Real ChatGPT answer · index seed1gFXSyie7B8completeFinance and banking · budgeting and savingcommercial

Looking for reviews on the Goodbudget app versus YNAB specifically for households where one partner is a freelancer with fluctuating monthly income

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for reviews on the Goodbudget app versus YNAB specifically for households where one partner is a freelancer with fluctuating monthly income
3 real searches · 1 real-search pass
Goodbudget vs YNAB reviews freelancer irregular income household budgeting app comparisonGoogle ↗
OBSERVED
YNAB irregular income variable income freelancer budget features officialGoogle ↗
OBSERVED
Goodbudget irregular income variable income envelope budgeting features officialGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Goodbudget vs YNAB reviews freelancer irregular income household budgeting app comparison Google ↗
YNAB irregular income variable income freelancer budget features official Google ↗
Goodbudget irregular income variable income envelope budgeting features official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Goodbudget vs YNAB reviews freelancer irregular income household budgeting app comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
YNAB irregular income variable income freelancer budget features official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Goodbudget irregular income variable income envelope budgeting features official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1