Adding a free shipping message to the product page was tested to see if it boosts conversions. Discover how this simple change impacted customer behavior.
Adding Free Shipping Message Boosts Conversion


If we display a clear free shipping message on the PDP, then conversions will increase because users will feel more confident about their purchase by reducing uncertainty about additional costs.
What We Changed
- Added a "This product is eligible for free shipping" message on the product detail page.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Change in revenue per visitor
Average order value
Lift in conversion rate
Key Learnings
- Highlighting free shipping increased user confidence and reduced purchase hesitation.
- The message led to higher average order values, suggesting users bought more or higher-priced items to hit the threshold.
- Revenue per visitor improved, indicating more effective conversion from visits.
- Conversion rates increased, but total order count remained stable, showing more value per transaction.
Detailed results breakdown
Average order value
+7.0%
Lift in conversion rate
+3.7%
Change in revenue per visitor
+10.9%
Change in amount of orders
0.0%
Revenue change
NaN%
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)

Collection Page (PLP)
Enhanced Navigation Clarity with Breadcrumbs on Collection Pages
Adding breadcrumbs to collection pages improved navigation and boosted user engagement. Learn how this change impacted key metrics.
+1.8% Conversion rate

Collection Page (PLP)
Displaying Collection Name
Adding the collection name to the top of the page aimed to improve customer navigation. Discover the impact on conversion rates and user engagement.
-1.0% Conversion rate