To prevent adhesive vinyl from peeling, clean the surface before applying the vinyl, use a squeegee to press it firmly, avoid extreme temperatures and moisture, use a heat gun to reactivate the adhesive if needed, and apply a clear coat sealant or laminate for added protection.