Is it just me or is ecommerce basically data chaos ?

I’ve been helping a few brands recently and holy hell… the amount of data fragmentation is crazy.

Operators are juggling: Shopify metrics GA4 that never matches anything Paid ads dashboards Email metrics Inventory Returning customer numbers Attribution from 5 tools

No wonder decision making feels like gambling.

The biggest advantage isn’t more revenue. It’s clarity.