Real ChatGPT answer · index seed2W9GJmEnCnYcompleteEducation · college degreesbrand

Which private student lenders offer the lowest fixed interest rates for parents co-signing loans for out of state tuition

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which private student lenders offer the lowest fixed interest rates for parents co-signing loans for out of state tuition
3 real searches · 1 real-search pass
2026 private student loan fixed interest rates lowest cosigner parent undergraduate out-of-state tuition lenders rates APRGoogle ↗
OBSERVED
2026 private student loan fixed interest rates cosigner undergraduate lenders lowest APR October 2026Google ↗
OBSERVED
2026 private student loan lenders fixed APR co-signer undergraduate rates College Ave Sallie Mae Earnest SoFi Citizens AscentGoogle ↗
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
2026 private student loan fixed interest rates lowest cosigner parent undergraduate out-of-state tuition lenders rates APR Google ↗
2026 private student loan fixed interest rates cosigner undergraduate lenders lowest APR October 2026 Google ↗
2026 private student loan lenders fixed APR co-signer undergraduate rates College Ave Sallie Mae Earnest SoFi Citizens Ascent Google ↗
  1. Compare Private Student Loans · nerdwallet.com
  2. Student Loan Fact Sheet · pages.collegeaidpro.com
  3. Check Earnest rates · earnest.com
  4. Check College Ave rates · collegeave.com
  5. Check Sallie Mae rates · salliemae.com
  6. Check Ascent rates · ascentfunding.com
  7. Check Abe rates · abe.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 private student loan fixed interest rates lowest cosigner parent undergraduate out-of-state tuition lenders rates APR
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 private student loan fixed interest rates cosigner undergraduate lenders lowest APR October 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 private student loan lenders fixed APR co-signer undergraduate rates College Ave Sallie Mae Earnest SoFi Citizens Ascent
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1