GTM Sauce

Lose It! · B2C · calorie tracking app

Offer a deep premium discount to users on a 30-day logging streak

A/B test win; big efficiency gain on a small group

Workedpricingexperimentation

What they did

Growth and data science jointly look for leverage points that predict conversion, from spreadsheet analyses to ML models. A model flagged users on a 30-day streak; growth designed a 'streak sale' offering a very discounted premium to that cohort and A/B tested it.

What happened

Massively improved the efficiency of that cohort, but the cohort is small so revenue impact is modest.
36:29
“Like for instance, we offer streak sales. So when users are on like a 30-day streak, which isn't a big cohort, we call them efficiency plays”
Paul Apollo
37:16
“Growth came up with an experiment to see if we could hit that, and we ran an A/B test, and it worked. We're not going to retire on that money, because it's a small cohort.”
Paul Apollo

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