Level: Advanced
Bidding based on immediate conversion value alone can undervalue customers who are cheap to acquire but exceptionally valuable over time, or overvalue customers who convert once and never return.
Segment Predicted LTV, Not Just Conversion Probability
Some platforms support bidding informed by predicted lifetime value, letting you bid more aggressively for audiences likely to become high-value, repeat customers.
Feed Real Historical LTV Data Into the Model
The quality of an LTV-informed bidding strategy depends heavily on the quality and volume of historical customer value data feeding it.
Balance Short-Term CPA Targets Against Long-Term Value Goals
A strategy purely optimized for lowest immediate CPA can systematically deprioritize the audiences actually worth the most to your business over time.
Next step: Use the Sales Letter Writer to recognize that even an LTV-informed bid still needs strong creative to convert the audience it's targeting — better bidding gets you in front of the right people, but persuasive copy is still what closes them.