Real ChatGPT answer · index seedAN0xbe1po74completeAutomotive · car buying processcomparison

Are there any hidden costs in certified pre-owned warranty coverage terms that I should watch out for before buying a luxury SUV from a local dealer?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any hidden costs in certified pre-owned warranty coverage terms that I should watch out for before buying a luxury SUV from a local dealer?
2 real searches · 1 real-search pass
California certified pre-owned vehicle warranty consumer rights dealer add-ons service contract warranty exclusions luxury SUV 2026Google ↗
OBSERVEDComparison
California DMV car buying dealer add-ons warranty service contract CPO buyer guideGoogle ↗
OBSERVEDInstruction

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 factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / 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
California certified pre-owned vehicle warranty consumer rights dealer add-ons service contract warranty exclusions luxury SUV 2026 Google ↗
California DMV car buying dealer add-ons warranty service contract CPO buyer guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California certified pre-owned vehicle warranty consumer rights dealer add-ons service contract warranty exclusions luxury SUV 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
California DMV car buying dealer add-ons warranty service contract CPO buyer guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1