We tested the impact of highlighting the returns policy on customer confidence and purchase behavior. Discover how this change affected engagement and conversions.
Implementing Returns Policy Advertising


If we emphasize the returns policy, then customer confidence will increase because they know exchanges are easy and hassle-free.
What We Changed
- Highlighted the returns policy on product pages.
- Added an easy-to-understand exchange process.
- Emphasized hassle-free returns flow.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Click-through rate change
Change in amount of clicks
visitors
Key Learnings
- Clear returns policy did not significantly boost conversion rates.
- Slight increase in click-through suggests interest in policy details.
- Highlighting returns policy may reduce bounce rates by providing assurance.
- The change did not drive more cart additions as expected.
Detailed results breakdown
Add-to-cart rate change
-3.6%
Click-through rate change
+0.6%
Change in amount of clicks
+0.5%
visitors
-0.1%
cart adds
-3.7%
Start with 3 experiments.
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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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Why free?
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Our bet
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Other experiments we've run

Product Page (PDP)
Inconclusive
Moving Free Shipping Message Below Add to Cart
Adding a free shipping note under the Add to Cart button aimed to boost conversions by reducing purchase hesitation. See how this simple change impacted key metrics.
-0.2% Conversion rate

Search & Navigation
Inconclusive
Simplified Navigation Bar
Simplifying the navigation bar produced modest positive trends across conversion rate, AOV, and RPV, but none reached statistical significance.
+2.35% (CVR) CVR

Homepage
Winner
Adding Customer UGC to Homepage
Adding a user-generated content block to the homepage showcased real customer experiences and improved engagement. Discover how this change impacted key performance metrics.
+2.1% Clickthrough rate
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