Real ChatGPT answer · index seedSTliKmGv7ZscompleteFood and restaurants · coffeecomparison

Is Blue Bottle Coffee better than Stumptown Coffee Roasters for someone who just started getting into pour-over coffee?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Blue Bottle Coffee better than Stumptown Coffee Roasters for someone who just started getting into pour-over coffee?
1 real search · 1 real-search pass
Blue Bottle Coffee pour over beginner coffee beans brewing guides light roast tasting notes vs Stumptown Coffee RoastersGoogle ↗
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
Blue Bottle Coffee pour over beginner coffee beans brewing guides light roast tasting notes vs Stumptown Coffee Roasters Google ↗
  1. Light Roast Coffee Collection · stumptowncoffee.com
  2. How to Make Pour Over Coffee · bluebottlecoffee.com
  3. Coffee Roasts Explained · stumptowncoffee.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Blue Bottle Coffee pour over beginner coffee beans brewing guides light roast tasting notes vs Stumptown Coffee Roasters
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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