Looking for the cheapest way to handle eighty thousand in federal student loans without losing income driven repayment protections if I refinance.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for the cheapest way to handle eighty thousand in federal student loans without losing income driven repayment protections if I refinance.
2 real searches · 1 real-search pass
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 IDR changes July 1 2026 official StudentAid.gov refinancing federal loans private lose benefits Google ↗
Federal student loan consolidation versus refinancing preserve federal benefits 2026 official Google ↗
- Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- Federal Student Aid Loan Simulator · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan repayment plans IDR changes July 1 2026 official StudentAid.gov refinancing federal loans private lose benefits OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal student loan consolidation versus refinancing preserve federal benefits 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |