Real ChatGPT answer · index seedS1G7k3FV8zocompleteAutomotive · used carshowto

Is it worth paying extra for the CarMax extended warranty on a used commercial van, or should I just budget for local mechanic repairs?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying extra for the CarMax extended warranty on a used commercial van, or should I just budget for local mechanic repairs?
2 real searches · 1 real-search pass
CarMax MaxCare extended service plan commercial use business use exclusions commercial vehicle van contractGoogle ↗
OBSERVEDComparison
CarMax MaxCare warranty cost deductible coverage terms exclusions maintenance commercial useGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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
CarMax MaxCare extended service plan commercial use business use exclusions commercial vehicle van contract Google ↗
CarMax MaxCare warranty cost deductible coverage terms exclusions maintenance commercial use Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CarMax MaxCare extended service plan commercial use business use exclusions commercial vehicle van contract
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CarMax MaxCare warranty cost deductible coverage terms exclusions maintenance commercial use
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1