What are the main differences between rotary pump and vibratory pump home espresso machines when testing drink recipes?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main differences between rotary pump and vibratory pump home espresso machines when testing drink recipes?
1 real search · 1 real-search pass
rotary vs vibratory pump espresso machine pressure pulsation preinfusion recipe repeatabilityGoogle ↗
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
rotary vs vibratory pump espresso machine pressure pulsation preinfusion recipe repeatability Google ↗
- Espresso Shots on a Vibration Pump vs Rotary Pumps · wholelattelove.com
- Understanding Your Brew Pressure Gauge · support.clivecoffee.com