No matter what your end goal is, you should measure conversions. Conversions could be: email opt-ins, downloads, sales, etc.
The metrics that help you calculate...
Campaign engagement is the important metric that shows you how effective your influencer marketing campaign is.
The metrics that you should be measuring under campaign...