Measuring marketing performance is a challenge in any channel, but the affiliate channel presents a unique set of complexities. Unlike paid search, social, display, or email-where impression tracking, attribution models, and A/B testing are well-established-affiliate marketing operates under different mechanics. This makes it harder to fit into standard measurement frameworks and explain its value within the broader marketing mix.