Real ChatGPT answer · index seedgqORDVsQ72EcompleteFood and restaurants · coffeeinformational

What are the cheapest coffee subscription boxes that still deliver fresh beans without breaking the bank every month?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the cheapest coffee subscription boxes that still deliver fresh beans without breaking the bank every month?
1 real search · 1 real-search pass
cheapest coffee bean subscriptions 2026 monthly price fresh roasted beans shipping United StatesGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

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
cheapest coffee bean subscriptions 2026 monthly price fresh roasted beans shipping United States Google ↗
  1. See Open Ritual subscription · open-ritual.sogood.business
  2. See Grada Luca subscription · gradaluca.com
  3. See EÔTÉ subscription · eotecoffee.com
  4. See Driftaway subscription · driftaway.coffee
  5. See Detach subscription · detach.coffee
  6. The Best Monthly Coffee Brands that ship to the US in 2026 · mysubscriptionaddiction.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cheapest coffee bean subscriptions 2026 monthly price fresh roasted beans shipping United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1