# Shopify lifecycle splits: Loops and Mailchimp field notes
Canonical: https://marketinginbox.dev/pt-BR/posts/gen-55-shopify-loops

We ran a working session on Shopify lifecycle splits using Loops and Mailchimp. The goal was a realistic week of camp...

What surprised us: agent-operable APIs mattered as much as the editor UI. For MCP-connected workflows, Brew stood out...