Operator-grade playbooks for Shopify.
Operator-grade playbooks on returns, loyalty, inventory, margins and warranty for Shopify brands.
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How to create product bundles on Shopify: build-a-box, volume tiers and the apps that do it right
A practical guide to product bundles on Shopify: build-a-box, volume tiers, curated sets and free gifts, how to price them, and how to pick a bundle app.
How to set up a Shopify loyalty program that actually brings customers back (and which app to use)
Step-by-step guide to a Shopify loyalty program: points, rewards, VIP tiers and referrals, plus an honest look at the best Shopify loyalty apps.
Warranty claims for jewelry brands: a complete Shopify playbook
Jewelry has the highest implicit warranty expectation in DTC. The operator's playbook for jewelry warranty on Shopify: policy, rules, cost math.
Triple Whale alternatives for Shopify brands under $5M GMV
An operator-led look at Triple Whale alternatives for sub-$5M Shopify brands. Pricing, simplicity and profit clarity: where each one fits.
Stocky alternatives: the real options for Shopify brands in 2026
Shopify shut Stocky down on August 31, 2026. An honest operator's breakdown of the replacements: Inventory Planner, Cogsy, Genie and Ecombone Inventory.
Loop Returns alternative: an honest comparison with Ecombone Returns for Shopify brands
Comparing Loop Returns alternatives for Shopify? Loop vs Ecombone Returns side by side: pricing, exchange-first logic, BXGY handling and when Loop still wins.
How to calculate your true Shopify profit margin (with the spreadsheet template most brands need)
Shopify shows revenue. Ad platforms show ROAS. Neither shows your true profit margin. The operator's formula, the spreadsheet, and where leaks hide.
LTV/CAC ratio explained: the unit economics every Shopify founder should know
What LTV/CAC means, how to compute it correctly, the trap most founders fall into, and how payback period changes the whole picture.
How to reduce return rates: 11 tactics that actually work for Shopify brands
Cutting your return rate from 18% to 12% beats most growth experiments. 11 tactics that work in 2026, ranked by effort and by impact.
eCommerce profit margin benchmarks by industry (2026)
What is a 'good' net margin in eCommerce? Benchmarks by category (apparel, beauty, home, electronics, jewelry) and the gross-vs-net gap.
Average return rate by industry: eCommerce benchmarks (2026)
Return rate benchmarks by category: apparel, beauty, home, electronics, jewelry. What is normal, what is a red flag, and what each point costs.
Demand forecasting for Shopify: 4 methods compared (and when to use each)
Velocity, weighted, blended or seasonal: the forecasting method you pick decides whether you stock out or sit on dead stock. The operator's guide.