Stay informed with the latest trends in retail analytics, data-driven strategies, and insights from the Chapters Data team.
One dispensary had strong new customer acquisition but only a 38% second-purchase rate. Here's how customer segmentation — using POS data they already owned — drove a 28% lift in repeat revenue over 12 months, with no new software required.
Cash flow kills more profitable businesses than bad products do. This guide covers the 13-week forecast method, cash acceleration strategies, and how to build a reserve system before you desperately need one.
Most small businesses run 4-7 marketing channels and can't reliably tell which ones are working. Here's how to build a practical attribution system — UTM tags, POS source tracking, and a quarterly review process — without enterprise software.
Most loyalty programs reward customers who were already coming back. Here's how to build a data-driven loyalty program that actually changes behavior, improves retention, and grows customer lifetime value.
Every software vendor claims to be "AI-powered" now. But for a business with 10-50 employees, which AI applications actually deliver ROI — and which are still vaporware dressed up in marketing language? Here is our honest, research-backed assessment for 2026.
Most small businesses track revenue and call it a day. The ones that thrive in 2026 are tracking 15 specific metrics organized into three tiers: survival, growth, and optimization. Here's the framework and the benchmarks.
Predictive analytics sounds like something only Fortune 500 companies can afford. It is not. Here is a plain-language guide to three practical applications — demand forecasting, cash flow prediction, and churn prevention — that any data-generating business can use.
Most small businesses set prices once and forget them, leaving thousands of dollars in profit on the table. Here is how to use data to test price elasticity, categorize products by margin role, and build a pricing strategy that maximizes total profit, not just individual margins.
That inventory order based on a vendor's pitch. The new hire because they "felt right." The pricing change because a competitor moved first. Gut-feel decisions are costing your business over $100,000 a year, and most owners don't even know it.
Our team is ready to help you unlock insights from your retail data.
Get in Touch