A data-driven checklist for buying a used Ford F-150 focuses on key factors like mileage, service history, engine condition, and overall wear. Inspect the engine for leaks or unusual sounds, check the frame and body for rust or damage, and ensure smooth transmission and braking during a test drive. Verified maintenance records and a clean vehicle history report are strong indicators of reliability, helping buyers avoid costly repairs and negotiate a fair price.