LightStream versus Discover for bad credit loan options to keep my freelance design business afloat during a dry spell.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
LightStream versus Discover for bad credit loan options to keep my freelance design business afloat during a dry spell.
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 personal loan credit score requirements business use official 2026 Google ↗
Discover personal loan credit score requirements business use official 2026 Google ↗
- Apply for a Loan Online: Unsecured Personal Loan Application · lightstream.com
- LightStream Personal Loan Review 2026 · wsj.com
- lightstream.com · lightstream.com
- LightStream Personal Loans Review (September 2026) · credible.com
- Personal Loan FAQs · discover.com
- Discover 2026 Personal Loan Review · nerdwallet.com
- Microloans · sba.gov
- SBA lender resources: Partnering with SBA loan programs -Small Business Administration · sba.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream personal loan credit score requirements business use official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Discover personal loan credit score requirements business use official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |