DATA USAGE
How We Use
Data.
Data.
A transparent look at the data that powers VIP Scores and how we handle it responsibly. This overview is not legal advice.
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TransparentResponsible data use
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The Data Behind a Score
VIP Scores combine several categories of data into one result.
Public & Authoritative Sources
We use data from trusted sources such as government safety agencies and industry datasets.
Listing Information
When you provide a listing URL, we analyze its public details, photos, and description.
AI Analysis
Our models interpret this data to identify strengths, risks, and points of interest.
Aggregated Insights
We may use aggregated, de-identified information to improve scoring accuracy over time.
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Our Data Principles
Purpose-Limited
We use data to generate scores and improve the platform, not to profile you.
No Selling
We do not sell your personal data to third parties.
Independence
No source or seller can pay to influence the data used in a score.
Accuracy Efforts
We favor reliable, current sources and account for uncertainty where data is incomplete.
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Want to Know More?
We believe you should understand where your insights come from.
If you have questions about our data practices, reach out through our contact page.
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This overview is provided for clarity and does not constitute legal advice. A full policy may be provided as the platform grows.
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
âš Recall RiskOpen recalls & alerts
📊AI Condition CheckVisual & description analysis