Are there any budget-friendly coffee subscriptions from local US roasters that cost less than grocery store brands per ounce?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any budget-friendly coffee subscriptions from local US roasters that cost less than grocery store brands per ounce?
1 real search · 1 real-search pass
2026 coffee roaster subscriptions price per ounce budget grocery store coffee price per ounce USGoogle ↗
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 coffee roaster subscriptions price per ounce budget grocery store coffee price per ounce US Google ↗
- About Craft Coffee Subscriptions · dashboard.craftcoffee.com
- Craft Coffee Subscriptions · craftcoffee.com
- Craft Coffee FAQs · craftcoffee.com
- Is a Coffee Subscription Worth It? · hoffskeller.com
- Explore Der Hoffskeller · hoffskeller.com
- Price Updates from Bird and Bear Coffee · birdandbearcoffee.com
- Explore Bird and Bear Coffee · birdandbearcoffee.com
- Blue Bottle Coffee, Balanced, Organic Gourmet, Medium Roast, Whole Bean, 12 oz · walmart.com