How should my adult child decide between a fixed or variable refinance rate when consolidating their undergraduate and graduate loans?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should my adult child decide between a fixed or variable refinance rate when consolidating their undergraduate and graduate loans?
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
CFPB student loan refinancing federal loans lose benefits fixed variable interest rate guidance Google ↗
Federal Student Aid refinancing federal student loans private loan benefits income driven repayment forgiveness Google ↗
- student loan refinancing guide · consumerfinance.gov
- Federal Student Aid's consolidation guide · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB student loan refinancing federal loans lose benefits fixed variable interest rate guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal Student Aid refinancing federal student loans private loan benefits income driven repayment forgiveness OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |