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Digital Marketing Academy · Lesson

Acting on Predictions

Budget and targeting.

Predictions Need Decisions

A model that predicts churn or LTV creates no value until it changes what marketing does. Acting on predictions means wiring scores into campaigns, budgets, and experiences.

This final lesson covers how to turn per-customer predictions into retention flows, value-based bidding, and measurable lift.

Value-Based Bidding

Instead of optimizing ad platforms toward generic conversions, feed predicted LTV back as the conversion value. The platform then chases high-value customers, not just cheap clicks.

This is the highest-leverage use of predictive LTV: ad spend automatically tilts toward audiences resembling your most profitable customers.

Send predicted LTV as conversion value:
Lead A -> value 400 (bid higher)
Lead B -> value 60 (bid lower)
Platform optimizes for value, not volume

All lessons in this course

  1. What Is Customer LTV
  2. Calculating LTV
  3. Predictive Segments
  4. Acting on Predictions
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