MAI ‑ Marketing AI Agents

April 24, 2026

I don’t see MAI as replacing our internal models, but it’s a strong external perspective. When both point in the same direction, we move faster. When they don’t, it forces better questions.

April 22, 2026

So far, the real value of MAI isn’t in the metrics themselves, but in how it guides decisions. It brings together signals from different channels and turns them into insights that are actually actionable. We’ve even started making it part of our weekly growth discussions.

April 21, 2026

As business owner, attribution has always felt like a black box. MAI makes it much more intuitive to understand what’s working and why. It doesn’t just show numbers, it helps you think through decisions. Still early for us, but the direction is very promising.