Shopify Ad Attribution

Shopify ad attribution agent. Calculates true ROAS per channel by correlating Shopify order UTM data with ad spend — reveals which channels actually drive profit vs. which ones just get credit. Triggers: ad attribution, shopify attribution, roas by channel, true roas, marketing attribution, utm analysis, ad spend analysis, channel performance, meta attribution, google attribution, shopify ads

by @mguozhen·MIT-0