What are the most cost-efficient bean-to-cup machines available on the market for someone who wants cafe quality on a fixed budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most cost-efficient bean-to-cup machines available on the market for someone who wants cafe quality on a fixed budget?
1 real search · 1 real-search pass
best value bean-to-cup espresso machines 2026 DeLonghi Magnifica Evo Philips 3200 Gaggia reviews price reliabilityGoogle ↗
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
best value bean-to-cup espresso machines 2026 DeLonghi Magnifica Evo Philips 3200 Gaggia reviews price reliability Google ↗
- Best Super-Automatic Espresso Machines | Bean & Burr · beanandburr.com
- Best bean-to-cup coffee machines (US) · extracted.coffee
- Best Superautomatic Espresso Machines: Bean-to-Cup Picks · brewsift.com
- Magnifica Evo vs Philips 3200 LatteGo: Which to Buy? · brewsift.com