SCORING FACTORS
What Goes Into a
VIP Score.
VIP Score.
A VIP Score is not a single number pulled from thin air. It is the weighted result of the factors that most affect whether a vehicle is safe, reliable, and worth the money.
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Data-DrivenMillions of data points per score
The Core Scoring Factors
Each vehicle is evaluated across these key dimensions.
🛡SafetyNHTSA and IIHS crash test results, driver-assist features, and structural ratings.
🔧ReliabilityHistorical dependability, common failure points, and long-term ownership data.
⚠Recall & RiskOpen recalls, known defects, and safety campaigns tied to the vehicle.
⛽EfficiencyEPA fuel economy estimates and real-world operating cost expectations.
💵Market & ValuePricing trends, depreciation, and how the listing compares to the market.
📷ConditionAI analysis of listing photos and descriptions to flag visible concerns.
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How the Factors Are Weighted
Not every factor counts equally.
Safety and reliability carry the most weight because they have the biggest impact on your long-term experience and cost of ownership.
Value and efficiency refine the score, helping you understand whether a vehicle is a smart buy at its price.
The weighting is fixed and applied identically to every vehicle, so scores are always comparable.
- Safety FirstCrash protection and safety tech lead the score.
- Reliability NextDependability data keeps expectations realistic.
- Value RefinesPrice and market context sharpen the picture.
- Condition AdjustsAI review of the specific listing fine-tunes it.
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Understanding Your Score Range
A VIP Score runs from 0 to 100. Here is what the ranges generally mean.
90–100 · Excellent
Among the best in its class. Strong safety, proven reliability, and clean risk profile.
75–89 · Very Good
A smart, dependable choice with only minor considerations.
60–74 · Good
A solid option, though worth reviewing the flagged factors before buying.
Below 60 · Proceed With Caution
Notable risks or concerns. Read the details carefully and inspect thoroughly.
Every VIP Score is backed by millions of data points and AI analysis.
🛡Safety RatingsNHTSA crash test data
🔧Reliability IndexHistorical reliability data
⛽Fuel EconomyEPA efficiency estimates
⚠Recall RiskOpen recalls & alerts
📊AI Condition CheckVisual & description analysis