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If you're going to scale user acquisition, it's pretty hard if not impossible to do it without rock-solid forecasting. In this episode of Growth Masterminds, host John Koetsier chats with Nathan Ceulemans, an exec at Kohort, about forecasting and predictive analytics. Nathan shares insights from his experience at Leanplum, SensorTower, and Kohort. We discuss how accurate forecasting can enhance scaling efforts for games and apps and talk about the importance of predicting retention and monetization and the challenges of integrating monetization natively. Real-world examples highlight how forecasting can lead to smarter spending and greater growth, like the success of Candy Crush. Tune in to understand the critical balance between retention and monetization, effective UA strategies, and the potential benefits of advanced forecasting methods. 00:00 Introduction to Growth Masterminds 01:03 The Importance of Forecasting in Scaling Games 01:32 Understanding User Acquisition and Financials 02:24 Forecasting Retention and Monetization 04:15 Challenges in User Acquisition and Scaling 07:31 The Role of Product Teams in Forecasting 13:17 Accuracy in Forecasting with Neural Networks 17:51 The Impact of Accurate Forecasting on Growth 22:35 Conclusion and Final Thoughts

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142 episódios

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Manage episode 453555818 series 3236021
Conteúdo fornecido por Singular. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Singular ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.

If you're going to scale user acquisition, it's pretty hard if not impossible to do it without rock-solid forecasting. In this episode of Growth Masterminds, host John Koetsier chats with Nathan Ceulemans, an exec at Kohort, about forecasting and predictive analytics. Nathan shares insights from his experience at Leanplum, SensorTower, and Kohort. We discuss how accurate forecasting can enhance scaling efforts for games and apps and talk about the importance of predicting retention and monetization and the challenges of integrating monetization natively. Real-world examples highlight how forecasting can lead to smarter spending and greater growth, like the success of Candy Crush. Tune in to understand the critical balance between retention and monetization, effective UA strategies, and the potential benefits of advanced forecasting methods. 00:00 Introduction to Growth Masterminds 01:03 The Importance of Forecasting in Scaling Games 01:32 Understanding User Acquisition and Financials 02:24 Forecasting Retention and Monetization 04:15 Challenges in User Acquisition and Scaling 07:31 The Role of Product Teams in Forecasting 13:17 Accuracy in Forecasting with Neural Networks 17:51 The Impact of Accurate Forecasting on Growth 22:35 Conclusion and Final Thoughts

  continue reading

142 episódios

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