How strict is LightStream regarding verifying the specific project details for a home improvement loan versus a general-purpose cash-out loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How strict is LightStream regarding verifying the specific project details for a home improvement loan versus a general-purpose cash-out loan?
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 verify project details funds use general purpose personal loan restrictions documentation Google ↗
site:lightstream.com home improvement loan how funds are used verify project contractor invoices Google ↗
- Home Improvement Financing · lightstream.com
- 10-Tips-about-LS-Home-Improvement-Loans · mma.prnewswire.com
- FAQ · lightstream.com
- Unsecured Personal Loan for Good to Excellent Credit · 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 verify project details funds use general purpose personal loan restrictions documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
site:lightstream.com home improvement loan how funds are used verify project contractor invoices OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |