Real ChatGPT answer · index seedGxYxx2GcMSYcompleteFood and restaurants · recipescomparison

What is the precise conversion ratio when substituting Greek yogurt for butter in a French buttercream frosting without causing the emulsion to break?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the precise conversion ratio when substituting Greek yogurt for butter in a French buttercream frosting without causing the emulsion to break?
2 real searches · 1 real-search pass
Greek yogurt substitute butter French buttercream emulsion ratio yogurt buttercreamGoogle ↗
OBSERVED
French buttercream emulsion butter fat water egg yolks troubleshooting curdledGoogle ↗
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
Greek yogurt substitute butter French buttercream emulsion ratio yogurt buttercream Google ↗
French buttercream emulsion butter fat water egg yolks troubleshooting curdled Google ↗
  1. French buttercream · tastelab.food
  2. E70 · isbe.net
  3. Buttercream Frosting · asbe.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Greek yogurt substitute butter French buttercream emulsion ratio yogurt buttercream
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
French buttercream emulsion butter fat water egg yolks troubleshooting curdled
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1