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Automotive data intelligence visualization

Automotive Analytics

Research-grade recall, complaint, safety, and market infographics.

900M+

Vehicle Records

60K+

Safety Recalls

150+

Makes & Brands

100+

Data Points / VIN

99%

NHTSA Uptime

<8s

Avg. Search

All-New Insights

Convert raw data into comprehensive visualizations.

Recall & Complaint Analytics

Model-year Pareto and timeline charts surface problematic components and the strongest model years — across any make, model, or VIN.

Market Listings & Pricing

Live dealer listings, price history, and similar-vehicle benchmarks put a defensible market value on every vehicle you evaluate. (Coming soon)

Service History & Cost Modeling

Import service records and vehicle history to track operating expenses, project total cost of ownership, and calculate cost per mile.

Side-by-Side Comparison

Compare any two vehicles across specifications, recalls, complaints, safety, and market data on fully synchronized chart axes.

Import & Export Data

Import or export complete reports and datasets for client deliverables, deal documentation, and business integration.

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Your saved searches, notes, and comparisons stay private to your account.

Instant Access

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Case Study

2012 FORD F-150 RAPTOR SVT

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Report
Practical Example
2012 Ford F-150 Raptor SVT

Mileage

191,250

Cost / Mile

$0.43

Miles / Year

13,564

Total Cost

$81,481.66

4

Total Recalls

1717

Complaints

The 2012 Ford F-150 Raptor SVT is a purpose-built off-road powerhouse equipped with a 411-hp 6.2L V8 and Fox Racing suspension. While highly praised for its rugged durability, prospective buyers should carefully review service records for powertrain and steering maintenance. The Gen-1 Ford Raptor holds its value well, but all used vehicles require thorough inspection. Buyers should expect premium maintenance costs, but the truck's off-road capability and collector appeal make it an attractive investment.

AutoIntel.Info

Recall Pareto Analysis

2 Components causing 80% of recalls: POWER TRAIN, AIR BAGS*
* Less than 30 data points, 80/20 analysis may be unreliable.
POWER TRAINAIR BAGS01234Count
All recalls are safety issues and must be addressed.
AutoIntel.Info

Recalls Over Time

3 years of data • Average: 2 per year (Decreasing)
20122016201901234Count
All recalls are safety issues and must be addressed.
AutoIntel.Info

Complaint Pareto Analysis

6 Components causing 80% of complaints: POWER TRAIN, ENGINE, STEERING, SERVICE BRAKES, ELECTRICAL SYSTEM, VISIBILITY
Orange bars highlight the vital few components responsible for ~80% of complaints.
POWER TRAINENGINESTEERINGSERVICE BRAKESELECTRICAL SYSTEMVISIBILITYVEHICLE SPEED CO…0200400600800Count
Complaints could be safety issues and may need to be addressed.
AutoIntel.Info

Complaints Over Time

14 years of data • Average: 123 per year (Decreasing)

20122013201420152016201720182019202020212022202320242025060120180240Count
Complaints could be safety issues and may need to be addressed.
AutoIntel.Info

Recalls & Complaints by Component

Top recall: "POWER TRAIN" (3). Top complaint: "POWER TRAIN" (617). Top 6 of 22 components account for ~80% of issues.
POWER TRAINAIR BAGSENGINESTEERINGSERVICE BRAKESELECTRICAL SYSTEMVISIBILITYVEHICLE SPEED CO…01234Recalls0200400600800Complaints
All recalls are safety issues and must be addressed. Complaints could be safety issues and may need to be addressed.
AutoIntel.Info
Cost per Mile ($/Mile)
  
060k120k180k240kMiles$0.00$3.00$6.00$9.00$12.0049,071 mi$0.43/mi$1/mi
AutoIntel.Info
Total Cost
060k120k180k240kMiles$0$30k$60k$90k$120k$81,481.66
AutoIntel.Info
Miles over Time
Avg: 13,473 mi/yr
Jan 12Jan 13Jan 14Jan 15Jan 16Jan 17Jan 18Jan 19Jan 20Jan 21Jan 22Jan 23Jan 24Jan 25Jan 26Jan 27050k100k150k200k191,250 mi1
1Owner 1 · Personal · Aug 15, 2012 – Sep 14, 2026 · 14.1 yrs