The Engagement Illusion

The Engagement Illusion: How Follow Trains, Engagement Pods, and Fake Engagement Undermine Influencer Marketing Value

If you've ever paid a creator based on their follower count or engagement rate, there's a good chance you paid for numbers that were manufactured.

This 24-page report breaks down exactly how it happens: follow trains, engagement pods, self-inflation, purchased views, the like-hiding tactic, and why the pricing models most brands rely on are structurally broken. More importantly, it tells you what to do instead.

Written by Courtney Canfield, an influencer marketing strategist with 14 years of experience managing seven-figure creator budgets for brands including L'Oréal, Hilton, Walmart, and The History Channel. Based on firsthand creator interviews, documented examples, and verified sources.