The Lab

Products under the microscope.

Every two weeks, we take a real AI product into the Lab: stress-test the UX, inspect the AI layer, trace the user journey, and show how we’d rebuild it for sharper execution, stronger retention, and cleaner product strategy.

Latest teardowns

Nominate a product to tear down.

Tell us which AI product you'd like us to rebuild next. We read every one.