Last Updated: 27 August 2025

5 A/B Testing Tips That Actually Move the Needle in 2025

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5 A/B Testing Tips That Actually Move the Needle in 2025
Aurélie BrunetWritten ByAurélie Brunet

As the Director of Performance, Aurélie specialises in creating new business for Propeller through outreach and finding areas in which the company can expand.

Is your website working as hard as it should be? You’ve put in the work to get people there, but getting them to stick around and actually do something? That’s a whole different ball game. In a world after Google Optimize, just changing button colours won’t cut it. You need a smarter way to figure out what your customers really want.

That’s where A/B testing comes in. But let’s be clear: this isn’t about guesswork. It’s about using a sharp, focused approach to make meaningful improvements. A solid testing plan is a huge part of any smart digital growth strategy, and it’s the surest way to turn those clicks into customers.

Here are five real-world tips we use to shape our clients’ A/B testing for UX and get results.

1. Guesswork Gets You Nowhere. Start with a Solid Hypothesis

Before you touch any testing tools like Optimizely or VWO, you need a strong, educated guess. “I want to boost conversions” isn’t a plan; it’s a wish. A real hypothesis zeroes in on a specific problem you think you can solve.

Try framing it like this: “We believe that if we change X, it will cause Y, because of Z.”

For example: “We believe that swapping our generic homepage photo with a customer testimonial video will get more people to click ‘Request a Demo’ because it builds instant credibility.” See the difference? Now you have a clear mission, and you’ll know exactly what success looks like.

2. Become a Detective: See What Your Users Actually Do

The best ideas for what to test are hiding in plain sight—in your user data. Stop guessing what users find annoying and go watch them. Tools that provide heatmaps and session recordings are like a treasure map to higher conversions.

You can literally see the moments where people get stuck, hesitate, or give up and leave. This isn’t just data; it’s empathy. Understanding that user frustration is the first step toward a brilliant conversion optimisation plan.

3. Keep It Simple. One Change at a Time

It’s so tempting to redesign a whole page and test it against the old one. But when the new version wins (or loses!), you’re left scratching your head. Was it the new headline? The slicker images? The shorter form? You’ll never know for sure.

Isolating your changes is the only way to get clean, actionable results. Test one thing at a time.

Here’s a real-world example: We were working with a major client in the travel space whose booking form had a high drop-off rate. Instead of a massive overhaul, we tested one simple thing: we cut the fields on the first step from seven down to five. That tiny change alone led to a 12% jump in completed bookings. It gave us a clear win and a valuable insight that guided their entire strategy for website personalisation.

4. Stop Treating Everyone the Same

Think about it: the person visiting your site for the first time is completely different from the loyal customer who has been with you for years. So why would you show them the exact same thing?

Your users arrive from different places with different goals. A one-size-fits-all approach just doesn’t work anymore. Start slicing up your audience and running targeted tests. Ask questions like:

  • What if we showed a welcome discount only to new visitors?
  • How would a simplified navigation bar perform for just our mobile users?

When you tailor the experience, you make people feel understood. That’s how you build loyalty.

5. Testing Isn't a Project, It's a Process

The real winners in the digital space don’t just “do A/B testing” and check a box. They build a culture of constant learning and improvement. When a test ends, that’s when the real work begins. Dig into the numbers, understand why you got the results you did, and use that knowledge to fuel your next idea.

Companies that are always testing and always learning are the ones that consistently pull ahead of the competition. It’s a marathon, not a sprint.

Ready to Stop Guessing and Start Growing?

Putting these tips into action is about more than just tweaking your site; it’s about building a smarter, more responsive business. It’s about making data-driven decisions that have a real impact on your bottom line.

If you’re tired of wondering what works, let’s talk. Our approach to conversion rate optimisation (CRO) is all about finding those hidden opportunities for growth. Whether you need a full-funnel digital strategy or targeted performance marketing to get you there, our team has been helping FTSE-listed businesses evolve for over a decade.

Reach out today, and let’s build something that works.

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