Real ChatGPT answer · index seedm6O9dYMajMIcompleteFinance and banking · credit scores and repairbrand
Is Credit Karma accurate when it estimates my mortgage approval odds with a bad credit history, or should I be looking at my actual FICO scores instead?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Credit Karma accurate when it estimates my mortgage approval odds with a bad credit history, or should I be looking at my actual FICO scores instead?
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
Credit Karma VantageScore 3.0 mortgage lenders FICO scores 2 4 5 current mortgage credit scoring models CFPB Google ↗
Fannie Mae mortgage credit score requirements lender use FICO 2 4 5 tri-merge 2026 Google ↗
- General Requirements for Credit Scores · selling-guide.fanniemae.com
- Credit Score Models and Reports Initiative · sf.freddiemac.com
- Does my credit score affect my ability to get a mortgage loan or the mortgage rate I pay? · consumerfinance.gov
- What is a credit score? · consumerfinance.gov
- AnnualCreditReport.com · annualcreditreport.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Credit Karma VantageScore 3.0 mortgage lenders FICO scores 2 4 5 current mortgage credit scoring models CFPB OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Fannie Mae mortgage credit score requirements lender use FICO 2 4 5 tri-merge 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |