By the Numbers is an all-in-one analytics and marketing automation platform built specifically for Shopify stores. It helps ecommerce businesses predict trends, segment customers, and optimize campaigns using advanced data insights. The platform offers over 50 reports covering lifetime value, product performance, retention, and advertising ROI. Its AI-powered tools include a weekly executive summary, conversational analytics, and predictive forecasting to guide strategic decisions. Advanced segmentation with 75+ filters allows users to create dynamic customer audiences based on real-time Shopify data, then sync them to marketing channels like Klaviyo, Meta, Google Ads, and TikTok for targeted campaigns. RFM (Recency, Frequency, Spend) loyalty reports identify high-value customers and churn risks, enabling proactive retention efforts. The tool is designed for ease of use, with one-click installation and no coding required, and scales from startups to enterprise brands. By the Numbers is trusted by over 2,000 brands and maintains a 5-star rating on the Shopify App Store.