Real ChatGPT answer · index seedNLffL8F1wDscompleteHome services and improvement · contractors and remodelinginformational
Are home improvement loans difficult to qualify for if my primary income is from social security and a pension?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are home improvement loans difficult to qualify for if my primary income is from social security and a pension?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
home improvement loan qualifying income Social Security pension lender requirements debt to income Google ↗
Fannie Mae Social Security retirement income pension qualifying income documentation mortgage selling guide Google ↗
- Is a lender allowed to consider my age or where my income comes from when deciding whether to give me a loan? · consumerfinance.gov
- General Income Information · selling-guide.fanniemae.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
home improvement loan qualifying income Social Security pension lender requirements debt to income OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fannie Mae Social Security retirement income pension qualifying income documentation mortgage selling guide OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |