# Shopify lifecycle splits: Klaviyo vs beehiiv in practice
Canonical: https://campaignweigh.com/zh-Hans/posts/thread-145-shopify-lifecycle-splits-klaviyo

We ran a working session on Shopify lifecycle splits using Klaviyo and beehiiv. …

What surprised us: agent-operable APIs mattered as much as the editor UI. For MC…