Shopify CRO
Peter Gardner

How Crocs Built Their Brand Moat After Becoming a Commodity

A brand moat lesson from Crocs, showing how positioning, customisation, and cultural relevance helped the brand escape commodity pressure and rebuild preference.

Shopify CRO
AI Search & GEO
Peter Gardner

The Bad News About AI, SaaS and Agencies for eCommerce Brands

If AI makes it easier to copy a business, eCommerce brands need stronger moats. This article outlines 16 assets that compound over time and protect brand value.

AI Search & GEO
AI Search & GEO
Peter Gardner

Will SaaS and AI Replace eCommerce Agencies? The Good News

A perspective on why AI inside SaaS tools may be good news for eCommerce brands, pushing agencies away from low-value execution and toward deeper expertise.

AI Search & GEO
CRO Audit & Insights
Peter Gardner

CRO Mapping Call for Shopify Brands That Have Been Burnt Before

A sales-led article for Shopify brands who have been burnt by agencies before, explaining how Blend approaches quality control, communication, reporting, and CRO support.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

How to Find the Limiting Factor in Your eCommerce Funnel

This article explains how to find the one constraint limiting an eCommerce funnel, using cart logic and performance as an example of a bottleneck close to the money.

CRO Audit & Insights
AI Search & GEO
Peter Gardner

How to Limit AI Output So CRO Work Actually Gets Implemented

A practical workflow for limiting AI output so eCommerce teams move from research to analysis, recommendations, prioritisation, execution, and measurement without overwhelm.

AI Search & GEO
AI Search & GEO
Peter Gardner

Which LLM Is Best for eCommerce Tasks?

A practical take on why no single LLM is best for every eCommerce task and how teams should choose models based on the job to be done.

AI Search & GEO
AI Search & GEO
Peter Gardner

CRO Agent Build-in-Public: Alpha Testing Update

A build-in-public update on Blend’s CRO Agent, including early internal findings from analysing Blend’s own site data before alpha testing starts.

AI Search & GEO
CRO Audit & Insights
Peter Gardner

How to Use the 5 Whys for eCommerce CRO Root Cause Analysis

A practical guide to using the Lean Six Sigma 5 Whys method in eCommerce CRO, so teams can diagnose root causes before jumping to recommendations.

CRO Audit & Insights
Shopify CRO
Peter Gardner

How to Grow a DTC Brand by Focusing on Fewer Channels

A reminder that DTC growth often improves when teams focus on fewer channels, test one thing at a time, and avoid muddying their own results.

Shopify CRO
CRO Audit & Insights
Peter Gardner

How to Get CRO Insights From Revenue Per Session

Revenue per Session combines traffic quality, conversion efficiency, and AOV. This article explains how to break it down by source to find stronger CRO opportunities.

CRO Audit & Insights
Shopify CRO
Peter Gardner

Dangerous CRO Advice: Why Small Stores Still Need Optimisation

A rebuttal to the idea that CRO only makes sense for large stores, explaining why smaller brands still need optimisation even when A/B testing is not practical.

Shopify CRO
CRO Audit & Insights
Peter Gardner

Why We Ask Readers What CRO Topics They Want Next

A short note on using reader polls as qualitative data, so future CRO newsletter topics are shaped by what subscribers actually want to learn.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

Two Post-Purchase Survey Questions That Reveal CRO Insights

Two post-purchase survey questions can reveal the doubts, surprises, and frustrations that nearly stopped customers from buying, giving you a practical CRO backlog.

CRO Audit & Insights
AI Search & GEO
Peter Gardner

Why eCommerce Data Quality Matters More in the Age of AI Agents

A personal take on AI agents, data security, and why eCommerce brands should start collecting and organising useful business data before agentic AI becomes mainstream.

AI Search & GEO
CRO Audit & Insights
Peter Gardner

eCommerce Qualitative Data Cheatsheet for CRO

A downloadable qualitative data cheatsheet with 10 ways to collect customer insight for eCommerce CRO research and optimisation planning.

CRO Audit & Insights
A/B Testing & Experimentation
Peter Gardner

Why A/B Tests Fail When You Ignore Qualitative Data

If your CRO process relies only on GA4, you are often guessing at the cause. This article explains why qualitative data makes A/B tests sharper and less likely to fail.

A/B Testing & Experimentation
CRO Audit & Insights
Peter Gardner

Getting Started With CRO Insights at Blend Commerce

An introduction to Blend’s CRO Insights offer, why it works as a low-risk first step, and how it helps Shopify brands get clarity before committing to a full CRO programme.

CRO Audit & Insights
AI Search & GEO
Peter Gardner

Gateway Products: An Old CRO Tactic With New AI Search Benefits

Gateway products are an old CRO tactic with new AI-search benefits. This article explains how a small first purchase can improve trust, retention, and future recommendations.

AI Search & GEO
AI Search & GEO
Peter Gardner

Why AI Ads Could Be 2026’s Facebook Ads Moment

A perspective on why AI ads and AI discoverability may become the next early-adopter advantage for eCommerce brands, similar to Facebook Ads in 2016.

AI Search & GEO
AI Search & GEO
Peter Gardner

9 Ways to Get Recommended by Google Personal Intelligence

Nine practical ideas for eCommerce brands preparing for Google Personal Intelligence, from cleaner product data and receipt emails to comparison pages and useful abandoned cart emails.

AI Search & GEO
AI Search & GEO
Peter Gardner

Google Personal Intelligence and the Future of eCommerce Ads

A look at Google Personal Intelligence and what more personalised AI shopping recommendations could mean for eCommerce ads, buyer personas, and retention emails.

AI Search & GEO
Shopify CRO
Peter Gardner

Why CRO Matters for eCommerce Growth

CRO is not just about tiny conversion tweaks. This article explains how CRO helps eCommerce brands improve revenue, AOV, retention, acquisition efficiency, and redesign confidence.

Shopify CRO