To optimize CPV, you should measure it alongside other metrics like CPM, CPI, and CPCV for a comprehensive campaign analysis. Aim for a good CPV range for your industry, and work to optimize campaigns through improved ad targeting, landing pages, and video quality to increase engagement and performance.