Ipsos X TikTok: Unravelling Creator Impact At Scale

For years, many creator decisions were guided by familiar shortcuts: follower count, category fit, and expected reach. But as the creator economy matures, these signals alone are no longer enough to explain impact.

In the Ipsos x TikTok study, we analyzed real creator performance across 42,579 collaborations, 2,790 creators, 20 advertiser sectors, and 122 product categories to understand where impact is truly created, what drives consistent performance, and how brands can plan more effectively across creators, platforms, and sizes.

The findings point to a clear shift in how brands should think about creator planning. Content can travel far beyond follower bases. Relevance can be built beyond native creator categories. Creator size matters most when matched to the campaign objective. Momentum can continue building beyond the active campaign window.

The study found that 80% of creator categories on TikTok peaked outside their expected sector, creator size alignment drove a +32% efficiency uplift, and post-boost engagement per follower increased by 2x.

This is not about replacing one planning shortcut with another. It is about helping brands understand where creator impact is really created, how it scales across platform environments, and why creativity, culture, and context matter more than ever.

Read the full Ipsos x TikTok study.