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The Monocle blog

Practical inventory planning for Shopify operators: forecasting, purchase orders, and the numbers behind both.

Why 3 Years of Gross Margin Erosion Costs 6 Percentage Points

Amir Sigari
·
8.11.26

One Pricing Change Added $150 in Customer Lifetime Value Per Subscriber

Amir Sigari
·
8.10.26

Your Loyalty Program Automation Is Training Discount Hunters

Amir Sigari
·
8.6.26

Payment Method Optimization Is Not a Tech Problem

Amir Sigari
·
8.4.26

What 2,400 SMBs Reveal About Inventory Turnover Benchmarks

Amir Sigari
·
8.3.26

Seven years doing Shopify support. The lens that changed how I read an inbox.

Amir Sigari
·
7.31.26

Contribution Margin Analysis: The Pricing Lever Most Shopify Stores Ignore

Amir Sigari
·
7.30.26

New Customers Won't Save Your Store — Repeat Purchase Rate Will

Amir Sigari
·
7.28.26

Stop Using Formulas to Manage Replenishment Lead Time

Amir Sigari
·
7.27.26

Shopify Demand Forecasting for Seasonal & Promo Planning (2026)

Bruk Tafesse
·

Answer Engine Optimization: Structure Content AI Will Actually Cite

Amir Sigari
·
7.23.26

Introducing a brand new Collections experience (2026) - Shopify

Amir Sigari
·
7.22.26
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