Real ChatGPT answer · index seedbzTIxwtRYxYcompleteFinance and banking · budgeting and savingcomparison

Is it smarter for our household to pay the YNAB app subscription cost or use the free envelope system built into our Qube Money digital banking account?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it smarter for our household to pay the YNAB app subscription cost or use the free envelope system built into our Qube Money digital banking account?
2 real searches · 1 real-search pass
YNAB pricing 2026 official plans features Together household budgetingGoogle ↗
OBSERVEDOther / navigational
Qube Money pricing free envelope budgeting features official 2026Google ↗
OBSERVEDOther / navigational

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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
YNAB pricing 2026 official plans features Together household budgeting Google ↗
Qube Money pricing free envelope budgeting features official 2026 Google ↗
  1. Pricing · ynab.com
  2. YNAB Together: A Guide · support.ynab.com
  3. Features · ynab.com
  4. Spend With Intention - Qube Money | Digital Cash Envelopes Banking & Budget App · qubemoney.com
  5. Qube Money · qubemoney.com
  6. Qube Money · qubemoney.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
YNAB pricing 2026 official plans features Together household budgeting
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Qube Money pricing free envelope budgeting features official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1