What are the actual maintenance costs for an electric vehicle over five years since there are no oil changes or spark plugs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the actual maintenance costs for an electric vehicle over five years since there are no oil changes or spark plugs?
3 real searches · 1 real-search pass
electric vehicle maintenance costs five years ownership 2026 maintenance cost estimatesGoogle ↗
OBSERVEDReason
five year electric vehicle maintenance cost compared with gas car Consumer Reports maintenance repair costs per mile 2025Google ↗
OBSERVEDComparison
U.S. Department of Energy electric vehicle maintenance costs tires brakes cabin air filter coolant serviceGoogle ↗
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)
Classes come from the query-classifier (a local Laya model). 2 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
electric vehicle maintenance costs five years ownership 2026 maintenance cost estimates Google ↗
five year electric vehicle maintenance cost compared with gas car Consumer Reports maintenance repair costs per mile 2025 Google ↗
U.S. Department of Energy electric vehicle maintenance costs tires brakes cabin air filter coolant service Google ↗
- Alternative Fuels Data Center: Electric Vehicles for Consumers · afdc.energy.gov
- FOTW #1190, June 14, 2021: Battery-Electric Vehicles Have Lower Scheduled Maintenance Costs than Other Light-Duty Vehicles · energy.gov
- Pay Less for Vehicle Maintenance With an EV · consumerreports.org
- Electric Vehicle Ownership Costs: Today’s Electric Vehicles Offer Big Savings for Consumers · advocacy.consumerreports.org
- Alternative Fuels Data Center: Maintenance and Safety of Electric Vehicles · afdc.energy.gov
- Going Electric Discover The True Cost Of EV Ownership · aaa.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
electric vehicle maintenance costs five years ownership 2026 maintenance cost estimates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
five year electric vehicle maintenance cost compared with gas car Consumer Reports maintenance repair costs per mile 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
U.S. Department of Energy electric vehicle maintenance costs tires brakes cabin air filter coolant service OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |