Channel reports celebrate revenue that will not survive the month.
Return-adjusted cohorts and contribution by source and product.
Scope a data build TRIBAL / APPAREL / DECISION SYSTEM
Growth is easy to overstate when returns arrive three weeks late.
Apparel operators need acquisition, merchandising, inventory, and returns to resolve to the same version of profit.
Get your data readiness scoreQUESTIONS YOUR CURRENT STACK SHOULD ANSWER
- Which products acquire customers who come back?
- What is CAC after return-adjusted contribution?
- Where are stockouts hiding our best demand?
01 / WHERE GROWTH BREAKS
Your next million exposes every shortcut in the last one.
Best sellers are not always best customer starters.
First-product paths tied to repeat rate, margin, and category expansion.Lost demand disappears when a size or color sells out.
Availability-aware demand signals for planning and acquisition.TRIBAL BUILDS THE LAYER BETWEEN YOUR STACK AND YOUR DECISIONS.
Turn orders, returns, inventory, and media into one honest view of growth.
SOURCEMODELANSWERACTION
02 / REQUEST A DATA TEARDOWN
Let’s find the expensive unknowns.
Give us the question and a little context. We’ll route it to a human who can tell the difference between a dashboard problem and an infrastructure problem.
Prefer to self-assess first? Take the 3-minute diagnostic