecommercial

Need recommendations for a rich, fragrance-free occlusive moisturizer similar to La Roche Posay that won't clog pores on combination skin.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Need recommendations for a rich, fragrance-free occlusive moisturizer similar to La Roche Posay that won't clog pores on combination skin.
1 real search · 1 real-search pass
best fragrance-free non-comedogenic rich moisturizers ceramides combination skin alternatives La Roche Posay 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
best fragrance-free non-comedogenic rich moisturizers ceramides combination skin alternatives La Roche Posay 2026 Google ↗
  1. Shop at Ulta · ulta.com
  2. Shop at CeraVe · cerave.com
  3. Shop at CVS · cvs.com
  4. Shop at Sephora · sephora.com
  5. Shop at Vanicream · vanicream.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best fragrance-free non-comedogenic rich moisturizers ceramides combination skin alternatives La Roche Posay 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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