Real ChatGPT answer · index seedeK1hBpoabCMcompleteFinance and banking · budgeting and savingcomparison
Goodbudget envelope system app versus YNAB for a dual-income couple managing variable freelance and salary income.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Goodbudget envelope system app versus YNAB for a dual-income couple managing variable freelance and salary income.
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 1 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
Goodbudget envelope budgeting app features pricing sync shared household irregular income YNAB comparison Google ↗
YNAB official features pricing multiple income streams variable income couples sharing budget Google ↗
- Pricing · ynab.com
- Features · ynab.com
- The Best Budget Apps for 2026: Pros, Cons and What Users Say · nerdwallet.com
- Best envelope budgeting apps in 2026 · wonderful.money
- Shared Household Budget Apps: Which Fits? · theappnote.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Goodbudget envelope budgeting app features pricing sync shared household irregular income YNAB comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
YNAB official features pricing multiple income streams variable income couples sharing budget OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |