Where do you draw the line on personalization before volume starts to break?

Personalization should earn the next read, not become a research project. What signals have actually changed reply quality in your market? Share the data point or line that has held up after real volume.

The best answers tend to be specific: what you noticed, why it mattered to the prospect, and how it connected to a real outcome.