Real ChatGPT answer · index seedWx7kB6vLPI0completeFinance and banking · credit scores and repairbrand
Is Credit Karma giving me accurate VantageScores or are banks still mostly looking at my FICO score when I apply for commercial vehicle financing
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Credit Karma giving me accurate VantageScores or are banks still mostly looking at my FICO score when I apply for commercial vehicle financing
3 real searches · 1 real-search pass
commercial vehicle financing lender personal credit score FICO business auto loan underwriting VantageScoreGoogle ↗
OBSERVEDReason
FICO vs VantageScore lenders use FICO official consumer credit educationGoogle ↗
OBSERVEDComparison
commercial vehicle loan personal guarantee business credit underwriting credit score lender officialGoogle ↗
OBSERVEDReason
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
commercial vehicle financing lender personal credit score FICO business auto loan underwriting VantageScore Google ↗
FICO vs VantageScore lenders use FICO official consumer credit education Google ↗
commercial vehicle loan personal guarantee business credit underwriting credit score lender official Google ↗
- Learn About FICO Score Versions and Their Uses · myfico.com
- What is a FICO score? · consumerfinance.gov
- FICO® or VantageScore®: Which is More Accurate? · chase.com
- myFICO · myfico.com
- AnnualCreditReport.com · annualcreditreport.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial vehicle financing lender personal credit score FICO business auto loan underwriting VantageScore OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FICO vs VantageScore lenders use FICO official consumer credit education OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial vehicle loan personal guarantee business credit underwriting credit score lender official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |