Analytics
Sales per Square Foot: Benchmarks and How to Improve It
Sales per square foot in retail: benchmarks by category, drivers, and tactics to improve.
6 min readRead
Blog & Guides
In-depth articles, benchmarks and playbooks for retail, inventory, finance and supply chain teams.
Featured · 9 min read
Retail Shrinkage: How to Measure It and 10 Ways to Reduce It
Retail shrinkage explained for store teams. How to measure it, typical shrink rates by category, where the losses come from, and 10 tactics operators use to bring the number down.
Retail Operations Team · June 23, 2025
Store Technology
Retail ERP Selection: A Buyer’s Guide
Retail ERP selection guide: must-have modules, common pitfalls, and how to evaluate vendors.
6 min readRead
Inventory Management
Stock control, turnover, replenishment, safety stock and warehouse best practices for modern retailers.
Inventory Management
Inventory Turnover Explained: Formula, Benchmarks and How to Actually Move It
How retail operators actually work the turnover ratio. The formula, the cost-versus-sales trap, three what-if scenarios, category benchmarks, the seven levers that move turn, and the guardrails that keep higher turn from becoming lost sales.
12 min readRead
Inventory Management
Days Inventory Outstanding (DIO) Explained: The Cash-Focused View of Inventory
How buyers and finance actually work Days Inventory Outstanding. The formula, three what-if scenarios showing exactly how much cash a 10-day DIO improvement releases, category benchmarks, cash conversion cycle context, and the levers that shrink DIO on purpose.
12 min readRead
Inventory Management
Reorder Point Formula: The Operator's Guide to When to Reorder
How buyers and DC planners actually set reorder points. The formula, three what-if scenarios, service-level math by ABC class, continuous vs periodic review, and the four mistakes that turn a good ROP into a stockout machine.
12 min readRead
Retail Finance
Margins, markup, pricing strategy, profitability and financial KPIs for retail.
Retail Finance
Gross Margin Explained: The Retail Operator’s Guide to the Number That Runs the P&L
How buyers and finance actually work gross margin. The formula, three what-if scenarios, the margin-vs-markup translation, category benchmarks, GMROI, and the seven levers that move margin on purpose.
12 min readRead
Retail Finance
Markup Explained: The Retail Buyer’s Pricing Language
How retail buyers actually work markup. The formula, three what-if scenarios, category benchmarks, keystone pricing, the markup-to-margin translation, and the levers that keep markup honest against turnover.
11 min readRead
Retail Finance
GMROI Explained: The Cornerstone Profitability Metric for Retail Buyers
The most honest profitability metric in retail. How buyers and category managers actually use GMROI to make cross-category assortment, pricing and open-to-buy decisions.
12 min readRead
Retail Operations
Store operations, productivity, staffing and execution playbooks.
Retail Operations
Store Layout Fundamentals: A Retailer’s Guide
Store layout fundamentals: traffic flow patterns, fixture types, decompression zones, and how layout drives basket size.
7 min readRead
Retail Operations
Conversion Rate Optimization for Retail Stores
Practical conversion rate optimization for physical retail. Measurement, drivers, and tactics that lift conversion 2-5 points.
7 min readRead
Retail Operations
Shrinkage Reduction: 10 Tactics That Actually Work
Ten shrinkage reduction tactics for retail: anomaly detection, receiving discipline, store-level reporting and more.
7 min readRead
Supply Chain
Lead time, fill rate, OTIF, demand planning and supplier performance.
Supply Chain
Supply Chain KPI Guide: 12 Metrics That Matter for Retailers
A reference of the twelve supply chain metrics that actually drive availability, cost, and customer experience for retailers.
11 min readRead
Supply Chain
Lead-Time Reduction: 8 Strategies for Retail Supply Chains
Lead-time reduction strategies for retail: nearshoring, supplier collaboration, transit optimization and more.
7 min readRead
Supply Chain
Cross-Docking Explained: Benefits, Risks, and When to Use It
Cross-docking explained for retailers: how it works, when it pays off, and when it backfires.
7 min readRead
Analytics
Retail KPIs, metrics, data models, and how to measure what matters.
Analytics
The Retail KPI Guide: 18 Metrics Every Store Should Track
A practical reference of the 18 retail KPIs that actually move the business, with formulas, benchmarks, and how to use each one.
12 min readRead
Analytics
Retail Analytics: 10 Metrics Every Store Should Track Weekly
A simple weekly review of these ten metrics separates great stores from average ones. Here is what to track, why, and how to act on it.
9 min readRead
Analytics
RFM Customer Segmentation: A Retailer’s How-To Guide
RFM segmentation explained step by step. Recency, Frequency, Monetary scoring with worked examples and segment playbooks.
7 min readRead
Power BI
Dashboards, DAX patterns, and Power BI guides for retail teams.
Power BI
Power BI for Retail: How to Build a Dashboard Your Team Will Actually Use
Most retail Power BI dashboards are too cluttered to be useful. Here is a practical guide to building one that operators actually open every Monday.
11 min readRead
Power BI
DAX Patterns Every Retail Power BI Developer Should Know
Practical DAX patterns for retail: same-store sales, sell-through, average inventory, and time intelligence with code.
7 min readRead
Store Technology
POS, ERP, IMS, and modern retail tech stacks.
Store Technology
Choosing a Point-of-Sale System for Retail
Point-of-sale (POS) selection for retail: must-have features, common pitfalls, and how to evaluate vendors.
6 min readRead
Store Technology
RFID in Retail: Use Cases, ROI, and How to Roll It Out
RFID in retail: practical use cases, real-world ROI, and a phased rollout plan that minimizes risk.
6 min readRead
Store Technology
IMS vs WMS: Which One Do You Need?
Inventory Management System vs Warehouse Management System. Roles, overlap, and which to invest in first.
6 min readRead
All Articles
Every guide on the site, grouped by topic for quick reference.
Inventory Management
- Inventory Turnover Explained: Formula, Benchmarks and How to Actually Move It
- Days Inventory Outstanding (DIO) Explained: The Cash-Focused View of Inventory
- Reorder Point Formula: The Operator's Guide to When to Reorder
- ABC Inventory Analysis Explained: How Retailers Prioritize Stock That Matters Most
- Safety Stock Calculation: The Complete Operator’s Guide
- EOQ Formula Explained: Economic Order Quantity for Retail Operators
- Inventory Management Best Practices: A Modern Operator’s Playbook
- Just-In-Time Inventory for Retailers: When It Works and When It Fails
- Cycle Counting Best Practices for Retailers
- Inventory Aging Analysis: A Retailer’s Guide
- Retail Shrinkage: How to Measure It and 10 Ways to Reduce It
Retail Finance
- Gross Margin Explained: The Retail Operator’s Guide to the Number That Runs the P&L
- Markup Explained: The Retail Buyer’s Pricing Language
- GMROI Explained: The Cornerstone Profitability Metric for Retail Buyers
- Gross Margin vs Markup: The Difference Every Retailer Must Know
- Sell-Through Rate Explained: The Buyer’s Speed-of-Sale Metric
- Markdown Pricing Explained: A Retail Operator’s Complete Guide
- FIFO vs LIFO: Which Inventory Method Is Right for Retailers?
- Open-to-Buy Planning: A Practical Guide
- Working Capital Management for Retail Businesses
- Pricing Strategy for Retailers: 7 Approaches Compared
- Private Label Strategy: Building Your Own Brands
Retail Operations
- Store Layout Fundamentals: A Retailer’s Guide
- Conversion Rate Optimization for Retail Stores
- Shrinkage Reduction: 10 Tactics That Actually Work
- Retail Staff Scheduling: A Modern Operator’s Playbook
- Basket Size Optimization: Lifting ATV in Retail
- Omnichannel Retail Fundamentals
- Retail Loyalty Programs: What Works and What Doesn’t
- Returns Management: Cost-to-Serve and Strategy
- Mystery Shopping Programs: How to Design One That Works
- Store Format Economics: Big Box vs Specialty vs Pop-Up
- Peak Season Readiness: A 6-Week Operational Checklist
Supply Chain
- Supply Chain KPI Guide: 12 Metrics That Matter for Retailers
- Lead-Time Reduction: 8 Strategies for Retail Supply Chains
- Cross-Docking Explained: Benefits, Risks, and When to Use It
- Vendor Managed Inventory (VMI): Pros, Cons, and Setup Guide
- Drop Shipping for Retailers: Model, Margins, and Reality
- Reverse Logistics in Retail: A Practical Guide
- Warehouse Slotting Optimization: A Quick Guide
- Forecast Accuracy and MAPE: A Practical Primer
- Demand Sensing in Retail: Going Beyond the Forecast
Analytics
- The Retail KPI Guide: 18 Metrics Every Store Should Track
- Retail Analytics: 10 Metrics Every Store Should Track Weekly
- RFM Customer Segmentation: A Retailer’s How-To Guide
- Cohort Analysis for Retail: A Practical Guide
- A/B Testing for Retail: When It Works and When It Doesn’t
- Retail Data Warehouse Design: Star Schema Patterns
- Sales per Square Foot: Benchmarks and How to Improve It