Real ChatGPT answer · index seedbHyetBVAyMIcompleteAutomotive · car buying processcomparison

What are the major red flags for a spot delivery scam when you are trying to finance your very first car without a cosigner?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the major red flags for a spot delivery scam when you are trying to finance your very first car without a cosigner?
3 real searches · 1 real-search pass
FTC spot delivery yo-yo financing car dealer consumer advice financing not finalGoogle ↗
OBSERVEDConsequence
CFPB auto loan dealer financing spot delivery conditional financing consumer adviceGoogle ↗
OBSERVEDReason
Maryland Attorney General yo-yo financing spot delivery car dealership consumerGoogle ↗
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%ComparisonConsequence33%Reason33%DefinitionInstructionYes / 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
FTC spot delivery yo-yo financing car dealer consumer advice financing not final Google ↗
CFPB auto loan dealer financing spot delivery conditional financing consumer advice Google ↗
Maryland Attorney General yo-yo financing spot delivery car dealership consumer Google ↗
  1. Auto Loans · labor.maryland.gov
  2. Can the dealer increase the interest rate after I drive the vehicle home? · consumerfinance.gov
  3. Getting a Car Loan · consumer.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC spot delivery yo-yo financing car dealer consumer advice financing not final
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
CFPB auto loan dealer financing spot delivery conditional financing consumer advice
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Maryland Attorney General yo-yo financing spot delivery car dealership consumer
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1