What is the cheapest way to consolidate multiple federal student loans when interest rates keep changing every few months
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to consolidate multiple federal student loans when interest rates keep changing every few months
2 real searches · 1 real-search pass
2026 federal student loan Direct Consolidation Loan interest rate weighted average rounded up nearest one-eighth official Federal Student AidGoogle ↗
OBSERVEDShort fact
2026 federal student loan consolidation application fees benefits drawbacks official Department of EducationGoogle ↗
OBSERVEDConsequence
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 federal student loan Direct Consolidation Loan interest rate weighted average rounded up nearest one-eighth official Federal Student Aid Google ↗
2026 federal student loan consolidation application fees benefits drawbacks official Department of Education Google ↗
- StudentAid.gov · studentaid.gov
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- Direct Consolidation Loan Application and Promissory Note · studentaid.gov
- Should I consolidate my federal student loans into a federal Direct Consolidation Loan? · consumerfinance.gov
- Paying for School and Avoiding Scams · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal student loan Direct Consolidation Loan interest rate weighted average rounded up nearest one-eighth official Federal Student Aid OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 federal student loan consolidation application fees benefits drawbacks official Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |