Real ChatGPT answer · index seed9aS1qwjlzRUcompleteFood and restaurants · coffeecomparison

Is it better to buy locally roasted coffee beans from my neighborhood shop or order from Trade Coffee subscription to learn how to read roast dates properly?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to buy locally roasted coffee beans from my neighborhood shop or order from Trade Coffee subscription to learn how to read roast dates properly?
2 real searches · 1 real-search pass
Trade Coffee subscription roast date freshness shipping how recently roasted beans are shippedGoogle ↗
OBSERVEDReason
how to read coffee roast dates freshness degassing specialty coffee roaster guidanceGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Trade Coffee subscription roast date freshness shipping how recently roasted beans are shipped Google ↗
how to read coffee roast dates freshness degassing specialty coffee roaster guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Trade Coffee subscription roast date freshness shipping how recently roasted beans are shipped
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
how to read coffee roast dates freshness degassing specialty coffee roaster guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1