Real ChatGPT answer · index seedKuq1Z04Ob24completeFood and restaurants · coffeebrand

Why is Stumptown Coffee Roasters so expensive compared to other brands and are their beans really worth the extra money for a frugal coffee lover?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why is Stumptown Coffee Roasters so expensive compared to other brands and are their beans really worth the extra money for a frugal coffee lover?
1 real search · 1 real-search pass
Stumptown Coffee Roasters why expensive direct trade sourcing pricing beans value reviews alternativesGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Stumptown Coffee Roasters why expensive direct trade sourcing pricing beans value reviews alternatives Google ↗
  1. What is Direct Trade VS Fair Trade? Are all Stumptown Coffees Direct Trade? · wholesalesupport.stumptowncoffee.com
  2. Our Story · stumptowncoffee.com
  3. View product · target.com
  4. View product · target.com
  5. View product · target.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Stumptown Coffee Roasters why expensive direct trade sourcing pricing beans value reviews alternatives
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1