Behind every vehicle lies a story of data. We decode the signals, patterns, and anomalies that matter most to your safety and decisions.
Driving Transparency Forward
Four Pillars of Vehicle Intelligence
Every data point tells a story. We gather them all to give you the complete picture.
Official Recalls
Critical safety issues identified by manufacturers and NHTSA.
Consumer Complaints
Real-world problems reported directly by vehicle owners.
Service Bulletins
Known issues and repair guides sent from manufacturers to dealers.
Defect Signal Score
Our proprietary algorithm that flags potential issues before they become recalls.
Industry Safety Insights
Our platform processes more than 1.5 million consumer complaints across 1,507 manufacturers to reveal patterns in crashes, fires and injuries. Use these insights to make informed decisions about your next vehicle.
Total Complaints Analyzed
0
Total Communications Monitored
0
Average Crash Rate (%)
0
Average Fire Rate (%)
0
Top Manufacturers by Complaints
Crash vs Fire Rate (High‑Risk Manufacturers)
Complaint Volume Distribution
Key Takeaways
Over half of all consumer safety complaints originate from just three auto giants—General Motors, Ford and Chevrolet—revealing systemic quality issues. Meanwhile, 92% of manufacturers have fewer than 100 complaints, underscoring the gulf between big players and the long tail. Tesla's vehicles show the highest crash rate at 11.88%, far above the industry average of 6.83%. Harley‑Davidson also exceed 10% crash rates. Use these insights to avoid high‑risk models and choose safer rides.
Get Your Personalized Safety ReportIntelligence, Simplified
Complex data becomes clear insights. Watch your vehicle's story unfold.
Your Vehicle's Safety, Simplified.
No more digging through technical documents. We distill everything into a single, easy-to-understand report card. See an overall safety grade, key statistics, and our proprietary "Areas to Watch" so you know exactly where the potential risks lie.
See a Sample ReportVehicle Safety Report
2022 Tesla Model Y
Overall Grade
B-
5
Recalls
152
Complaints
12
Bulletins
Areas to Watch (High Defect Signal)
Front Suspension
HIGH RISKHeat Pump / HVAC
MODERATEPhantom Braking
MODERATEOur Origin
Why does Sapientiae.io exist? Because it had to.
Our founder, Nyree Hinton, experienced firsthand how frustrating it is to be denied a valid warranty claim due to questionable data. After discovering his Tesla was accumulating mileage faster than he was driving—and seeing his warranty voided as a result—he took action.
He sued, but he also realized that individual consumers are at a massive disadvantage. Sapientiae.io was built to change that. We exist to put the power of data back into the hands of owners, giving you the tools to hold manufacturers accountable.
Read the Full Story
Advanced Tools for Professionals
For law firms, researchers, journalists, and fleet managers who need to go deeper. Unlock powerful analytics and stay ahead of emerging issues.
Cross-Vehicle Comparison
Compare defect signals for the same component across different models and manufacturers.
Fleet-Wide Analysis
Upload a list of VINs to get a consolidated risk report for your entire fleet.
Real-Time Alerts
Get notified when a defect signal for a vehicle you're tracking crosses a critical threshold.
Get in Touch
Have questions about vehicle safety data? Need professional insights? Contact our team for personalized assistance.
Contact Information
Explore Brand Reliability
Dive deep into manufacturer-specific reliability data and safety insights.