The choice between CPM, CPC, and CPA depends on campaign goals and data maturity. CPM suits awareness, CPC works for traffic and testing, and CPA is best for optimized conversions with strong tracking. CPA often becomes most profitable at scale, but many advertisers start with CPC or CPM before shifting to performance-based bidding.