Real ChatGPT answer · index seedytK3yvqcXGUcompleteBeauty and personal care · cosmeticscomparison

My wedding is next week and I need to know if Fenty Beauty foundation or Estee Lauder Double Wear holds up better in high humidity.

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

The searches the AI actually ran for this prompt.

SEED QUERY
My wedding is next week and I need to know if Fenty Beauty foundation or Estee Lauder Double Wear holds up better in high humidity.
1 real search · 1 real-search pass
Estée Lauder Double Wear vs Fenty Pro Filt'r Soft Matte foundation high humidity sweat longevity transfer resistance reviewsGoogle ↗
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
Estée Lauder Double Wear vs Fenty Pro Filt'r Soft Matte foundation high humidity sweat longevity transfer resistance reviews Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Estée Lauder Double Wear vs Fenty Pro Filt'r Soft Matte foundation high humidity sweat longevity transfer resistance reviews
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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