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

Compare the student loan repayment calculator on StudentAid.gov versus NerdWallet to see which repayment plan I should switch to today.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the student loan repayment calculator on StudentAid.gov versus NerdWallet to see which repayment plan I should switch to today.
2 real searches · 1 real-search pass
StudentAid.gov loan simulator repayment plans 2026 repayment assistance plan changes October 2026 federal student loansGoogle ↗
OBSERVED
NerdWallet student loan repayment calculator repayment plans calculator methodology 2026Google ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
StudentAid.gov loan simulator repayment plans 2026 repayment assistance plan changes October 2026 federal student loans Google ↗
NerdWallet student loan repayment calculator repayment plans calculator methodology 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
StudentAid.gov loan simulator repayment plans 2026 repayment assistance plan changes October 2026 federal student loans
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NerdWallet student loan repayment calculator repayment plans calculator methodology 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1