Powered byNHTSA|EPA|Community Reports
Your report: 3 of 4 steps complete75%
Car identifiedData collectedBasic analysisFull AI analysis

Free Preview

#BS-2023-BLUVIS-3D72

2023 Blue Bird Vision School Bus

Based on reports from 1 owners and 12 recalls for this exact model.

Complaints
1
Crashes
0
Fires
0
Recalls
12
TSBs
12

Preliminary Verdict

Green Light

Based on 1 complaints, 0 crashes, 0 fires, and 12 recalls.

Preview: What's in your full report

Each card shows a real sample from your report — unlock all 10 sections from $1.20

Mechanic Inspection Checklist

!Check the DrivetrainHIGH

1 owners reported drivetrain issues.

+ 3 more items in full checklistUnlock

30,000-Mile Cost Projection

Best Case

$X,XXX

Most Likely

$X,XXX

Worst Case

$X,XXX

Top cost driver: Drivetrain (1 reports).

Includes fuel costs, common repairs, and recall riskUnlock

Also in your report

Owner Intelligence

AI-synthesized themes from real complaints

Buyer Lot Checklist

Questions, test drive checks, walk-away triggers

Negotiation Talking Points

Data-backed dollar deductions

Buy / Skip Verdict

Final recommendation with conditions

10 sections total in the full reportUnlock all

Where the complaints fall

Drivetrain1 (100%)

2023 Blue Bird Vision School Bus: Known Issues & Problem Areas

Drivetrain Issues

Drivetrain complaints account for 100% of all reports filed for the 2023 Blue Bird Vision School Bus, with 1 owners filing complaints with NHTSA.

Data sourced from NHTSA owner complaints and community reports. The full report analyzes severity, repair costs, and failure patterns for each category.

Don't negotiate blind — know what this car costs to own

Repair costs • Negotiation scripts • Mechanic checklist • Buy/skip verdict

Get Report — From $1.20

Recall History (12 recalls)

22V049000Mar 2022

EQUIPMENT ADAPTIVE/MOBILITY:WHEELCHAIR LIFT/RAMP

Blue Bird Body Company (Blue Bird) is recalling certain 2023 Vision school buses. The vehicle multiplex software may not engage the brakes when the wheelchair platform lift is operated. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard number 403, "Platform Lift Systems."

22V274000Jun 2022

FUEL SYSTEM, GASOLINE:DELIVERY:HOSES, LINES/PIPING, AND FITTINGS

Blue Bird Body Company (Blue Bird) is recalling certain 2022-2023 Vision school buses. The fuel supply line was incorrectly routed, allowing it to chafe against a bolt head, which can damage the line and create a fuel leak.

22V279000Jun 2022

OTHER:SCHOOL BUS STOP ARM ASSEMBLY

Blue Bird Body Company (Blue Bird) is recalling certain 2023 Vision school buses. The incorrect pins were installed on the air stop arm, which may cause it to fail. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard number 131, "School Bus Pedestrian Safety Devices."

22V321000Jun 2022

POWER TRAIN:AUTOMATIC TRANSMISSION:CONTROL MODULE:SOFTWARE

Blue Bird Body Company (Blue Bird) is recalling certain 2023 Vision school buses equipped with an Allison transmission. The starter interlock settings in the vehicle software are incorrect, allowing the engine to crank while the T-handle gear shifter is in Reverse or Drive. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard number 102, "Transmission Shift Lever Sequence/Starter Interlock/Transmission Braking Effect."

22V578000May 2023

FUEL SYSTEM, OTHER:DELIVERY:HOSES, LINES/PIPING, AND FITTINGS

Blue Bird Body Company (Blue Bird) is recalling certain 2018-2023 Blue Bird Vision transit buses equipped with Roush fuel return lines included in GEN 4 and GEN 5 LPG Conversion Systems that were installed on vehicles sold or registered in Connecticut, Delaware, Illinois, Indiana, Iowa, Kentucky, Maine, Maryland, Massachusetts, Michigan, Minnesota, Missouri, New Hampshire, New Jersey, New York, Ohio, Pennsylvania, Rhode Island, Vermont, Virginia, Washington D.C., West Virginia, and Wisconsin. The zinc-plating on the fuel return line may break away when contacted by road debris, causing two dissimilar metals on the fuel line to contact each other and corrode.

+ 7 more recalls in the full report

Recall severity analysis & seller scripts

The full report rates each recall's severity and gives you scripts for asking the seller about recall completion.

Unlock

About this data

NHTSA Complaints

Federal database of owner-filed safety complaints. 1 records for this vehicle.

NHTSA Recalls

Manufacturer-issued safety recalls. 12 recalls found for this vehicle.

Repair Cost Data

Real-world repair costs from owner reports and independent databases.

2023 Blue Bird Vision School Bus: Frequently Asked Questions

What is the most common problem with the 2023 Blue Bird Vision School Bus?
The most commonly reported issue with the 2023 Blue Bird Vision School Bus is related to the drivetrain, with 1 complaints filed with NHTSA.
Is the 2023 Blue Bird Vision School Bus reliable?
The 2023 Blue Bird Vision School Bus has 1 complaints, 0 crash reports, and 0 fire reports filed with NHTSA. The full report analyzes whether these numbers indicate real risk or are proportional to the vehicle’s popularity.
How much does it cost to fix 2023 Blue Bird Vision School Bus problems?
Repair costs vary by issue. The full BumperScan report includes detailed repair cost estimates (low/median/high) for every major issue, plus a 30,000-mile total cost of ownership projection.
Does the 2023 Blue Bird Vision School Bus have any recalls?
Yes, the 2023 Blue Bird Vision School Bus has 12 recalls on record. The full report includes recall severity analysis and scripts for asking the seller about recall completion.
What mileage do Blue Bird Vision School Bus problems start?
Mileage data is limited for this vehicle. The full report analyzes available data to identify failure patterns by mileage range.
What’s in the full report?
10 sections of AI analysis: severity-ranked issues, component scores (0-100), 30K-mile cost projection, failure timeline by mileage, recall details with seller scripts, owner sentiment analysis, mechanic checklist, buyer lot checklist, negotiation ammo with dollar figures, and a buy/skip verdict.
How is this different from free NHTSA data?
NHTSA gives you raw complaint text. BumperScan cross-references 2.1M+ complaints with community repair cost data, EPA fuel data, and recall records — then uses AI to synthesize it into actionable advice with dollar figures.
How is this different from Carfax?
Carfax is VIN-specific history ($45/report). BumperScan is model-level reliability intelligence — what problems this car is known for, what they cost, and whether you should buy it. Complementary, not competing.
What if the report isn’t useful?
100% money-back guarantee. If the report doesn’t help you make a more informed decision, we’ll refund you — no questions asked.
RaccoonEagleRoverCat

Get the Full 2023 Blue Bird Vision School Bus Report

10 sections of AI analysis based on 1 owner reports. Know before you buy.

Get Full Report — From $1.20Money-back guarantee
Instant delivery|One-time purchase|No hidden fees