A/B Testing & Experimentation
Peter Gardner

CRO A/B Testing Win Rates and What They Really Mean

Blend reflects on A/B testing win rates, why surface numbers can mislead, and what matters underneath: test necessity, commercial impact, and learning loops.

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

CRO Recommendations Documentation Template

A downloadable CRO recommendations documentation template adapted from Blend’s CRO Agent framework, built to carry insight logic through to implementation.

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

How to Improve A/B Testing Win Rates With Better CRO Recommendations

Even the right CRO insight can fail if the recommendation is vague. This article explains why detailed documentation improves test execution and A/B testing win rates.

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

How to Use Google Search Console for CRO Insights

Google Search Console is not just for SEO. This article explains how to use query data to understand intent, diagnose page-message mismatch, and document CRO insights.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

How Blend Made a CRO Positioning Mistake by Jumping to Conclusions

A first-party Blend story about changing from CRO to Customer Value Optimisation, what the team got wrong, and why market education mattered more than the label.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

CRO Insights Documentation Template

A downloadable CRO insights documentation template adapted from Blend’s CRO Agent framework, designed to help teams separate observations from insights worth acting on.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

Why CRO Insights Should Come Before Recommendations

A practical argument for slowing down before making CRO recommendations, so teams understand what is happening, where, who it affects, and whether it is worth acting on.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

When eCommerce Data Gives the Wrong Impression

A warning about reacting to metrics too quickly and how Blend’s PECTI framework helps teams prioritise CRO work based on proof, ease, cost, time, and impact.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

User Journey Metrics That Reveal eCommerce CRO Bottlenecks

Product page view rate and add-to-cart rate can show whether the main eCommerce bottleneck sits in discovery, product-page decision-making, or later checkout friction.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

What Packard’s Failure Teaches eCommerce Brands About Growth Metrics

A brand strategy lesson from Packard on why more sales, cheaper products, and higher conversion are not always signs of healthier eCommerce growth.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

5 eCommerce Metrics That Reveal Better CRO Insights Than Conversion Rate

Five eCommerce metrics that give a clearer view of store performance than conversion rate alone, including add-to-cart rate, abandoned cart rate, RPS, AOV, and CLV.

CRO Audit & Insights
CRO Audit & Insights
Peter Gardner

What Conversion Rate Actually Tells You About Store Performance

Conversion rate is useful, but not enough on its own. This article explains why CR can move in the right direction for the wrong reasons and vice versa.

CRO Audit & Insights
Accessibility UX & Design
Peter Gardner

Card Sorting Research for eCommerce Navigation and Product Discovery

An introduction to Blend’s Card Sorting Research Simulator GPT and how it can help eCommerce teams find navigation and category naming issues that hide products from shoppers.

Accessibility UX & Design
Accessibility UX & Design
Peter Gardner

How Jakob’s Law Helps Improve eCommerce Conversion Rates

Jakob’s Law shows why shoppers prefer websites to work the way they expect. This article explains how familiar patterns reduce friction and support conversion.

Accessibility UX & Design
Accessibility UX & Design
Peter Gardner

Design Consistency Cheatsheet for CRO, UX and Accessibility

A downloadable 174-point design consistency checklist for eCommerce CRO, UX, and accessibility, built to make websites easier to trust, use, and buy from.

Accessibility UX & Design
Accessibility UX & Design
Peter Gardner

Do Ugly Websites Really Convert Better?

A clearer take on the “ugly sites convert” argument, explaining why clarity, consistency, and usability matter more than aesthetics alone.

Accessibility UX & Design
Site Speed & Core Web Vitals
Peter Gardner

CRO Agent Build-in-Public Update: Site Speed Findings

A build-in-public update on CRO Agent, showing how Brenda flagged Blend’s own site speed issues and how new CLV, accessibility, and speed audit features are progressing.

Site Speed & Core Web Vitals
Site Speed & Core Web Vitals
Peter Gardner

How to Improve Perceived Site Speed for Higher Conversions

Customers often describe lag, weak feedback, and jumpy pages as slow. This article covers practical UI improvements that make a site feel faster and easier to buy from.

Site Speed & Core Web Vitals
Site Speed & Core Web Vitals
Peter Gardner

How Rakuten 24 Increased Revenue per Visitor by 53.37%

A Core Web Vitals case study summary showing how Rakuten 24 improved speed metrics and reported gains in revenue per visitor, conversion rate, and AOV.

Site Speed & Core Web Vitals
Site Speed & Core Web Vitals
Peter Gardner

Shopify Site Speed Checklist: Is Good Enough Really Good Enough?

A practical Shopify site speed checklist covering Core Web Vitals, perceived performance, and the common causes of slow or clunky shopping experiences.

Site Speed & Core Web Vitals
Site Speed & Core Web Vitals
Peter Gardner

Shopify Site Speed and the Law of Diminishing Returns

A cautionary Shopify site speed story showing why chasing perfect performance scores can hide important content, increase friction, and reduce conversion.

Site Speed & Core Web Vitals
Shopify CRO
Peter Gardner

Your Website Is the Brand Moat That Turns Traffic Into Revenue

A short Blend positioning piece on why the website is the place where ads, content, trust, product value, and brand moat either turn into revenue or leak away.

Shopify CRO
Shopify CRO
Peter Gardner

Daniel Priestley’s 7-11-4 Rule for eCommerce Brands

A practical eCommerce interpretation of Daniel Priestley’s 7-11-4 rule, explaining how repeated touchpoints across channels help customers build trust before buying.

Shopify CRO