Real ChatGPT answer · index seedlJZUQ6uV1H4completeFinance and banking · credit scores and repairbrand
Are there any decent alternatives to Credit Karma that give more accurate FICO scores for car loan shopping?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any decent alternatives to Credit Karma that give more accurate FICO scores for car loan shopping?
3 real searches · 1 real-search pass
best services check FICO Auto Scores all three bureaus myFICO auto score versions officialGoogle ↗
OBSERVEDComparison
Experian free FICO score 8 official app auto loan score FICO Auto Score availabilityGoogle ↗
OBSERVEDOther / navigational
FICO score versions used for auto loans lenders FICO Auto Score 2 4 5 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
best services check FICO Auto Scores all three bureaus myFICO auto score versions official Google ↗
Experian free FICO score 8 official app auto loan score FICO Auto Score availability Google ↗
FICO score versions used for auto loans lenders FICO Auto Score 2 4 5 official Google ↗
- myFICO plans and pricing · myfico.com
- Learn About FICO Score Versions and Their Uses · myfico.com
- FICO® Auto Score: What Is It? · chase.com
- Experian · experian.com
- FICO® Score Disclosure · experian.com
- FICO · fico.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best services check FICO Auto Scores all three bureaus myFICO auto score versions official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Experian free FICO score 8 official app auto loan score FICO Auto Score availability OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FICO score versions used for auto loans lenders FICO Auto Score 2 4 5 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |