GTM Sauce

Cal AI · B2C · AI calorie tracking app

Measure revenue per 1,000 views and keep what you pay creators below it

Unknowninfluenceranalytics-attribution

What they did

Ignore generic 'good CPM' benchmarks. For each influencer video, work out how much revenue it made relative to its views to get your RPM (revenue per thousand views, e.g. $5), then only pay creator rates that put your CPM under that number. Expect a lower affordable CPM than paid ads (no direct link, more friction), and lower still for UGC accounts with no audience trust. Apps with low order value and LTV (e.g. $30 / $50) can't match the CPMs that clothing or telehealth brands with far higher LTV pay.
8:38
“this is the key thing here is like the CPM doesn't matter. All that matters is that your CPM is lower than your RPM.”
Jake Castillo
9:42
“So I like I think the main thing people should take away is like, don't focus on like a set CPM, just figure out what your RPM is and make sure your CPM's always underneath that.”
Jake Castillo

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