Imagine every Shopify store as a vast, magical library. The librarian, our traditional recommendation engine, had to sift through enormous spreadsheets of numbers to figure out what a shopper might want next. Had they bought a blue shirt? Which products had they clicked on? What did other shoppers with similar histories buy? The system relied on patterns in past behaviour to make its next best guess. Making these predictions required complex mathematical models and multiple systems working toge

BFCM is the time when shoppers are already in a buying mindset.Brands can use this opportunity to make the shopping experience more relevant and valuable. During BFCM 2025, Shopify merchants generated $14.6 billion in global sales, up 27% from the previous year. More than 81 million customers purchased from Shopify-powered brands, while the average cart price stood at $114.70. For e-commerce brands, this creates a valuable window of high purchase intent.The question is what happens after shopp

Black Friday and Cyber Monday can turn a regular weekend into one of the busiest periods of the year for ecommerce brands. In 2025, Shopify merchants generated $14.6 billion in sales during BFCM, a 27% increase from the previous year. More than 94,900 merchants also recorded their highest-selling day ever on Shopify. For a D2C brand, these numbers come with a less glamorous reality: when demand rises sharply, small gaps in your store can become very expensive problems. A slow product page, an

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