Real ChatGPT answer · index seediApBzxJvbT4completeParenting and family · parenting advicecommercial

Compare the security features and expense tracking capabilities of YNAB versus Copilot for a family managing strict budget cuts due to high inflation

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the security features and expense tracking capabilities of YNAB versus Copilot for a family managing strict budget cuts due to high inflation
3 real searches · 1 real-search pass
YNAB pricing Copilot Money pricing 2026 features family sharing securityGoogle ↗
OBSERVEDOther / navigational
YNAB security encryption multi-factor authentication bank connection expense tracking features family budgeting officialGoogle ↗
OBSERVEDOther / navigational
Copilot Money security encryption multi-factor authentication bank connections spending tracking shared family budgeting officialGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
YNAB pricing Copilot Money pricing 2026 features family sharing security Google ↗
YNAB security encryption multi-factor authentication bank connection expense tracking features family budgeting official Google ↗
Copilot Money security encryption multi-factor authentication bank connections spending tracking shared family budgeting official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
YNAB pricing Copilot Money pricing 2026 features family sharing security
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
YNAB security encryption multi-factor authentication bank connection expense tracking features family budgeting official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Copilot Money security encryption multi-factor authentication bank connections spending tracking shared family budgeting official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1