Real ChatGPT answer · index seedkxO2d5pyKvUcompleteFood and restaurants · recipescomparison

Can you compare the Nestle Toll House cookie variations using butter versus shortening to see which holds up better for shipping in our cafe gift boxes?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the Nestle Toll House cookie variations using butter versus shortening to see which holds up better for shipping in our cafe gift boxes?
2 real searches · 1 real-search pass
Nestlé Toll House chocolate chip cookie recipe butter shortening texture spread chewy crisp shipping comparisonGoogle ↗
OBSERVED
cookie shipping best fat butter shortening shelf stability moisture texture baking scienceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Nestlé Toll House chocolate chip cookie recipe butter shortening texture spread chewy crisp shipping comparison Google ↗
cookie shipping best fat butter shortening shelf stability moisture texture baking science Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nestlé Toll House chocolate chip cookie recipe butter shortening texture spread chewy crisp shipping comparison
OBSERVED
Google ↗
AI Mode ↗
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cookie shipping best fat butter shortening shelf stability moisture texture baking science
OBSERVED
Google ↗
AI Mode ↗
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of 1