How should our household compare current fixed and variable rate offers from Earnest to decide which one makes sense for our long-term retirement planning?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should our household compare current fixed and variable rate offers from Earnest to decide which one makes sense for our long-term retirement planning?
3 real searches · 1 real-search pass
Earnest student loan refinancing fixed variable interest rates APR terms rate cap variable rate official 2026Google ↗
OBSERVED
Earnest student loan refinancing fixed vs variable rates how variable rate changes index margin caps officialGoogle ↗
OBSERVED
IRS student loan refinancing tax treatment student loan interest deduction retirement planning 2026Google ↗
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 refinancing fixed variable interest rates APR terms rate cap variable rate official 2026 Google ↗
Earnest student loan refinancing fixed vs variable rates how variable rate changes index margin caps official Google ↗
IRS student loan refinancing tax treatment student loan interest deduction retirement planning 2026 Google ↗
- Earnest · frontend-astro.savingforcollege.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Earnest · biglawinvestor.com
- Best Refinance Student Loans In 2026 · bankrate.com
- Should I Refinance My Student Loans? · cnbc.com
- Topic no. 456, Student loan interest deduction · irs.gov
- 26 U.S.C. § 221: Interest on education loans · uscode.house.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Earnest student loan refinancing fixed variable interest rates APR terms rate cap variable rate official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Earnest student loan refinancing fixed vs variable rates how variable rate changes index margin caps official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS student loan refinancing tax treatment student loan interest deduction retirement planning 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |