Are LightStream home improvement loans worth applying for if I want to remodel my kitchen and need thirty thousand dollars by next month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are LightStream home improvement loans worth applying for if I want to remodel my kitchen and need thirty thousand dollars by next month?
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 2026 APR rates loan amounts funding timing credit requirements official Google ↗
LightStream home improvement loan official terms $30,000 funding time autopay rate beat program Google ↗
- Home Improvement Financing · lightstream.com
- FAQ · lightstream.com
- LightStream 2026 Personal Loan Review · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream home improvement loan 2026 APR rates loan amounts funding timing credit requirements official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LightStream home improvement loan official terms $30,000 funding time autopay rate beat program OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |