How do you set a creator marketing budget that isn't a guess? This guide covers allocation frameworks, per-channel benchmarks, testing budgets, and how to use attribution data to scale spend with confidence.
Most creator-driven conversions never touch a tracked link. They come from branded search, direct navigation, and word of mouth. Here's how to measure the full impact of creator campaigns, including the part your analytics tool can't see.
Which attribution model fits creator advertising? First-touch, last-touch, and linear all give different answers. Here's how to choose, and why most creator advertisers should use last-touch with a long window.
Even the best podcast and YouTube sponsorships see ROAS decline over time. Here's how to identify creator ad fatigue early, what causes it, and how to manage it across your portfolio.
Downloads, impressions, and even ROAS can be misleading when evaluating creator partnerships. Here are the metrics that predict whether a creator relationship is worth continuing.
CAC benchmarks for podcast, YouTube, and newsletter creator ads by product category. Plus: how to calculate CAC accurately when attribution is incomplete.
The e-commerce brands winning at creator advertising share a common set of practices: offer structure, creator selection, attribution setup, and a scaling playbook. Here's how they do it.
ROAS for creator campaigns is more nuanced than paid social. Attribution gaps, delayed conversions, and halo effects all distort the number. Here's how to calculate it accurately.
Most brands evaluate creator ads on first-purchase ROAS alone. Here's why LTV:CAC is the more important metric and how to calculate it when you have incomplete attribution data.
Influencer attribution is harder than social media platforms make it look. Here's a practical multi-signal approach that actually captures what creator campaigns drive.