How does Dr.Vin assess vehicle condition?
Dr.Vin uses computer vision AI to analyze photos you upload. It examines paint condition, body panels, tires, interior surfaces, glass, and visible undercarriage indicators. The AI identifies specific issues like scratches, dents, paint defects, tire wear, and accident indicators, then generates a 0-100 condition score with component-level grades.
How accurate is the assessment?
Dr.Vin's assessment accuracy depends on the quality and coverage of uploaded photos. Well-lit, high-resolution photos from multiple angles produce the most reliable results. Every finding includes a confidence indicator reflecting the AI's certainty level. Dr.Vin is a photo-based screening tool that helps you decide if a car is worth inspecting in person - not a replacement for a mechanic.
What does the 0-100 condition score mean?
Dr.Vin's condition score reflects overall visible condition across all analyzed photos. Scores of 90-100 indicate excellent condition with minimal wear. Scores of 70-89 represent good condition with minor issues. Scores of 50-69 indicate fair condition with notable wear. Below 50 signals significant visible concerns. Each score breaks down into six component grades: paint, body, tires, interior, glass, and undercarriage.
Is Dr.Vin a replacement for a pre-purchase inspection?
Dr.Vin is a photo-based screening tool and is not a substitute for a hands-on pre-purchase inspection by a qualified mechanic. Dr.Vin catches visual red flags like paint mismatches, body damage, tire wear, and interior issues. Mechanical condition, frame damage, engine health, and drivetrain problems require physical inspection. Use Dr.Vin to decide if a car is worth the trip.
How much does it cost?
Dr.Vin offers three tiers: a free quick check with overall condition grade and top 3 issue flags, a Buyer Report ($14.99) with full component grades, all findings with dollar impact estimates, and accident indicator analysis, and a Seller Condition Summary ($24.99) that adds a shareable report link and seller summary paragraph. No subscriptions - pay per report.
How is my data handled?
Dr.Vin encrypts and securely stores your photos to generate your report. You can delete your data anytime. Dr.Vin never sells or shares your photos with third parties. Assessment data may be used in aggregate to improve service quality, but no personal information is included in aggregate analysis. See the Privacy Policy at drvin.ai/privacy for full details.
What photos should I upload?
Dr.Vin produces the best results with photos from multiple angles. Ideal uploads include front and rear 3/4 views, both sides, close-ups of all four tires, dashboard, front seats, rear seats, and odometer. A minimum of 3-4 exterior photos from different angles is required. Facebook Marketplace listing photos and screenshots work well.
How are dollar impact estimates calculated?
Dr.Vin's dollar impact ranges are generated by a Monte Carlo pricing engine that simulates thousands of repair cost scenarios for each identified issue. The engine draws from publicly available industry repair cost data and average reconditioning benchmarks. Estimates represent typical value adjustments - actual costs may vary by location, vehicle make, and the extent of damage upon physical inspection.