How much data is required to power a lead-scoring model? How many attributes typically drive predictions that are reliable enough to be accurate and actionable? The reality is that once you understand how lead scoring differs from purely predictive modeling in the sense of AI and ML, you can start wrapping your head around how to tackle it. And once you do that, it becomes apparent that you don't need that much data; you just need the correct data.