You have set up a pricing page for your course, service, or membership — but you are not sure why the purchase rate is low. A/B testing is a controlled experiment: you test two different versions on the same audience and measure which one performs better.
What is pricing page A/B testing?
You create two versions of your pricing page (A and B), changing only one element at a time — then split traffic evenly and measure conversions. The results tell you which elements actually affect purchase decisions.
Common elements to test on a pricing page:
- How prices are displayed (e.g. "$49" vs "Just $49")
- Position and colour of the CTA button
- Anchor pricing (whether to include a higher-priced tier as a reference point)
- Tier names (Basic/Pro vs Starter/Growth)
- Feature list format: short bullet points vs detailed descriptions
Basic A/B test process for creators
- Pick one element to test: Only change one thing at a time — changing multiple elements means you will not know what made the difference
- Create two versions: A = current version, B = changed version
- Set up traffic splitting: 50/50 if you have enough traffic. Use VWO, Optimizely, or A/B testing built into your platform (Notion, Webflow, etc.)
- Define your conversion event: Click "Buy now", form completion, or completed payment — measure the action you actually want to optimise
- Run long enough: At least two weeks and at least 100 conversions per version to reach statistical significance
- Read results and decide: Which version has a higher conversion rate with ≥ 90% confidence? Use that as your new default
Common mistakes
- Stopping the test early when one version appears to be "winning" — you need enough data
- Testing multiple elements at the same time — you will not know the real cause
- Ignoring seasonality — traffic and buying behaviour vary by day of the week and time of month
Free tools to get started
If you are using simple links, you can try A/B redirects by alternating links manually. If you use a platform with built-in A/B testing (Gumroad, Teachable, Podia), check whether that feature is available on your plan.
Download pricing strategy tutorials from other creators via Klypio YouTube downloader or @KlypioBot.
Also see: pitch deck for brand sponsors, monetise your video library.