# About AI Pin Maker Badge Merch Strategist
Our team reviews merch strategy and catalog-planning workflows on AI Pin Maker. The lens is always commercial: would a creator actually be able to source, price, and sell what this guide produces, without burning their first production run on a SKU that does not move?
Our team focuses on three checkpoints:
- Sourcing fit: matching the AI-generated concept to a factory and process that can actually produce it at indie volumes.
- Launch sequencing: deciding what ships first, what stays as a pre-order, and what gets cut before a creator over-commits inventory.
- Catalog planning: structuring the shop so a new pin or badge reinforces the existing catalog instead of cannibalizing it.
Guides reviewed by our team have been read with a creator's launch calendar and unit economics in mind.