Learn to build a smarter
Shopify brand

Shopify's built-in analytics is great for basics. But once you're past £500k annual revenue, you need cohort retention, per-product profitability, and marketing attribution in one place.

Platform-reported ROAS is a lie that every ad platform is incentivised to tell you. Blended Marketing Efficiency Ratio (MER) tells you the truth. Here's how to calculate it for your Shopify store.

You don't need a photographer, a studio or a Photoshop subscription to get professional product imagery. This guide covers the best AI tools for Shopify brands and how to get studio-quality results in minutes.

Three open-source MMM frameworks, all free, all different. This head-to-head comparison tells you which to pick based on your data size, team, and goals.

Marketing mix modelling used to cost £50k. Now any Shopify brand doing £1M+ can run it themselves. A practical step-by-step guide.

Platform ROAS is a number every ad platform is incentivised to inflate. Blended MER cuts through the noise. Here's why DTC brands are making the switch.

Most brands optimise creative for ROAS. The smartest ones optimise for lifetime value. Here's how to connect your ad creative to customer cohort data.

What's a good blended MER for your category? We break down typical MER ranges for fashion, beauty, homewares, food & drink, and supplements brands.

Triple Whale, Northbeam, Polar, Glew, or Nuso? We review every major Shopify analytics platform so you can pick the right stack for your revenue stage.

Triple Whale owns pixel-level attribution. Nuso brings MMM, P&L, and AI insights. Here's exactly when to pick each — and when to run both.

Northbeam's multi-touch attribution is best-in-class. But at $2,000+/mo with no P&L or MMM, it leaves gaps. Here's how the two platforms compare.

Toby is Nuso's built-in AI analyst. Ask questions in plain English, get instant analysis, and surface insights your team would have missed. Here's what he can do.