Magento stores, whether on open-source Magento or Adobe Commerce, tend to be larger and more customized than the average Shopify store, and their analytics needs reflect that. More SKUs, more…

BigCommerce has stronger native reporting than people expect, and a smaller ecosystem of third-party analytics tools than Shopify. That combination shapes the right stack. Use what BigCommerce gives you for…

WooCommerce brands get a raw deal in analytics coverage. Most of the polished e-commerce tools were built for Shopify first, and many never added WooCommerce at all. The good news…

Shopify’s built-in analytics are better than most operators give them credit for. The order and revenue data is the ground truth every other tool tries to match, and the reports…

Most product reports rank SKUs by revenue. That tells you what sold, not what is good for the business. A product can top the revenue chart while losing money after…

It is precise but generous. Google Ads usually captures the purchases that followed a Google ad click quite reliably, since search clicks are close to the sale and easy to…

Not as a measure of what Meta caused. Meta’s reported ROAS is an accurate count of the purchases Meta’s systems connected to your ads under Meta’s own rules. That is…

ROAS is a simple ratio, revenue divided by ad spend, and almost every way brands measure it is a little wrong. The spend side is usually fine. The revenue side…

BFCM produces more data in five days than most brands see in a month, and most of it gets used for one slide in December. That is a waste. Read…

Most marketing reports to leadership fail for the same reason. They show platform metrics, like Meta ROAS and Google conversions, to people who think in revenue, margin, and cash. The…