Real ChatGPT answer · index seed9gMs9RgAyEwcompleteFinance and banking · budgeting and savingcomparison

How do the budgeting visualization tools in Copilot compare to the spreadsheet flexibility of Tiller Money for a CPA managing irregular freelance income?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do the budgeting visualization tools in Copilot compare to the spreadsheet flexibility of Tiller Money for a CPA managing irregular freelance income?
3 real searches · 1 real-search pass
Copilot Money vs Tiller Money pricing features 2026 freelance income budgetingGoogle ↗
OBSERVED
Copilot Money budgeting app budgeting visualizations features categories reports cash flow officialGoogle ↗
OBSERVED
Tiller Money spreadsheet features templates rollover budgets income irregular freelance 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
Copilot Money vs Tiller Money pricing features 2026 freelance income budgeting Google ↗
Copilot Money budgeting app budgeting visualizations features categories reports cash flow official Google ↗
Tiller Money spreadsheet features templates rollover budgets income irregular freelance official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Copilot Money vs Tiller Money pricing features 2026 freelance income budgeting
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Copilot Money budgeting app budgeting visualizations features categories reports cash flow official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Tiller Money spreadsheet features templates rollover budgets income irregular freelance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1