Simplifying product descriptions produced modest gains across conversion rate, AOV, and RPV, but none reached statistical significance.
Simplified Product Descriptions
Goal
CVR
Result
+1.36% (CVR) CVR
Category
Product Page (PDP)
Outcome
Inconclusive
Before
After
IF we simplify product descriptions by focusing on key features and benefits over specifications, THEN conversion rates will improve BECAUSE customers can quickly understand product value and make faster purchasing decisions.
Product descriptions were shortened to focus on key features and benefits rather than detailed specifications. Technical jargon was replaced with simpler, benefit-oriented language. The description format was restructured to lead with the most compelling product attributes.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
+4.8%
Change in revenue per visitor
+3.4%
Average order value
+1.4%
Lift in conversion rate
All revenue metrics moved in a positive direction — CR +1.4%, AOV +3.4%, RPV +4.8% — but none reached the threshold for a statistically significant win. The combined RPV gain of +4.8% is encouraging, suggesting that simpler descriptions do help users convert and spend slightly more. However, with CR only at +1.4% and orders at +0.5%, the effect size is too small to declare a winner. This is a promising direction worth testing further with more pronounced copy changes or a larger sample size.
Detailed results breakdown
Average order value
+3.4%
Lift in conversion rate
+1.4%
Change in revenue per visitor
+4.8%
Change in amount of orders
+0.5%
Revenue change
NaN%
Free Trial
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Who qualifies?
30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.
Running on Shopify or Shopify Plus.
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Investing in paid traffic.
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Our bet
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Other experiments we've run
Product Page (PDP)
Simplified Product Descriptions
Simplifying product descriptions produced modest gains across conversion rate, AOV, and RPV, but none reached statistical significance.
+1.36% (CVR) CVR
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Adding clickable size buttons to product cards on desktop streamlined the shopping process, enhancing the add-to-cart rate.
+0.0% Conversion rate