Blog

Shopify CRO, unfiltered.

Practical articles on CRO, AOV architecture, and conversion design for stores doing €500k–€5M+.

Halftone storefront split into before and after with a flat metric line, a Shopify redesign that did not move results
Growth·

Why Your Shopify Redesign Didn't Move Metrics

A new Shopify design that looks better but converts the same is the most common redesign outcome. Here is why redesigns rarely move metrics, and what treats the store as a growth system instead.

2 min read

Halftone illustration of a price tag minus a cost block leaving a pink margin sliver, the margin math of post-purchase upsells
AOV·

The Margin Math of Post-Purchase Upsells

An upsell that adds revenue can still lose money. Contribution margin, not revenue, decides whether a Shopify post-purchase offer is worth running. Here is the math.

2 min read

Halftone illustration of a dashboard with a take-rate bar and a pink incremental-margin line, post-purchase upsell analytics
AOV·

Post-Purchase Upsell Analytics: What to Measure

Take rate is the vanity metric. The number that matters is incremental margin per order. Here is the metric stack for a Shopify post-purchase upsell program, and how to read it.

2 min read

Halftone illustration of a Shopify homepage first screen stacked in priority order, the homepage trust hierarchy
CRO·

Shopify Homepage Trust Hierarchy: The First-Screen Order

Your Shopify homepage's first screen is the highest-attention, lowest-trust moment in the funnel. Here's the first-screen order: which trust elements go above the fold, in what priority, and why.

2 min read

Halftone illustration of a cart slider and a thank-you page split by a pink divider, cart upsells vs post-purchase upsells on Shopify
AOV·

When to Use Post-Purchase vs Cart Upsells

Cart upsells sit before checkout and touch the core order. Post-purchase upsells fire after payment with zero risk. Here's the placement decision for Shopify, plus a rule for when to run both.

2 min read

Halftone illustration of a five-stage loop with a checklist, the Shopify CRO process
CRO·

The Shopify CRO Process, Stage by Stage

The Shopify CRO process is a five-stage loop: audit, design, implement, measure, iterate. What you do at each stage, and the trap most stores fall into.

2 min read

Halftone illustration of three separate lanes leaking into a gap, the single-lane agency problem
CRO·

Why Single-Lane Agencies Fail at Shopify Growth

Most Shopify growth agencies own one lane, design, ads, or dev, and let the others leak. Why single-lane structurally fails and what to hire instead.

2 min read

Halftone illustration of a checkout line split by a pink divider, an offer before it and an offer after it, pre-purchase vs post-purchase upsells
AOV·

Pre-Purchase vs Post-Purchase Upsells

A pre-purchase upsell sits before checkout and can lift AOV but risks the sale. A post-purchase upsell sits after, with zero risk to the order. Here is when each wins on Shopify.

2 min read

Halftone illustration of a product page with stacked benefit lines, the top one marked in pink, benefit order on Shopify product pages
CRO·

Benefit Order on Shopify Product Pages

Shoppers read about 20% of the words on a product page, so the order of your benefits decides what gets seen. Here is how to sequence benefit copy on a Shopify PDP.

2 min read

Halftone illustration of two product paths, one stacking up and one branching sideways, split by a pink divider, cross-sell vs upsell on Shopify
AOV·

Cross-Sell vs Upsell on Shopify: When Each Wins

Upsell offers more of the same; cross-sell offers the complement. Both lift AOV, but they win in different places. Here is when to use each on a Shopify store.

2 min read

Halftone illustration of a product page first screen with a headline, hero image, and a single pink CTA button, the Shopify hero section
CRO·

The Shopify Hero Section That Sells

The first screen decides whether a visitor stays. 57% of attention lands above the fold and an opinion forms in 50ms. Here is how to build a Shopify hero that earns the scroll.

2 min read

Halftone illustration of a split screen, a redesign mockup versus an A/B test toggle with a pink divider, Shopify redesign vs CRO tests
CRO·

Shopify Redesign vs CRO Tests: When to Use Each

A redesign and CRO testing solve different problems. Default to tests; redesign only when specific criteria are met. Here is the framework for deciding which your store needs.

2 min read

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