Insights & Strategy

The Segmently Blog

Deep-dives on A/B testing, conversion rate optimization, digital experimentation economics, and the philosophy of growth.

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Team at laptops comparing A/B testing platforms side by side, Optimizely vs Segmently feature and pricing breakdown
Comparisons

Optimizely vs Segmently: Which A/B Testing Platform Is Actually Worth It?

Optimizely is the category-defining A/B testing platform, and starts at $50,000 per year before a single test runs. Segmently delivers the same core capabilities for a fraction of the price. We break down exactly what you get, what you give up, and who each platform is genuinely built for.

10 min read·March 4, 2026
Side-by-side comparison of A/B testing tool dashboards on a laptop screen
Comparisons

The 7 Best A/B Testing Tools in 2026 (Including a Hidden Gem)

Optimizely costs more than a senior hire. VWO charges per feature. Adobe Target requires a dedicated consultant just to set up. We cut through the noise and rank the seven best A/B testing tools in 2026, including one that delivers enterprise-grade results at a fraction of the price.

14 min read·March 2, 2026
Analytics performance dashboard displaying A/B test conversion metrics and experiment data
Strategy

The A/B Testing Economy: Why Most Businesses Are Getting Ripped Off, and How to Fight Back

A/B testing is the backbone of the modern internet economy, yet enterprise pricing has locked most businesses out of one of the highest-ROI activities in digital marketing. We explore the economics, the ethics, the pitfalls, and why the era of democratized experimentation is finally here.

12 min read·March 1, 2026
Upward trending conversion rate graph on a monitor, successful A/B test result for a redesigned landing page
Case Study

The Landing Page That Converted 4x Better: An A/B Testing Autopsy

One landing page. One hypothesis. Thirty days. The results surprised us, and the reasons why reveal timeless principles about how humans make decisions online.

8 min read·July 14, 2025
Data visualization charts and statistical graphs on a screen, understanding significance in A/B testing
Analytics

Statistical Significance Explained: A Marketer's Guide Without the Math Panic

Half of all A/B test decisions are made before results reach statistical significance. Here's what that actually means, why it matters, and a practical framework any marketer can use today.

7 min read·January 18, 2025
Desktop, laptop, tablet and smartphone side by side displaying a website, cross-device A/B testing strategy
Strategy

Mobile vs. Desktop: Why Your A/B Tests Need a Separate Strategy for Each

Running the same experiment to mobile and desktop visitors and averaging the result is like testing two different products on two different customers and calling it one experiment. Here's how to do it right.

6 min read·October 5, 2024
Team collaborating around a table with laptops, building a culture of experimentation and data-driven decision-making
Culture

Building a Culture of Experimentation: How Any Team Can Start Testing This Week

The biggest barrier to a thriving experimentation program is rarely the software. It's the organizational culture that either enables or undermines data-driven decision-making. Here's how to build one from scratch.

7 min read·June 10, 2024
Laptop showing website analytics with a declining trend chart, avoiding the most common A/B testing mistakes
Best Practices

5 A/B Testing Mistakes That Are Quietly Killing Your Conversions

The vast majority of A/B tests contain at least one methodological error that compromises the result. Here are the five most common, and how to stop making them.

5 min read·February 22, 2024
Person in focused thought at a computer, the psychology of user behavior and what drives online conversion decisions
Psychology

The Psychology of the Click: What Science Says About Why Visitors Convert

Every conversion is a decision. Every decision is shaped by psychology. Understanding the science of how users process information, weigh options, and commit to action is the foundation of ethical, effective optimization.

8 min read·September 15, 2023