How Shopify merchants use data, analytics, and AI tools to understand customers, optimize stores, and drive more predictable ecommerce growth.
4 articles
Shopify
You had a good month. Shopify says $50,000 in sales, up 10% from last quarter. So you increase your ad budget, reorder your best seller, and plan a promotion. Next month the top line looks even better, but your bank balance tells a different story. Shipping costs spiked, returns
Analytics
Most analytics listicles recommend tools built for teams with a dedicated analyst or a full-time data person. That's not helpful if you're running a five-person ecommerce operation and need answers between shipping orders and updating ad campaigns. The tools below were filtered for one
Shopify
Shopify's built-in analytics covers yesterday's orders and basic sales breakdowns. It does not track ad spend across platforms, cost of goods, or inventory forecasting, and its last-click attribution model credits only the final click before purchase, ignoring the rest of the customer journey. For
Analytics
Today, we're launching native Shopify connections in AnalysisGPT. Merchants can now connect their Shopify store directly and start asking questions about their business in plain English. No exports, no spreadsheets, no data engineering required. Your Store Data, Answering Back in Real Time Running a Shopify store means sitting