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Installing a Bubble app on a Shopify store

Hey Bubblers,
I’ve built a Budget tracker app on Bubble and it’s working fine as such.

Now, when I create a Custom Shopify app for this Bubble App, generate an Install link for my Shopify store and open the link, it takes me directly to the Bubble App instead of prompting me with an Install app screen.

Due to this, I’ve not been able to integrate the app with Shopify store. I’m guessing there is some issue with OAuth, does anyone know how to make this work?