Why Your Meta Engagement Campaign Is Attracting Fake-Looking Accounts (And What to Do About It)

You targeted by job title, field of study, and industry. You set the objective to engagement. And now your notifications are full of accounts with no profile pictures, no posts, and no connection to your actual customer. This isn't a glitch — it's exactly how Meta's engagement objective is designed to work. When you optimize for engagement, Meta finds the cheapest engagements available, and those aren't always coming from real prospects. This post breaks down why it happens, what it's quietly doing to your retargeting audiences and creative feedback loop, and how to structure your campaigns so the algorithm is working toward outcomes that actually matter to your business.