Real ChatGPT answer · index seede62yyhLjNdYcompleteAutomotive · new carscommercial

My parents are offering to co sign a loan for a brand new car, but should I be looking into leasing vs buying new as a first time buyer with limited credit history?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My parents are offering to co sign a loan for a brand new car, but should I be looking into leasing vs buying new as a first time buyer with limited credit history?
2 real searches · 1 real-search pass
CFPB auto loan co-signer responsibilities credit history leasing vs buying car consumer adviceGoogle ↗
OBSERVEDComparison
FTC car leasing buying mileage limits total cost auto loan shopping preapprovalGoogle ↗
OBSERVEDShort fact

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 (2)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
CFPB auto loan co-signer responsibilities credit history leasing vs buying car consumer advice Google ↗
FTC car leasing buying mileage limits total cost auto loan shopping preapproval Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB auto loan co-signer responsibilities credit history leasing vs buying car consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
FTC car leasing buying mileage limits total cost auto loan shopping preapproval
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1