Episode October 27, 2026 12 min 7s

The Influencer Marketing Math That Made Cal AI Profitable

From App Marketing by App Masters Steve Young

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/