LightStream advertises great rates for home improvements, but what are their exact requirements for debt to income ratio if my spouse is a freelancer?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
LightStream advertises great rates for home improvements, but what are their exact requirements for debt to income ratio if my spouse is a freelancer?
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 debt to income ratio requirements self-employed freelancer spouse income documentation Google ↗
site:lightstream.com debt-to-income ratio self-employed income verification loan requirements Google ↗
- LightStream 2026 Personal Loan Review · nerdwallet.com
- FAQ · lightstream.com
- lightstream.com · lightstream.com
- Home Improvement Loan for Renovation and Repairs · truist.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream home improvement loan debt to income ratio requirements self-employed freelancer spouse income documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:lightstream.com debt-to-income ratio self-employed income verification loan requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |