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

Product Page Design: Examples That Solve Real Buying Objections

Product Page Design Examples

CRO

Product Page Design: Examples That Solve Real Buying Objections

Product page design should answer the objection that stops the sale. Live apparel, beauty, technical, and limited-run pages show which facts belong above the fold, and which change is worth measuring.

How to Do Preorders on Shopify Without Overselling a SKU

Cap Shopify Preorders By SKU

Inventory

How to Do Preorders on Shopify Without Overselling a SKU

Open a Shopify preorder only after the app enforces a hard per-variant cap against confirmed incoming units and a test checkout rejects the next unit. Publish a ship date you can defend, then reconcile open commitments against that cap before you accept another order.

Product Pricing Strategy: 5 Ways to Price a Shopify SKU

Price a Shopify SKU

Pricing

Product Pricing Strategy: 5 Ways to Price a Shopify SKU

Five ways to set a physical Shopify SKU's price, then a gate that checks contribution, conversion, and stock cover before you change it.

Ecommerce Merchandising: Assign Each Surface a Job

Feature Bury Or Rotate

Merchandising

Ecommerce Merchandising: Assign Each Surface a Job

Ecommerce merchandising decides which products to feature, bury, or rotate using conversion, stock, and exposure, then reverses a placement that does not earn its slot.

Bundle Pricing Strategy for Shopify

Bundle Pricing Without Starving Stock

Pricing

Bundle Pricing Strategy for Shopify

A bundle discount only works if component stock and unit economics still beat selling the SKUs separately. Use cover, costs, refunds, and conversion to set the price and know when to stop.

Inventory Control Methods for Shopify: Pick the Right Fix by SKU Risk

Choose Inventory Control by Risk

Inventory

Inventory Control Methods for Shopify: Pick the Right Fix by SKU Risk

Match each inventory control method to the failure it prevents: wrong counts, premature sellouts, or excess cover. Then apply the smallest control that fixes the SKU.

Inventory Shrinkage: Find Real SKU Loss Before You Reorder

Classify Real Inventory Shrinkage

Inventory

Inventory Shrinkage: Find Real SKU Loss Before You Reorder

Inventory shrinkage is the recorded-versus-actual gap. Classify verified loss separately from known adjustments, then recheck cover before the next purchase order.

Product Launch Checklist for Shopify: Stock, Collection Placement, and the First 30 Days

Shopify Product Launch Checklist

Growth

Product Launch Checklist for Shopify: Stock, Collection Placement, and the First 30 Days

A Shopify product launch checklist that gates first stock, collection placement, and ad spend on SKU cover, conversion, and order contribution through day 30.

GMROI Formula: Find Which Products Earn Their Shelf Space

GMROI Formula For Shelf Space

Collections

GMROI Formula: Find Which Products Earn Their Shelf Space

GMROI shows how much gross profit each dollar of inventory returns. Use the formula, a worked example, and a promote/restock/demote checklist so shelf space goes to products that earn it.

Safety Stock Calculation for Shopify: Formula, Service Level, and Example

Safety Stock Calculation Example

Inventory

Safety Stock Calculation for Shopify: Formula, Service Level, and Example

A safety stock calculation for Shopify that sizes the buffer only. Read inventory reports versus incoming stock, pick a service level, and adjust when lead time slips.

Inventory Turnover Formula: Calculate It, Then Decide What to Reorder

Inventory Turnover Formula Guide

Inventory

Inventory Turnover Formula: Calculate It, Then Decide What to Reorder

The inventory turnover formula is COGS divided by average inventory. Here is how to calculate it for a Shopify SKU, read a high or low result, and decide what to reorder.

Inventory Replenishment: A Practical Plan for Shopify Bestsellers

Inventory Replenishment Plan for Bestsellers

Inventory

Inventory Replenishment: A Practical Plan for Shopify Bestsellers

A Shopify plan for inventory replenishment: rank variants by revenue, time the reorder from demand and lead time, and cap the purchase order so cash is not stuck in slow sizes.

Spot the next lost sale before it happens

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