Sign-in rates can be measured before & after Status by querying Customers in Shopify.
Update number of orders to see sign-in rate by purchase frequency
Querying for sign-in rate BEFORE Status:
How many first-time customers placed an order in the last 90 days?
last_order_date >= -90d and number_of_orders = 1
e.g. 10,000
Of those first-time customers, how many created an account:
last_order_date >= -90d and number_of_orders = 1 and customer_account_status = 'ENABLED'
e.g. 1,000
First-time customer sign-in rate = 10%
Querying for sign-in rate AFTER Status:
How many first-time customers placed an order in the last 7 days?
last_order_date >= -7d and number_of_orders = 1
e.g. 1,000
Of those first-time customers, how many created an account:
last_order_date >= -7d and number_of_orders = 1 and tagged_with = #statuscustomer
e.g. 300
First-time customer sign-in rate = 30%
To calculate sign-in rate before Status, we query first-time customers with “account enabled” in a time period.
Pulling this data before launching Status is key, because Shopify does not track when an account was created — meaning if you query for “account enabled” after launching Status, you will see a combination of accounts created before Status and accounts created after Status.