Real ChatGPT answer · index seedD4y0FgK209UcompleteAutomotive · electric vehiclescommercial

How much money do drivers actually save on maintenance costs over five years when switching from a gas car to a budget EV?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much money do drivers actually save on maintenance costs over five years when switching from a gas car to a budget EV?
2 real searches · 1 real-search pass
five year maintenance cost savings electric vehicle versus gasoline car maintenance study 2025 US budget EVGoogle ↗
OBSERVEDComparison
Argonne vehicle maintenance repair costs electric vehicles gasoline vehicles per mile studyGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
five year maintenance cost savings electric vehicle versus gasoline car maintenance study 2025 US budget EV Google ↗
Argonne vehicle maintenance repair costs electric vehicles gasoline vehicles per mile study Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
five year maintenance cost savings electric vehicle versus gasoline car maintenance study 2025 US budget EV
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Argonne vehicle maintenance repair costs electric vehicles gasoline vehicles per mile study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1