Real ChatGPT answer · index seedeAzowl8oqnQcompleteAutomotive · car reliability and safetybrand

Are extended warranties from third-party providers like Olive or Endurance generally cheaper and better than dealer-offered plans for commercial delivery vehicles?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are extended warranties from third-party providers like Olive or Endurance generally cheaper and better than dealer-offered plans for commercial delivery vehicles?
3 real searches · 1 real-search pass
Olive extended car warranty commercial use delivery vehicle exclusions official termsGoogle ↗
OBSERVED
Endurance vehicle service contract commercial use delivery vehicles exclusions official termsGoogle ↗
OBSERVED
dealer extended warranty commercial vehicle service contract fleet coverage comparison exclusionsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Olive extended car warranty commercial use delivery vehicle exclusions official terms Google ↗
Endurance vehicle service contract commercial use delivery vehicles exclusions official terms Google ↗
dealer extended warranty commercial vehicle service contract fleet coverage comparison exclusions Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Olive extended car warranty commercial use delivery vehicle exclusions official terms
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Endurance vehicle service contract commercial use delivery vehicles exclusions official terms
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
dealer extended warranty commercial vehicle service contract fleet coverage comparison exclusions
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1