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Articles on analytics, strategy, and online store optimization. We share what we learn working with different ecommerce businesses.

Sell-Through Rate for Shopify: Formula, Benchmarks, and What to Do Next

Sell-Through Rate For Shopify

Inventory

Sell-Through Rate for Shopify: Formula, Benchmarks, and What to Do Next

Learn the sell-through rate formula, Shopify-ready benchmarks, and the next action when a SKU sells too slowly or too fast.

How to Set Up Shopify Product Recommendations

Shopify Product Recommendations Setup

Merchandising

How to Set Up Shopify Product Recommendations

Set up Shopify product recommendations with Search & Discovery, then pick related and complementary products using conversion data so shoppers actually buy more.

Ecommerce Funnel: The Metrics That Tell You What to Fix Next

Ecommerce Funnel Metrics That Matter

CRO

Ecommerce Funnel: The Metrics That Tell You What to Fix Next

An ecommerce funnel shows where shopper sessions stop progressing. Measure each stage consistently, estimate revenue at risk, and prioritize the fix with the highest expected value.

ecommerce merchandising

Make More Products Sell

Collections

ecommerce merchandising

Ecommerce merchandising is how you decide which products get seen first. Use conversion, traffic, and stock data to promote winners, bury losers, and stop hiding products that already sell.

Economic Order Quantity (EOQ) for Shopify: Calculate a Smarter Reorder Size

Smarter Shopify Reorder Size

Inventory

Economic Order Quantity (EOQ) for Shopify: Calculate a Smarter Reorder Size

Learn the EOQ formula, work a Shopify product example, and know when the classic model fails so you order the right quantity, not just the right date.

Inventory Carrying Cost: How Shopify Merchants Calculate It and Cut It

Calculate Inventory Carrying Cost Fast

Inventory

Inventory Carrying Cost: How Shopify Merchants Calculate It and Cut It

Inventory carrying cost is the annual price of holding unsold stock. Use the formula, a Shopify SKU example, and a weekly review to find the products draining cash.

6 AI Agents for Ecommerce That Catch Revenue Leaks Before They Cost You Sales

AI Agents Ecommerce Revenue Leaks

Automation

6 AI Agents for Ecommerce That Catch Revenue Leaks Before They Cost You Sales

Most conversations about AI agents for ecommerce focus on customer service. The agents that protect revenue watch stock, conversion, and collections, then tell you what to fix first. Here are six worth knowing.

12 Ecommerce Performance Metrics That Tell You What to Fix Next

12 Metrics That Tell You What To Fix

Analytics

12 Ecommerce Performance Metrics That Tell You What to Fix Next

Most ecommerce metric guides list KPIs without telling you what to do about them. Here are the 12 that point straight to your next fix, grouped around the three leaks that actually cost Shopify merchants revenue.

Inventory-to-Sales Ratio: Formula, Shopify Example, and What to Do Next

Inventory To Sales Ratio Explained

Inventory

Inventory-to-Sales Ratio: Formula, Shopify Example, and What to Do Next

The inventory-to-sales ratio tells you how much capital is tied up in stock for every dollar of sales. Here's the formula, a worked Shopify SKU example, and the action checklist to run monthly.

Ecommerce Demand Forecasting: How to Reorder Before a Bestseller Sells Out

Ecommerce Demand Forecasting Reorder Workflow

Inventory

Ecommerce Demand Forecasting: How to Reorder Before a Bestseller Sells Out

Ecommerce demand forecasting turns sales velocity, lead time, and seasonality into a reorder decision you can act on today. Here's the four-step workflow, no spreadsheet required.

ABC Analysis in Inventory Management: How Shopify Merchants Should Prioritize SKUs

ABC Analysis SKU Priority Framework

Inventory

ABC Analysis in Inventory Management: How Shopify Merchants Should Prioritize SKUs

ABC analysis in inventory management ranks SKUs by revenue impact so you know which products deserve tight stock control and which don't. Here's how to run it on a Shopify catalog.

Average Ecommerce Conversion Rate by Industry: What the Benchmarks Actually Tell You

Ecommerce Conversion Rate Benchmarks By Industry

Analytics

Average Ecommerce Conversion Rate by Industry: What the Benchmarks Actually Tell You

See real, sourced conversion rate benchmarks by industry, then learn how to tell whether your store's gap comes from traffic quality, product mix, or merchandising.

Spot the next lost sale before it happens

Install Skymetrics to see what to reorder, what to promote, and what to fix in your Shopify store. Start free in 3 minutes.

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