October 2026
Beginner
248 pages
7h 10m
English
A senior marketing manager at a mid-size consumer brand had the data to prove her team’s email personalization initiative was working. Total clicks were up 34 percent. Click-through rates had doubled. Customer journey analytics showed clear progression from awareness to consideration to purchase. Her attribution modeling suggested the program was generating significant incremental revenue. She walked into the quarterly business review confident that the numbers would speak for themselves.
They did not.
The CFO glanced at her slides and asked a single question that derailed the entire presentation. He wanted ...
Read now
Unlock full access