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winner+22.5% lift

Homepage: Product / Course Links on Homepage

Hypothesis

Surfacing specific product or course links (not just generic CTAs) on the homepage will increase direct product engagement and sales.

Copy & MessagingHomepageE-commerceproduct exposuredeep linkssurfaced contentsales

Test Results

Key Learning

Problem: The primary call-to-action on the homepage isn't converting at its potential — design, copy, or placement may be the bottleneck.

What worked: Homepages that only show generic CTAs miss the opportunity to funnel users directly into relevant products. Adding specific product highlights or deep links gives users a faster path to purchase. Works best when you have multiple distinct offerings. (+22.5% lift)

Takeaway: This is a significant win worth prioritizing for implementation. Use this win as a foundation for further iteration on adjacent elements.

How to Apply This to Your Site

This experiment demonstrated that homepage: product / course links on homepage can produce a +22.5% improvement in conversions. The test was run on a homepage page in the e-commerce industry.

Before you test: Consider that copy & messaging tests typically require adequate traffic to reach statistical significance. Run your test for at least 2 full business cycles to account for weekly traffic patterns.

This result reached 95% statistical confidence, meaning there is a very low probability the observed effect was due to chance. Results at this confidence level are generally considered reliable for making business decisions.

What Was Tested

Test #279 (+50.6% sales): 3 additional course links with descriptions added to homepage. Test #410 (+16.8% sales): component linking to a detailed course landing page tested vs generic lead generation only. Both demonstrated that specific product exposure on the homepage drives incremental sales.

Methodology

Confidence Level
95%
Lift Range
10.0% to 35.0%

Build On These Learnings

Save your own experiments, spot winning patterns across your test history, and stop repeating what's already been tried.

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