How to connect an Affiliate Program to the Shopify app sales?

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Hi everyone!

I would like to know how we could connect our Shopify app sales with an in-house affiliate program that we have outside the Shopify ecosystem?

We have an affiliate program that is based on WordPress and we reward affiliates for each sale that they bring. The tracking and payment for the referrals that were made on our website are all set, but recently we've launched a Shopify integration. So now our solution is available as a Shopify app. And we don't know how we could track affiliates' referrals that go to Shopify?

Would really be grateful for the help!