Insights

Thinking for operators.

Practical frameworks and hard-won lessons about building profitable ecommerce businesses. No hacks, no hype.

Profitability 2 min read Dec 15, 2025

The Hidden Cost of Operational Complexity

Revenue can grow while profit shrinks. How operational complexity builds up in an ecommerce business, what it really costs, and how to audit it.

Foundation 2 min read Dec 13, 2025

The Ecommerce Profit Formula Explained

Traffic × conversion rate × average order value × purchase frequency. How the four ecommerce profit levers multiply, and how to use the formula to decide.

Traffic 1 min read Dec 10, 2025

Why Traffic Stops Working at Scale

At some point more traffic stops producing more profit. Why paid acquisition hits diminishing returns at scale, and which profit levers to pull instead.

Systems 2 min read Dec 6, 2025

How App Sprawl Hurts Profitability

Every app added to solve a problem can create three more: slower pages, lower conversion, broken integrations. How to audit your ecommerce tech stack.

Profitability 2 min read Dec 2, 2025

Where Ecommerce Margins Quietly Disappear

Revenue grows but profit stays flat. The silent ecommerce margin killers, from discounts and shipping thresholds to returns and fees, and how to find them.

Foundation 2 min read Nov 27, 2025

What Good Looks Like for a Mature BigCommerce Store

Benchmarks for a mature BigCommerce store: conversion rate, repeat purchase rate and acquisition payback, plus the systems and team behind profitable growth.

Conversion 2 min read Nov 22, 2025

Why Conversion Rate Plateaus

You have fixed the obvious things and conversion rate is stuck. Why ecommerce conversion plateaus happen and how research and segmentation break through.

Conversion 2 min read Nov 17, 2025

CRO as a System, Not a Tactic

Stop running random tests. How to build a conversion rate optimization system of research, prioritization and documentation that compounds over time.

Conversion 2 min read Nov 12, 2025

Increasing Revenue Without Increasing Traffic

The most overlooked growth lever: getting more from the visitors you already have through conversion, order value and repeat purchases, with the math.

AOV 2 min read Nov 6, 2025

Bundling Without Discounting

How to increase average order value with bundles that create genuine value, and why a bundle that is really a discount in disguise quietly costs you margin.

AOV 2 min read Oct 31, 2025

Why Discounts Rarely Create Profit

The math behind discounting is brutal. Why most ecommerce promotions destroy more margin than they create, when discounts make sense, and what to do instead.

Frequency 2 min read Oct 26, 2025

Retention vs Acquisition for Established Brands

At scale, customer acquisition cost rises while retention costs stay flat. Why retention becomes the stronger growth lever for established ecommerce brands.

Frequency 2 min read Oct 18, 2025

The Cost of Reacquiring Existing Customers

A large share of ad spend goes to customers you already acquired. Why paying to win them back is a retention failure, and how to measure it and stop it.