Real ChatGPT answer · index seedmEyk89YbJFYcompleteAutomotive · used carscomparison

Is a certified pre-owned vehicle warranty actually better than buying an older used car and paying cash for a mobile mechanic inspection?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a certified pre-owned vehicle warranty actually better than buying an older used car and paying cash for a mobile mechanic inspection?
1 real search · 1 real-search pass
certified pre-owned vehicle warranty coverage exclusions inspection used car independent pre-purchase inspection consumer advice FTCGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
certified pre-owned vehicle warranty coverage exclusions inspection used car independent pre-purchase inspection consumer advice FTC Google ↗
  1. Buying a Used Car From a Dealer · consumer.ftc.gov
  2. Auto Warranties and Auto Service Contracts · consumer.ftc.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
certified pre-owned vehicle warranty coverage exclusions inspection used car independent pre-purchase inspection consumer advice FTC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1