Adding a return policy link to product detail pages aimed to boost conversions by reducing purchase hesitation. Discover how this change impacted key metrics.
Adding Return Policy Link on Product Pages Boosts Customer Trust and Conversion Rates
Goal
Conversion rate
Result
-6.0% Conversion rate
Category
Product Page (PDP)
Outcome
Loss Prevented
Before
After
IF we add a visible return policy link to product detail pages (PDPs), THEN the conversion rate will increase, BECAUSE clearly presenting return information reduces purchase anxiety and builds trust, making users more likely to complete a transaction.
A visible return policy link was added near the Add to Cart section on product detail pages. The link was positioned to be easy to find without interrupting the natural purchase flow.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
+0.8%
Add-to-cart rate change
+0.3%
Click-through rate change
+0.3%
Add-to-cart rate change
Adding a return policy link near the Add to Cart button led to a -6.0% drop in conversion rate and -7.33% revenue decline. While the intent was to reduce purchase anxiety, the link may have actually introduced doubt at the decision point—prompting users to think about returns rather than completing their purchase. The marginal +0.8% add-to-cart lift and -0.4% bounce rate improvement suggest the link didn't hurt initial engagement, but the downstream conversion impact indicates it disrupted buying momentum.
Detailed results breakdown
Add-to-cart rate change
+0.8%
Average order value
-3.7%
Click-through rate change
+0.3%
Lift in conversion rate
-6.0%
Change in revenue per visitor
-6.9%
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