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AB-testing: what is it and how to use it in your SME marketing?

AB-testing lets you test two or more variants of marketing statements to make data-driven choices. For SME marketers, this means: less guessing, more results. It is applicable to landing pages, newsletters, ads and more.

1 min leestijd Ploko team ab-testing

Introductie

Many SMEs doubt whether their marketing is really optimal. AB-testing offers a low-threshold and data-driven approach to replace doubts with insight. By directly comparing two or more variants - for example of a landing page, call-to-action or e-mail campaign - you discover what really works best. Large companies apply this as standard, but it is especially valuable for SME marketers: you increase conversion, reduce costs and know for sure what your customer is responding to.

What is AB-testing?

AB testing, also known as A/B testing or split testing, is a method where you test two or more variants of a marketing expression - such as a landing page, email or ad - simultaneously on different visitor groups to determine which variant performs best in terms of conversion, click rate or other measurable goals. By systematically experimenting with variants, SME marketers can optimise their marketing channels in a data-driven way, reduce costs and better understand customer behaviour.

Kort samengevat

AB testing allows you to test two or more variants of marketing communications to make data-driven decisions.

Voordelen

  • Increased conversion

    AB testing generates more leads or purchases because you use proven methods that resonate best with your customers.

  • Lower marketing costs

    By continuously optimizing ads and landing pages, you get more out of your budget and prevent waste.

  • Instant insight into customer preferences

    Split campaigns show you objectively what your target audience responds to, without making assumptions.

  • Better justification of decisions

    You make decisions based on numbers, not gut, causing your marketing to continuously become smarter.

Nadelen / Beperkingen

  • Limited with low traffic

    With too few visitors or recipients, AB testing does not yield statistically reliable insights.

  • Not everything is measurable

    Some marketing elements or goals are difficult to test properly or are subject to external influence.

  • Time investment

    Setting up, monitoring, and analyzing good A/B tests takes time and attention.

Voorbeelden

  • A/B test headers on a landing page

    An SME is testing two headlines on their quotation page; version B turns out to yield 23% more forms.

  • Email newsletter subject line testing

    Send the same newsletter with two different subject lines: the eye-catching variant results in an 8% higher open rate.

  • Split test of Facebook ad images

    By testing two different images in one campaign, the click-through rate increases by 14%.

Stap-voor-stap

  1. 1. Formulate a hypothesis

    Set a sharp expectation: for example, ‘A blue button will yield more conversions than a red one.’

  2. 2. Select the element you want to test

    Decide exactly which part you want to compare, such as a text line, image, button or subject line.

  3. 3. Set up the test in an AB-testing tool

    Use a tool to randomly distribute your website traffic or your email subscribers between the two (or more) variants.

  4. 4. Collect data until you have sufficient volume

    Run the test until you reach statistical significance. This takes longer with low traffic.

  5. 5. Analyse and implement the best-performing variant

    Review the results and roll out the winning variant on your website, newsletter or ad campaign.

Tools

  • VWO (Visual Website Optimizer) Bekijk →

    User-friendly tool for websites and landing pages; supports both basic and advanced AB testing.

  • MailChimp Bekijk →

    Well-known email marketing platform with built-in A/B testing functionality, ideal for testing subject lines or content blocks.

  • Google Optimize (alternative: Convert.com) Bekijk →

    Previously free website testing tool, with Convert.com as SME-friendly alternative for landing page split tests.

Use cases

  • Optimise form layout on request page

    An SME is testing different layouts of the quotation form: short versus extensive. The short form results in 18% more requests.

  • Choosing the best newsletter subject line

    A bakery sends the newsletter with two subject lines. The personal version ('Hi Anna, these are the spring cakes!') scores significantly better.

  • Optimising product images in a webshop

    A local electronics store tests clear product photos versus lifestyle images for laptops. The clear photos increase the number of 'Add to cart' clicks by 12%.

Veelgestelde vragen

For a reliable AB test, you usually need several hundred visitors per variant. If you have less traffic, focus on large differences or choose longer test periods.

Check that your test results are statistically significant - modern tools do this automatically, but always check that you have collected enough data.

Many AB testing tools are intuitive and do not require programming knowledge. Platforms like VWO or e-mail tools have user-friendly interfaces for non-technical users.

Setting up usually takes 30 minutes to a couple of hours. The duration of the test depends on your website traffic and the desired confidence level.

Start with one element at a time for clear conclusions. If you want more complex testing, look at multivariate testing, but keep it simple as a beginner.

Giovanni Pira Erik Plomp

Geschreven door het Ploko team

Dit artikel is geschreven door het team van Giovanni Pira en Erik Plomp — oprichters van Ploko. Wij combineren e-commerce, AI en online marketing tot strategieën die écht resultaat opleveren voor ondernemers.

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