Real ChatGPT answer · index seed8VeXkFPOYrEcompleteAutomotive · used carsbrand

Are extended warranties offered by dealerships like AutoNation worth buying on a used Hyundai Elantra with 90k miles?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are extended warranties offered by dealerships like AutoNation worth buying on a used Hyundai Elantra with 90k miles?
3 real searches · 1 real-search pass
AutoNation used car extended warranty vehicle protection plan coverage exclusions deductible cancellation termsGoogle ↗
OBSERVEDOther / navigational
FTC extended auto warranties service contracts what to check exclusions repair coverageGoogle ↗
OBSERVEDReason
Hyundai Elantra 90000 miles reliability common problems model years engine warranty usedGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%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
AutoNation used car extended warranty vehicle protection plan coverage exclusions deductible cancellation terms Google ↗
FTC extended auto warranties service contracts what to check exclusions repair coverage Google ↗
Hyundai Elantra 90000 miles reliability common problems model years engine warranty used Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AutoNation used car extended warranty vehicle protection plan coverage exclusions deductible cancellation terms
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
FTC extended auto warranties service contracts what to check exclusions repair coverage
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Hyundai Elantra 90000 miles reliability common problems model years engine warranty used
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1