Browse tests that generated $7.3M in revenue.

Return Policy Information on Product Pages Cuts Conversion Rate 6.0%

Every product page got the return policy near the add-to-cart area to ease purchase doubts. The change lowered sales, and testing showed the cost.

Goal
Conversion rate
Result
-6.0% Conversion rate
Category
Product Page (PDP)
Outcome
Loss Prevented
Before
Return Policy Information on Product Pages Cuts Conversion Rate 6.0% (before)
After
Return Policy Information on Product Pages Cuts Conversion Rate 6.0% (after)

If we add a visible return policy to product pages, then conversion rate will increase because clear return information lowers purchase anxiety and builds trust.

What We Changed

  • Added the return policy to every product page.
  • Placed it near the add-to-cart section or in the product details area.

The Results

How the new version compared with the original, across all devices.

-6.0%

Conversion rate

-6.9%

Revenue per visitor

-3.8%

Orders

Key Learnings

  • Conversion rate fell 6.0% and revenue per visitor 6.9%, with an 82.1% probability that the original performs better.
  • Add-to-cart rate held steady (+0.8%), so the drop came after shoppers added items.
  • Conversion rate fell on both devices: 7.1% on mobile and 4.6% on desktop.
  • The test ran 19 days without reaching significance, so the exact size of the drop is uncertain.

Detailed results breakdown

Conversion rate

-6.0%

Revenue per visitor

-6.9%

Orders

-3.8%

Average order value

-3.7%

Add-to-cart rate

+0.8%


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.