Real ChatGPT answer · index seedkQmKapvTn1EcompleteParenting and family · family financescomparison

Compare Copilot Money and YNAB for an entrepreneur who needs strict family budgeting without spending hours categorizing business and personal expenses.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare Copilot Money and YNAB for an entrepreneur who needs strict family budgeting without spending hours categorizing business and personal expenses.
3 real searches · 1 real-search pass
Copilot Money features budgeting categories rules recurring transactions business personal accounts pricing 2026Google ↗
OBSERVEDOther / navigational
YNAB features business expenses tracking import categorization rules targets split transactions pricing 2026Google ↗
OBSERVEDOther / navigational
Copilot Money vs YNAB entrepreneur family budget review business expensesGoogle ↗
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 (3)
Short factOther / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Copilot Money features budgeting categories rules recurring transactions business personal accounts pricing 2026 Google ↗
YNAB features business expenses tracking import categorization rules targets split transactions pricing 2026 Google ↗
Copilot Money vs YNAB entrepreneur family budget review business expenses Google ↗
  1. FAQs | Copilot Money – Personal Finance App for Web, iPhone, Mac and iPad · copilot.money
  2. How to Set Up a Small Business Budget in YNAB · support.ynab.com
  3. Pricing · ynab.com
  4. Tags · help.copilot.money
  5. Quick Start Guide · help.copilot.money
  6. Separating Business and Personal Spending · help.copilot.money
  7. Splitting Transactions · help.copilot.money
  8. Tags vs Categories · help.copilot.money
  9. Income vs. Budget · help.copilot.money
  10. Transactions FAQ · help.copilot.money
  11. Dispatch · copilot.money
  12. Copilot Money · copilot.money

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Copilot Money features budgeting categories rules recurring transactions business personal accounts pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
YNAB features business expenses tracking import categorization rules targets split transactions pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Copilot Money vs YNAB entrepreneur family budget review business expenses
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1