What should a pensioner look out for when comparing bad credit loan options for emergency home or auto repairs
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What should a pensioner look out for when comparing bad credit loan options for emergency home or auto repairs
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
CFPB compare personal loan APR fees payday title loans consumer advice older adults fixed income Google ↗
USA.gov home repair assistance older adults Area Agency on Aging emergency home repairs Google ↗
- What is an annual percentage rate (APR) and why is it higher than the interest rate for my payday loan? · consumerfinance.gov
- What To Know About Payday and Car Title Loans · consumer.ftc.gov
- Staying in Your Home · acl.gov
- Single Family Housing Repair Loans & Grants · rd.usda.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB compare personal loan APR fees payday title loans consumer advice older adults fixed income OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
USA.gov home repair assistance older adults Area Agency on Aging emergency home repairs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |