Every return, fake order, and cancelled COD teaches Meta's algorithm to find more low-quality customers. It's a feedback loop that tanks your ROAS over time. HypaPixel fixes this with smart conversion signals via Meta CAPI. We weight conversion values based on actual delivery likelihood, payment method, customer history, geography, so Meta optimizes for buyers who keep their orders.
Hey PH 👋,
Your returns are training Meta to find worse customers. Every Return Order, fake order, and RTO teaches the algorithm what "valuable" looks like. Spoiler: it's learning the wrong thing.
HypaPixel uses AI to fix this. We sit between Shopify and Meta, analyze every order in real time, and send only clean conversion signals. Meta learns from your best customers, not your worst.
Result: lower RTOs, better ROAS, ads that actually scale.
Currently live on Shopify. Would love your thoughts, especially if you're in D2C or ecommerce!
Supamail AI