Commerce Intelligence Resources
Practical guides to ecommerce profit, product economics, advertising efficiency and the numbers behind better operating decisions.
Latest guides (449 in all)
By industry (36)
Stockout Cost: From Lost Sales to a Better Decision
Learn what stockout cost measures, how to calculate it, where estimates fail, and how Shopify merchants can use the result to make better inventory decisions.
Shopify AnalyticsShopify Analytics Dashboard: A Practical Profit Guide
A practical guide to building a Shopify profit dashboard that reconciles orders, costs, advertising, returns, and contribution profit into a number your team can verify.
Product EconomicsThe Profit Math Behind Ecommerce Pricing Decisions
A practical guide to measuring the profit impact of a price change, choosing the right metric, and avoiding cost and sales-volume assumptions that produce bad pricing decisions.
Fashion and Apparel EconomicsHow to Measure the Cost of Returns in Fashion Ecommerce
A practical framework for calculating return costs, testing the result with real numbers, and turning it into better decisions about products, shipping, and margin.
Tariffs & Import CostsHow Tariffs Affect Clothing Brands: A Margin Guide
Learn how to calculate tariff exposure, test price and sourcing decisions, and avoid common errors when assessing the margin impact of US import rules.
Fashion and Apparel EconomicsMeasuring Fashion Ecommerce Customer Acquisition Cost
A practical guide to measuring fashion ecommerce CAC correctly, including the customer-based formula, a Shopify brand example, common errors, and how to act on the result.
Fashion and Apparel EconomicsHow to Calculate Fashion Brand Contribution Margin
Learn which costs belong in fashion contribution margin, follow a worked example, avoid common errors, and use the result to guide pricing, acquisition, and assortment decisions.
AI and Decision IntelligenceMeasuring AI for Ecommerce’s Profit Impact
A plain-English guide to measuring the profit created by AI in ecommerce, with a worked example, comparison method, and safeguards against inflated ROI.
Fashion and Apparel EconomicsThe Operating Math Behind Fashion Ecommerce Profitability
A practical guide to the math behind fashion ecommerce profitability, from realized revenue and returns to contribution margin, channel economics and net profit.
Tariffs & Import CostsUS Trade Deficit: Ecommerce Impact on Your P&L
A national trade deficit does not appear as a line item in Shopify, but it can change landed cost, pricing, and contribution margin. This guide shows the math from purchase order to P&L.
Tariffs & Import CostsUS Import Trends for Ecommerce Sellers: Store-Level Margin
National import data does not equal store-level profitability. This guide shows ecommerce sellers how to calculate landed cost and connect import costs to margin.
Tariffs & Import CostsHow US Import Costs Change Ecommerce Margins
A supplier quote is only the starting point. This guide shows how freight, duty, brokerage and other landed costs change ecommerce gross margin, with formulas and real-number examples.
Shopify AnalyticsShopify Dashboard Limitations: Where It Stops Short
Shopify shows sales activity, not the full economics of an order. This guide moves from revenue to contribution profit with a simple formula, real numbers, and practical checks.
AI and Decision IntelligenceEcommerce Anomaly Detection, Explained With Numbers
Learn how to separate genuine ecommerce anomalies from normal variation using reliable baselines, simple formulas, and a worked margin example.
Customer EconomicsMeasuring Cohort Profitability: From First Order to Payback
A practical guide to measuring profit by customer cohort, with a worked example, accounting choices, payback analysis, and decisions the result can support.
AI and Decision IntelligenceA Practical Guide to a Financial Copilot for Ecommerce
A practical guide to measuring ecommerce contribution profit, checking the inputs behind it, and turning the result into better product, marketing, and trading decisions.
Inventory and OperationsShipping Profitability: The Profit Economics of an Order
A practical framework for measuring the contribution left by delivery revenue after shipping and fulfillment costs, with a worked example and guidance for improving decisions.
AI and Decision IntelligenceEcommerce Forecasting: Build a Forecast You Can Act On
Build an ecommerce forecast that connects traffic, conversion, orders, revenue, and profit—and gives you a clear basis for decisions.
US Consumer SpendingDiscretionary Spending Ecommerce: How to Read Demand
A practical guide to reading discretionary demand in ecommerce, with a simple pressure formula, a worked store example, and the errors that distort the result.
US Consumer SpendingHow to Read Retail Spending in Ecommerce
Learn which spending measures matter, how to calculate ecommerce share, and how to turn demand changes into decisions on pricing, inventory, and conversion.
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