25 June 2026

What If Paid Media Testing Was Your Best Market Research Tool?

Why paid media A/B testing should go beyond creative formats – and start focusing on messaging, emotion, and audience motivation.

Test more. Then test better. Then test what really matters.

A/B testing is a core part of how we optimise paid media performance. Across paid social, display, and digital video, it helps us understand what resonates, what converts, and where there’s room to improve.

But too often, testing stays focused on surface-level variables, the things that are easiest to change, rather than the things that are most meaningful to understand.

When it comes to paid media, testing frameworks often start to look familiar:

Video vs image

Short copy vs long copy

Call-to-action variations

Audience demographics

Offers, discounts, and incentives

There’s nothing inherently wrong with this. These tests can absolutely improve performance in the short term.

But on their own, they don’t always tell us much about why people are responding.

Moving beyond surface-level testing

At Yawn, we believe the real value of A/B testing in paid media comes when we move beyond execution and start testing ideas.

Instead of only asking which creative performs best, we should also be asking what message, narrative, or emotional driver is actually resonating.

This shift helps us understand audiences on a deeper level – not just what they click on, but what they connect with.

It’s the difference between knowing that a discount drives conversions and understanding what makes someone choose a brand when there isn’t one.

Emotional drivers in advertising

Strong paid media performance is rarely just about efficiency. It’s about attention, memory, and emotional response.

We often look to standout work like the John Lewis Christmas campaigns as a reminder that effectiveness and emotion aren’t separate – they’re connected. People remember how something made them feel long after they’ve seen it.

In paid social, display, and video, that emotional layer can be the difference between a scroll-past and something that sticks.

The aim isn’t to overcomplicate things – it’s to broaden the range of emotions we’re testing. For example:

Intrigue

Surprise

Curiosity

Confidence

Recognition

These are often stronger drivers of engagement than pure rational messaging alone.

Testing value propositions properly

Most brands have a good understanding of their key selling points, but in paid media, they’re often reduced to shorthand – a line of copy, a badge, or a visual cue.

We should be testing how those value propositions are actually communicated.

For example, if sustainability is a core differentiator, the question isn’t just “does mentioning sustainability perform better?” but “what story makes sustainability meaningful to the audience?”.

Paid media is a chance to introduce a brand properly – not just state what it does but show why it matters. It’s also worth remembering that different audiences may respond to different value propositions. A message centred around sustainability may resonate strongly with one audience, while convenience, expertise, or customer service may prove more compelling to another.

One of the advantages of digital marketing is that we can often see these patterns emerge through campaign performance data. Platforms like Meta even provide dedicated experimentation tools, making it easier to understand how different demographics respond to different messages, allowing us to refine our approach over time. Historically, uncovering these nuances would have relied much more heavily on customer research and surveys.

Understanding customer motivation

A strong testing strategy should help uncover motivation, not just performance.

Beyond product features or service benefits, we need to understand what’s actually driving choice.

Sometimes that means breaking down USPs into individual ideas and testing them separately. Other times it means reframing how those benefits are communicated entirely.

Often, the insights are surprising. What feels like a key selling point internally may not be what influences decision-making externally.

That’s why testing shouldn’t simply be about finding a winner. It should be about building a clearer understanding of what matters to different audiences and why.

Pushing creative experimentation further

Visual testing will always be part of paid media optimisation; format, layout, and production style all matter.

But once those basics are established, there’s room to go further.

We’ve seen time and again that high-performing creative doesn’t always need to be highly polished. Simple, idea-led content (even lo-fi or vlog-style execution) can outperform more traditional creative when the message is strong.

That’s why we encourage starting with the idea first, then building the creative around it – not the other way around.

Reminder: Test the message

When we refine how we approach paid media testing, it’s not just about improving efficiency, it’s about improving understanding.

Next time we build out a test, we should be asking:

Are we testing the story, not just the asset?

Are we exploring emotion, not just efficiency?

Are we communicating value, not just visual identity?

Are we understanding motivation, not just conversion?

Are we prioritising ideas, not just execution?

Have we given the test enough time to produce meaningful results?

Are we taking the time to understand what the results are actually telling us?

Testing formats will always have value, but if we only ever test the same variables, we limit what we can learn.

When we push testing further, we don’t just improve performance. We improve our understanding of the people behind the clicks, takeouts which can then be applied across the rest of our marketing mix.

And when we give tests enough time to run, properly analyse the results, and apply those learnings, that’s where meaningful optimisation starts to happen.