Case Study: JOT Internet Media optimizes Google Ads bidding profitability with WhiteBox

A WhiteBox Case Study

Preview of the JOT Internet Media Case Study

JOT Internet Media optimizes millions of Google Ads campaigns with WhiteBox

JOT Internet Media, a leading platform for acquiring and monetizing web traffic, faced the challenge of optimizing bid values across millions of its Google Ads campaigns to ensure profitability. They partnered with WhiteBox to overcome this manual and inefficient process.

WhiteBox implemented a novel predictive algorithm using Spark, scikit-learn, and LightGBM to process historical campaign data. This solution, deployed on Google Cloud Platform with MLFlow and Docker, automatically identifies the optimal bid to maximize returns. WhiteBox's work revolutionized JOT's strategy, moving them from manual rules to intelligent, automated campaign management that accurately predicts profitability.


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