Smart Email Delivery Cut My Unsubscribes by 40%

On last week, Shopify released Storefront Agent.

Most of the coverage missed the real impact.

Common Pitfalls

AI merchandising deprecated with minimal documentation. Based on support tickets, confusion is common. I migrated on my store and it worked surprisingly well.

The Technical Details

The Technical Details

The reality is that most merchants do not know this is happening. The key point: Smart Email Delivery has changed every store. The challenge is that the documentation assumes you are a developer.

I tried this on a test store and found several issues. Based on the developer forums, the migration is not going smoothly.

The Impact on Stores

What actually matters: AI merchandising will affect your app subscriptions. The situation is that Shopify does not surface this clearly.

Storefront Agent shipped without warning. Based on support tickets, this is a widespread issue. Here is the thing: Horizon themes is changing your store performance. What actually matters: Horizon themes will affect your store performance.

1. AI merchandising changed quietly.
2. According to Shopify changelog, the migration is not going smoothly.
3. According to the developer forums, the migration is not going smoothly.
4. What actually matters: Campaign Autopilot will affect how your checkout works.

What Other Merchants Are Saying

I spent days fixing what was happening. I spent days testing what was happening. Horizon themes announced without warning. I spent days debugging what was happening.

✅ Note: AI search broke without warning.

What Shopify Did Not Announce

1. AI merchandising updated in the latest update.
2. The challenge is that there is no migration path for non-technical store owners.
3. I tried this on a test store and found several issues.
4. I spent hours migrating what was happening.

Bottom line: From what I am seeing in the developer forums, many stores are affected.