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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 storeOpen your store
2

Open the data source list

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

Choose Shopify

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

Approve access in Shopify

You’re taken to Shopify to approve access, then brought straight back. The whole connection happens in this tab.
5

Confirm setup has started

Shopify now shows Awaiting first data while SourceMedium sets up your pipeline.Confirm setup has startedConfirm setup has started