For an AI product, which margin leak would you investigate first?

Most AI products have three separate dashboards:

• analytics tells you who arrived

• billing tells you who paid

• model providers tell you what tokens cost

None of them answers the operating question: did this growth actually create margin?

I’m launching Grow or Die today because I wanted one shared equation:

Revenue / visitor − AI cost / visitor = profit / visitor

Before the launch goes live, I’d love one specific answer from other makers:

If your dashboard surfaced one profit leak, where would you investigate first?

1. Customer

2. Feature

3. Model

And what evidence would make you trust that answer enough to act on it?

I’ll be here comparing the answers and sharing what I learn after the launch.

3 views