Real ChatGPT answer · index seed8L2qcAEdHUscompleteFood and restaurants · coffeeinformational

How can I tell if a local coffee shop is a true artisan roaster that roasts their own beans on-site rather than just a reseller?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How can I tell if a local coffee shop is a true artisan roaster that roasts their own beans on-site rather than just a reseller?
1 real search · 1 real-search pass
how to identify coffee shop that roasts its own coffee on site green coffee beans roast date roastery signsGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
how to identify coffee shop that roasts its own coffee on site green coffee beans roast date roastery signs Google ↗
  1. How to Find a Good Local Coffee Roaster · coffeelabadvisor.com
  2. How to Decode D.C.'s Coffee Roasters · washingtonpost.com
  3. Your Guide to Coffee Roasting · lostcoffee.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how to identify coffee shop that roasts its own coffee on site green coffee beans roast date roastery signs
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1