Real ChatGPT answer · index seedZAp5FMfFSywcompleteParenting and family · family financesinformational

Which credit scoring model do most auto lenders use nowadays and how can I check mine for free?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which credit scoring model do most auto lenders use nowadays and how can I check mine for free?
3 real searches · 1 real-search pass
Which FICO score do auto lenders use FICO Auto Score 8 9 official FICO consumerGoogle ↗
OBSERVEDReason
How to get free FICO score Experian free credit score official 2026Google ↗
OBSERVEDInstruction
AnnualCreditReport free credit reports no credit score official CFPBGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational33%ComparisonConsequenceReason33%DefinitionInstruction33%Yes / no

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
Which FICO score do auto lenders use FICO Auto Score 8 9 official FICO consumer Google ↗
How to get free FICO score Experian free credit score official 2026 Google ↗
AnnualCreditReport free credit reports no credit score official CFPB Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Which FICO score do auto lenders use FICO Auto Score 8 9 official FICO consumer
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
How to get free FICO score Experian free credit score official 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
AnnualCreditReport free credit reports no credit score official CFPB
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1