Real ChatGPT answer · index seedaABVNpFFHFYcompleteAutomotive · used carscomparison

Is a certified pre-owned car from a major brand actually better than buying an older used car from a private seller on Facebook Marketplace?

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 car from a major brand actually better than buying an older used car from a private seller on Facebook Marketplace?
1 real search · 1 real-search pass
FTC buying certified pre-owned car warranty independent mechanic inspection private seller used car advice; Texas DMV private party used car title buyer guideGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
FTC buying certified pre-owned car warranty independent mechanic inspection private seller used car advice; Texas DMV private party used car title buyer guide Google ↗
  1. Buying a Used Car From a Dealer · consumer.ftc.gov
  2. What to know when buying a used car online · consumer.ftc.gov
  3. Title Check - Look before you buy · txdmv.gov
  4. Buying a New or Used Car · texasattorneygeneral.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC buying certified pre-owned car warranty independent mechanic inspection private seller used car advice; Texas DMV private party used car title buyer guide
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1