What is the difference between calculating monthly loan payments on LightStream versus Universal Credit when you are borrowing money for home improvements?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between calculating monthly loan payments on LightStream versus Universal Credit when you are borrowing money for home improvements?
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.
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
LightStream home improvement loan rates terms fees monthly payment calculator 2026 Google ↗
Universal Credit personal loan home improvement rates fees terms monthly payment calculator 2026 Google ↗
- Home Improvement Financing · lightstream.com
- Personal Loans - Apply Online · universal-credit.com
- FAQ · lightstream.com
- LightStream Loan Rate Calculator · lightstream.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream home improvement loan rates terms fees monthly payment calculator 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Universal Credit personal loan home improvement rates fees terms monthly payment calculator 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |