Should I consolidate my federal and private student loans together or keep them separate with Earnest
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I consolidate my federal and private student loans together or keep them separate with Earnest
3 real searches · 1 real-search pass
Earnest student loan refinance federal loans lose federal benefits official Earnest refinancingGoogle ↗
OBSERVED
Federal Student Aid Direct Consolidation Loan preserves federal benefits income driven repayment forgiveness officialGoogle ↗
OBSERVED
CFPB refinance federal student loans private lose protectionsGoogle ↗
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
Earnest student loan refinance federal loans lose federal benefits official Earnest refinancing Google ↗
Federal Student Aid Direct Consolidation Loan preserves federal benefits income driven repayment forgiveness official Google ↗
CFPB refinance federal student loans private lose protections Google ↗
- Should I consolidate or refinance my student loans? · consumerfinance.gov
- What Makes Refinancing My Student Loans With Earnest Different From Other Refinancing or Consolidation Options? · help.earnest.com
- 5 Things to Know Before Consolidating Federal Student Loans · studentaid.gov
- Should I consolidate my federal student loans into a federal Direct Consolidation Loan? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Earnest student loan refinance federal loans lose federal benefits official Earnest refinancing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid Direct Consolidation Loan preserves federal benefits income driven repayment forgiveness official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CFPB refinance federal student loans private lose protections OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |