Real ChatGPT answer · index seedDGEcWyobhmscompleteAutomotive · new carscommercial

Are bumper-to-bumper extended warranties worth purchasing on a plug-in hybrid with complex thermal management systems?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are bumper-to-bumper extended warranties worth purchasing on a plug-in hybrid with complex thermal management systems?
2 real searches · 1 real-search pass
plug-in hybrid thermal management system components warranty coverage battery warranty manufacturer warranty repair costsGoogle ↗
OBSERVED
FTC extended auto warranties vehicle service contracts exclusions coverage manufacturer warrantyGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
plug-in hybrid thermal management system components warranty coverage battery warranty manufacturer warranty repair costs Google ↗
FTC extended auto warranties vehicle service contracts exclusions coverage manufacturer warranty Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
plug-in hybrid thermal management system components warranty coverage battery warranty manufacturer warranty repair costs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FTC extended auto warranties vehicle service contracts exclusions coverage manufacturer warranty
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1