How do I calculate the proper markup percentage for specialty espresso drinks to ensure we stay profitable in the current economic climate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I calculate the proper markup percentage for specialty espresso drinks to ensure we stay profitable in the current economic climate?
1 real search · 1 real-search pass
2026 coffee shop operating costs coffee bean prices dairy labor inflation United States specialty coffee pricing trendsGoogle ↗
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)
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 coffee shop operating costs coffee bean prices dairy labor inflation United States specialty coffee pricing trends Google ↗
- Specialty Coffee Retail Price Index (2026, Q3) The · tarpon-mandarin-j9nc.squarespace.com
- Average coffee shop profit margin and what drives it · hospitalitygrowthadvisors.com
- How to Price Your Coffee Menu: A Framework for New Café Owners · valleyspecialtyroasters.com