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I'm working on a headless Shopify implementation and need guidance on integrating marketing and analytics tools. I understand that traditional theme-based apps won't work directly in a headless environment and require custom integrations. SO I am looking for a way to integrate my marketing themes based app to headless store of shopify.

@nomanaslam1696 there is a guide specifically created for this use case, hope you’d find it helpful:

https://developers.klaviyo.com/en/docs/integrate_with_a_shopify_hydrogen_store