Official Recalls
Critical safety issues identified by manufacturers and NHTSA.
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Sapientiae - AI Vehicle Safety & Recall Intelligence Platform
Behind every vehicle lies a story of data — recalls, complaints, and defect signals decoded for your safety decisions.
Built for buyers, owners, and fleet teams who need clear risk signals fast.
As seen in
Four Pillars of Vehicle Intelligence
Every data point tells a story. We gather them all to give you the complete picture.
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 algorithm flags potential issues before they become recalls.
How Sapientiae works
Ask a question in plain English. Get a safety intelligence report grounded in official regulatory data.
- 1Enter your vehicle make, model, and year — or describe the safety concern.
- 2Our AI agent queries 1.6M+ complaints, 472K+ recalls, and 5.2M+ service bulletins in seconds.
- 3Receive a triangulated report with defect signals, open recalls, and reliability insights you can act on.
Grounded in public safety data (NHTSA complaints, recalls, and manufacturer communications). AI-generated insights — verify critical details with official sources.
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.
Total Complaints
1,565,163
Communications Monitored
5,312,481
Avg Crash Rate
6.83%
Avg Fire Rate
3.90%
Top Manufacturers by Complaints
GM
Ford
Chrysler
Toyota
Honda
Key Takeaways
Over half of all consumer safety complaints originate from just three auto giants — GM, Ford, and Chrysler — revealing systemic quality issues. Tesla vehicles show the highest crash rate at 11.88%, far above the industry average.
Get Your Safety ReportExplore Brand Reliability
Dive deep into manufacturer-specific reliability data and safety insights.
BMW
Safety records, common issues, and defect patterns.
View Dashboard →Chevrolet
Reliability analysis including safety records and defect patterns.
View Dashboard →Ford
Reliability analysis including safety records and defect patterns.
View Dashboard →GMC
Reliability analysis including safety records and defect patterns.
View Dashboard →Harley-Davidson
Reliability analysis including safety records and defect patterns.
View Dashboard →Tesla
High crash rate analysis and safety records deep dive.
View Dashboard →Toyota
Reliability analysis including safety records and defect patterns.
View Dashboard →
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Grounded in NHTSA complaints, recalls & manufacturer communications. ⌘K to focus
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Model 3 Insights
CR-V Recalls
Camry Reliability
Safety Ratings
Featured coverage
Read the coverage behind the founder story and why this platform exists.
See It In Action
Real vehicles, real regulatory data. The sample below walks through a documented pattern: how fused complaint, TSB, and recall data helped surface powered rear seat risk on the 2026 Hyundai Palisade—isolating dozens of related complaints, comparing them to manufacturer bulletins, and raising a defect signal ahead of later official action.
Real use case
At scale, the approach drew on tens of thousands of complaints and TSBs—for example 65,816 complaints and 32,241 TSBs in the referenced analysis—then isolated 42 complaints specific to powered rear seat mechanisms, noted the gap in matching TSB coverage, and issued a Defect Signal Score warning for that subsystem. Open the 2026 Palisade tab for the full sample narrative, or switch to other vehicles for additional report styles.
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Our origin
Why Sapientiae.io exists
Sapientiae.io was built after our founder, Nyree Hinton, discovered his Tesla was accumulating mileage faster than he was driving — and his warranty was denied.
We exist to put the power of NHTSA data back into the hands of owners, buyers, and fleets — so you can spot defect patterns early and hold manufacturers accountable.
Read the full storyTrusted by vehicle owners & fleet managers
"Found 3 open recalls on my used Tesla before purchase. The complaint breakdown was more detailed than anything I found on NHTSA's own site."
— Tesla Model 3 owner, Austin TX"The TSB analysis surfaced a known transmission issue on our fleet vehicles that the dealer never mentioned. Saved us a costly repair surprise."
— Fleet manager, logistics company"I asked about the F-150 brake complaints and got a full breakdown by component and model year in seconds. Genuinely impressive."
— Ford F-150 owner, Chicago ILFrequently asked questions
Quick answers about vehicle safety intelligence on Sapientiae.
Sapientiae uses AI to analyze 1.6M+ consumer complaints, 472K+ official NHTSA recalls, and 5.2M+ technical service bulletins to detect defect patterns for any make and model.
Yes. Create a free account to start querying — no credit card required.
Type your vehicle make, model, and year into the Vehicle Intelligence Agent chat.
All makes and models tracked in the NHTSA database — Tesla, Ford, Toyota, Honda, and thousands more.
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What's included
| Feature | Free | Pro |
|---|---|---|
| AI vehicle queries | Limited | Unlimited |
| NHTSA recall lookup | ✓ | ✓ |
| Consumer complaint analysis | — | ✓ |
| Triangulated Safety Risk Reports | — | ✓ |
| Reliability & Analytics Dashboards | — | ✓ |
| Deep Text Analysis Reports | — | ✓ |
Most Popular
Sapientiae Pro
$
9
.99
/month
- Safety Explorer - Full Access
- Vehicle Intelligence Search
- Component Intelligence Dashboard
- Triangulated Safety Risk Reports
- Reliability Dashboards
- Automotive Analytics Dashboards
- Deep Text Analysis Reports
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