When you dig into attribution, you realize how tough it is. So I asked a friend for help... - Matt Bahr's Fairing analyzed 20 million post-purchase surveys and found the attribution mistakes most Shopify brands make. - Turns out we're missing tons of hidden channels like AppLovin and CTV. - He breaks down which survey questions actually work and how to cut Meta dependency. Link in comments

Kurt Elster, matt bahr's survey data is pretty eye-opening tbh. those overlooked channels like applovin could be game changers for brands stuck in the meta bubble.

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Attribution is a tricky concept, and Matt Bahr's insights are spot on! It's eye-opening to see how often brands miss hidden channels like AppLovin and CTV. Excited to dive into the breakdown of Survey questions and reducing meta dependency!

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Thanks for sharing such valuable insights on attribution.

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Thanks again for having me on!! A ton of fun diving into this with you.

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Attribution blind spots are real! Thanks for sharing Matt's insights. 📊

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