I need a directory of local artisan roasters in Chicago that offer student discounts or loyalty punch cards.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a directory of local artisan roasters in Chicago that offer student discounts or loyalty punch cards.
1 real search · 1 real-search pass
Chicago independent coffee roasters student discount loyalty punch card rewards program 2026Google ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
Chicago independent coffee roasters student discount loyalty punch card rewards program 2026 Google ↗
- Coffee club details · mondaycoffee.co
- Crèmerie Club details · cafecremerie.com