LightStream home improvement loans vs traditional bank personal loans, which one makes more sense for a young professional doing minor repairs
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
LightStream home improvement loans vs traditional bank personal loans, which one makes more sense for a young professional doing minor repairs
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). 1 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 2026 official Google ↗
traditional bank personal loan rates origination fees terms 2026 comparison Google ↗
- Home Improvement Financing · lightstream.com
- FAQ · lightstream.com
- LightStream by Truist · lightstream.com
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
Queries
2 queries · click a column to sort