What kind of monthly budget do we need if we want to switch from daily coffee shop runs to a commercial espresso setup at home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What kind of monthly budget do we need if we want to switch from daily coffee shop runs to a commercial espresso setup at home?
1 real search · 1 real-search pass
2026 home espresso machine grinder prices dual boiler commercial style equipment cost beans milk maintenanceGoogle ↗
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)
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
2026 home espresso machine grinder prices dual boiler commercial style equipment cost beans milk maintenance Google ↗
- View machine · wholelattelove.com
- View machine · wholelattelove.com
- View machine · clivecoffee.com
- How Much Does a Commercial Espresso Machine Cost in 2026? · procoffeegear.com
- How Much Does a Commercial Espresso Machine Cost? (2026 Price Guide) · coffeeionado.com
- Home Espresso Machines Compared (2026): One Table, 12 Machines, Boiler Type, Heat-Up, Steam and Price · puckbean.com