How much should I budget annually for maintenance and repairs on a fleet of five mid-size commercial SUVs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much should I budget annually for maintenance and repairs on a fleet of five mid-size commercial SUVs?
2 real searches · 1 real-search pass
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)
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
commercial fleet vehicle maintenance repair cost per mile 2025 SUV fleet benchmark Google ↗
fleet maintenance costs per vehicle annually commercial light duty vehicles maintenance repair benchmark Google ↗
- Fleetio data reveals fleet maintenance benchmarks · fleetowner.com
- FY25 - State of the Centralized Fleet Report Operation Costs Vehicle Class | Vehicle Total | Maintenance Costs | Avg. Monthly Lease Cost | Auto Liability Ins. | Utilization (Miles Driven) | Fuel Costs | Fuel Costs Per Mile | Main. Cost Per Mile · aemassets.dgs.virginia.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial fleet vehicle maintenance repair cost per mile 2025 SUV fleet benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
fleet maintenance costs per vehicle annually commercial light duty vehicles maintenance repair benchmark OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |