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You need the Editor role (or Admin) in your workspace for this. See Roles & permissions.
Watch the short narrated walkthrough, or follow the written steps and screenshots below.
1

Open your store

Start from your store page, where your data sources live.Open your store
2

Open the data source list

Connect a data source opens the list of sources available to connect.Open the data source list
3

Choose Shopify

Pick Shopify and enter your store’s domain.Choose Shopify
4

Approve access in Shopify

SourceMedium opens Shopify in a new window. Approve access there, and SourceMedium completes the connection.
5

Confirm it's connected

Shopify now shows Connected. SourceMedium is syncing your store.Confirm it's connected