Real ChatGPT answer · index seed1CHzdLfNLWEcompleteFinance and banking · student loansbrand

Navient student loans vs federal direct consolidation which one is actually cheaper for someone making forty five thousand a year in Texas

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Navient student loans vs federal direct consolidation which one is actually cheaper for someone making forty five thousand a year in Texas
2 real searches · 1 real-search pass
2026 federal student loan repayment plans Direct Consolidation Loan income $45000 Texas current rules Navient private loans comparisonGoogle ↗
OBSERVED
Navient private student loans refinancing federal Direct Consolidation differences interest rate weighted average 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 federal student loan repayment plans Direct Consolidation Loan income $45000 Texas current rules Navient private loans comparison Google ↗
Navient private student loans refinancing federal Direct Consolidation differences interest rate weighted average official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal student loan repayment plans Direct Consolidation Loan income $45000 Texas current rules Navient private loans comparison
OBSERVED
Google ↗
AI Mode ↗
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Navient private student loans refinancing federal Direct Consolidation differences interest rate weighted average official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1