Live demo path

Run a studio scenario before you upload your own export.

These demo datasets mirror three common boutique studio problems: weak midday attendance, discount leakage, and new-member churn. Each one hits the same AI audit flow used inside the logged-in workspace.

Scenarios
Midday attendance drop Promo-heavy evenings New-member fadeout
The free first audit creates a persistent workspace. If you only want to preview the logic first, use the demo buttons below.
Create a workspace first
Weak midday attendance
Discount leakage
New-member churn risk