Real ChatGPT answer · index seedYEX5xEm4tH0completeAutomotive · car reliability and safetycommercial
I want to compare the average yearly maintenance expenses for used Ford Transit vans versus Mercedes Sprinters for our courier business
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I want to compare the average yearly maintenance expenses for used Ford Transit vans versus Mercedes Sprinters for our courier business
3 real searches · 1 real-search pass
Ford Transit vs Mercedes Sprinter annual maintenance repair costs used vans fleet 2025 2026Google ↗
OBSERVEDComparison
Ford Transit annual repair cost average RepairPal Mercedes-Benz Sprinter annual repair costGoogle ↗
OBSERVEDReason
commercial van maintenance costs Ford Transit Mercedes Sprinter high mileage courier fleetGoogle ↗
OBSERVEDComparison
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
Ford Transit vs Mercedes Sprinter annual maintenance repair costs used vans fleet 2025 2026 Google ↗
Ford Transit annual repair cost average RepairPal Mercedes-Benz Sprinter annual repair cost Google ↗
commercial van maintenance costs Ford Transit Mercedes Sprinter high mileage courier fleet Google ↗
- Ford Transit-350 Reliability - 2026 Ratings · repairpal.com
- Mercedes-Benz Sprinter 2500 Repair: Service and Maintenance Cost · repairpal.com
- Mercedes-Benz Sprinter 3500 Repair: Service and Maintenance Cost · repairpal.com
- Ford Transit vs. Mercedes Sprinter: The Data Behind Our Choice · paradigmvanconversions.com
- Ford Transit vs Mercedes Sprinter side-by-side comparison · van2b.com
- How Maintenance Costs Compare Across 27 Fleet Vehicles · automotive-fleet.com
- How Much Does Mercedes-Benz Sprinter Van Maintenance Cost? · paautosales.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ford Transit vs Mercedes Sprinter annual maintenance repair costs used vans fleet 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ford Transit annual repair cost average RepairPal Mercedes-Benz Sprinter annual repair cost OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
commercial van maintenance costs Ford Transit Mercedes Sprinter high mileage courier fleet OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |