It started with a graph.

Our signup numbers were climbing every week. The team was excited—growth was happening. But something felt off. A lot of those "users" never came back. Their email addresses looked strange. And our activation rate was quietly dropping.

One Friday afternoon, I decided to dig into the data.

What I found was not growth. It was noise.

The Diagnosis