We are starting a small online retail business and need startup capital. Are personal loans better than business loans when you have household debt?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are starting a small online retail business and need startup capital. Are personal loans better than business loans when you have household debt?
3 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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
SBA startup business loans microloans personal guarantee startup financing official guidance Google ↗
CFPB debt-to-income ratio lenders personal loan household debt Google ↗
IRS business loan interest deduction business expense interest official Google ↗
- Microloans · sba.gov
- loan programs · sba.gov
- Publication 334 (2025), Tax Guide for Small Business · dejavu.org
- Topic no. 505, Interest expense · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SBA startup business loans microloans personal guarantee startup financing official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB debt-to-income ratio lenders personal loan household debt OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS business loan interest deduction business expense interest official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |