what are the best budget friendly student loans with low interest rates for parents trying to cover the remaining college tuition gap
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what are the best budget friendly student loans with low interest rates for parents trying to cover the remaining college tuition gap
3 real searches · 1 real-search pass
2026-2027 federal Parent PLUS loan interest rate origination fee officialGoogle ↗
OBSERVEDShort fact
2026 parent student loan rates private lenders parent loans fixed APR 2026 comparisonGoogle ↗
OBSERVEDComparison
Connecticut student loan parent loan program CHESLA rates 2026 parent borrowerGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026-2027 federal Parent PLUS loan interest rate origination fee official Google ↗
2026 parent student loan rates private lenders parent loans fixed APR 2026 comparison Google ↗
Connecticut student loan parent loan program CHESLA rates 2026 parent borrower Google ↗
- CHESLA loan details and application · chesla.org
- Check Citizens parent loan rates · citizensbank.com
- Explore College Ave loans · collegeave.com
- Explore SoFi student loans · sofi.com
- Explore Sallie Mae parent loans · salliemae.com
- Best College Loans for Parents: Parent PLUS and Private · nerdwallet.com
- The Best Parent Student Loans of November 2026 · cnbc.com
- Federal Parent PLUS information · studentaid.gov
- Interest Rates for Federal Direct Loans First Disbursed Between July 1, 2026 and June 30, 2027 · fsapartners.ed.gov
- studentaid.gov · studentaid.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026-2027 federal Parent PLUS loan interest rate origination fee official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026 parent student loan rates private lenders parent loans fixed APR 2026 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Connecticut student loan parent loan program CHESLA rates 2026 parent borrower OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |