Almost every inventory problem I've seen past a single warehouse comes down to the same thing: two systems both think they own the stock number.
Shopify believes it knows the count. The 3PL believes it knows the count. An app syncs one to the other on a schedule. Somewhere a marketplace channel writes its own value. Nobody documented which one wins, so they overwrite each other in a loop, and the visible symptom is overselling, phantom stock, or counts that drift a little further out every week.
Before connecting anything, decide which system is the source of truth. Everything else follows from that decision, and skipping it is why so many integrations that "worked in testing" fail in production.
The other thing worth saying plainly: Shopify's native inventory is genuinely fine for a single location with a clean catalog. Stores buy inventory apps they don't need because something feels wrong, when the actual problem is bad SKU data or a count that was never physically verified. Fix the fundamentals before buying a system.
If you're actively dealing with counts that don't match, start with the diagnostic in Shopify inventory not syncing. This article is about how the setup should work so those problems stop recurring.




