What Elements Should You A/B Test?

A/B TEST IDEAS

John LJ

5/8/20241 min read

laptop computer on glass-top table
laptop computer on glass-top table

1. Headlines & Hero Section

The headline is the first thing visitors see. Test different variations that emphasize benefits, urgency, or social proof. Pair this with A/B testing different hero images, videos, or calls to action (CTAs) to see what captures attention best.

2. Call-to-Action (CTA) Buttons

Your CTA buttons are crucial in driving conversions. Test variations in color, placement, size, and wording to determine which encourages the most clicks. For example, “Shop Now” vs. “Get Yours Today.”

3. Navigation & Layout

A cluttered or confusing homepage can deter potential customers. Try different menu structures, homepage layouts, and product displays to see what improves navigation and keeps visitors engaged.

4. Trust Signals

Adding trust elements such as customer reviews, security badges, and money-back guarantees can influence purchase decisions. Test their placement and visibility to see how they impact conversions.

5. Promotions & Offers

Experiment with different discount messages, pop-ups, and banner placements. For example, does “20% Off” perform better than “Buy One Get One Free”?

6. Load Speed & Performance

Even a one-second delay in page load time can decrease conversions. Test different image compression levels, lazy loading, and server optimizations to enhance speed.

How to Run a Homepage A/B Test

1. Define Your Goal

Before running an A/B test, determine what success looks like. Are you looking to increase click-through rates, boost sales, or reduce bounce rates?

2. Identify a Testable Element

Choose one element at a time to test to ensure clear results. Running multiple tests simultaneously can skew data.

3. Create Variations

Design a variation of your homepage with a single change—whether it’s a new CTA button, different imagery, or updated copy.

4. Split Traffic

Use an A/B testing tool (like Google Optimize, Optimizely, or VWO) to randomly split visitors between the control version (A) and the new version (B).

5. Collect Data

Run the test long enough to gather statistically significant results. Depending on your traffic, this could take a few days or a few weeks.

6. Analyze Results & Implement Changes

Once you have enough data, analyze which version performed better and why. If the variation wins, implement the change permanently. If not, test another element.