A US-based digital marketing agency was burning budget on manual audience segmentation that treated different buyer profiles the same across retail, healthcare, and B2B verticals. KnackForge built a per-vertical ML scoring pipeline using XGBoost and SHAP, delivering high-probability prospect lists on demand.
ML-Driven Audience Optimization for Personalized Digital Campaigns
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