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
Start with 3 experiments.
Zero cost.
Get a taste of our service. We'll analyze your store, pinpoint low-hanging fruit, design, implement and test solutions to lift your conversion rate in 30 days.
Who qualifies?
30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.
Running on Shopify or Shopify Plus.
Our specialty - we don't work with other platforms.
Investing in paid traffic.
We work with stores committed to growth, not hobbyists.
Ready to invest in systematic CRO.
You understand testing takes time - no magic bullets.
Why free?
The best proof is results. Three real experiments show you exactly how we work and whether it drives revenue for your specific store. You keep everything - no strings attached.
Our bet
We're confident enough in our process to invest our time upfront. If the tests work, you'll see the value in continuing at $5,950/month. If not, you got free optimization work.
Limited spots
We take only 4 free trials monthly to maintain quality. Each trial gets our full attention and expertise. If you qualify, secure your spot before this month fills up.
Other experiments we've run
Product Page (PDP)
Boosting AOV with Collar and Sleeve Bundle Promotion on PDP
Adding a bundle promotion near the Add to Cart button aimed to boost average order value. See how this change impacted customer behavior and sales.
+0.6% Revenue per visitor (RPV)
Product Page (PDP)
Personalized PDP Layout for Returning Visitors
Personalizing product pages for returning visitors aimed to boost conversion rates. Discover the impact on user engagement and sales.
-2.8% Conversion rate
Cart
Visual free shipping progress indicator
A visual indicator was added to the minicart to show how close users are to free shipping. Discover how this change impacted user behavior and average order value.
-5.9% Conversion rate