Based in Nigeria, Althea is a B2B SaaS writer who’s worked with top companies like HubSpot, Thinkific, and Zapier to create content that informs and converts. She has a knack for making complex tech feel simple, useful, and genuinely engaging. When she’s not producing top-notch content, you’ll find her deeply engrossed in a thriller novel or painting.
Let’s set the stage. A CRO team runs an A/B/n test with one control and four variations, tracking three success metrics across each layout. One metric on Variant C clocks in with a p-value of 0.04. The team declares a winner, ships the change, and waits for the revenue to...
Picture this: A team runs a textbook A/B test. The set up is clean and they don’t peek. Instead, they wait for significance and it never comes, so they call it a loss, ship the control, and move on. What they never realize is that the variation was better all...
Are you looking to take your website's user experience to the next level and drive measurable improvements in conversions? Heatmap tools offer a powerful solution for in-house testers and CRO agencies seeking to understand user behavior, identify friction points, and optimize website performance. In this comprehensive guide, we'll dive into...
Look up experimentation in tourism, and you'll find tons of case studies from companies like Booking, Expedia, and Airbnb. These companies run thousands of tests a year on their own platforms, and Booking alone keeps over 1,000 experiments running at any given moment. That paints experimentation as a normal part...
A Shopify slider is a rotating display element on your store that showcases products, testimonials, or promotions in a compact, interactive format. Customers typically want to read reviews, see products from every angle, and explore discounts before they click "Add to cart." If you cram all that onto one page,...
What is test duration? Test duration is the amount of time you run an A/B test from start to finish, from the moment traffic starts splitting to when you call a winner (or stop the test). Test duration is important in experimentation because it's the acid test of whether a...
