Technology – SaaS / E‑commerce Analytics

Marketing managers struggle to get accurate ad spend and revenue data across Shopify and Google platforms. They are 25‑34 and 35‑44 year‑old marketing managers focused on e‑commerce, using Shopify, Google Analytics, and ad platforms. Inaccurate, fragmented data makes it hard to measure true ROI of ad campaigns.

Shopify merchants struggle to understand sales and inventory data, hurting growth. Mostly 25‑44 year‑old e‑commerce owners in the US who run Shopify stores and discuss tactics on Reddit. They misinterpret sales and inventory metrics, leading to costly decisions.