The Influencer Marketing Math That Made Cal AI Profitable

27/10/2026

App Marketing by App Masters

0:00

12:07

How much should you actually pay an influencer?

And more importantly, how do you make sure influencer marketing stays profitable when a video goes viral?

Jake from Cal AI breaks down the numbers behind their influencer marketing strategy, from negotiating cross-platform deals and setting base rates to structuring view-based bonuses and knowing when to stop paying for additional views.

We also dive into why you shouldn't blindly copy a $X CPM benchmark. Instead, Jake explains how to use RPM (revenue per thousand views) to determine what you can actually afford to pay.

And when a video takes off? That’s where things get really interesting.

Jake explains why Cal AI caps view bonuses around the 1M-view mark, why viral views become less valuable as content reaches a broader audience, and how the team tracks downloads and revenue when millions of influencer videos are circulating across social platforms.

You’ll discover:

✅ How Cal AI negotiates influencer rates and cross-platform posting

✅ How to structure a base rate & performance bonus

✅ The difference between paid ads, influencer marketing, and UGC

✅ Why you should focus on RPM instead of chasing a “good” CPM

✅ How to calculate whether your influencer campaigns can actually be profitable

✅ How Cal AI tracks downloads and performance from viral influencer content

✅ How to use early campaign data to build a repeatable influencer playbook

The big lesson:

Don't ask, “What CPM should I pay influencers?” Ask, “What can my business afford to pay based on the revenue those views generate?”

Jake's newsletter:

https://operatorsnotebook.beehiiv.com/