Browse tests that generated $7.3M in revenue.

Context-aware shipping message

Marsh Wear tested a refined free shipping message on product pages. Learn how this change affected conversion rates and site behavior.

Goal
Conversion rate
Result
-5.5% Conversion rate
Category
Product Page (PDP)
Outcome
Loss Prevented
Before
Context-aware shipping message (before)
After
Context-aware shipping message (after)

If we display only one clear, context-specific shipping message based on product price, then conversion rate will increase because users will better understand the shipping benefit for specific items.

What We Changed

  • Displayed only one context-aware free shipping message per product.
  • Used specific messaging based on product price.
  • Removed redundant shipping information.

The Results

We dig through every data source to map what's actually broken. By the end, there's no confusion.

+4.1%

Change in amount of clicks

+3.7%

Click-through rate change

+0.4%

visitors

Key Learnings

  • Simplifying messages did not improve conversion as expected.
  • Reduced messaging may have decreased perceived value.
  • Context-specific messaging requires further exploration.

Detailed results breakdown

Add-to-cart rate change

-1.0%

Average order value

-4.2%

Click-through rate change

+3.7%

Lift in conversion rate

-5.5%

Change in revenue per visitor

-9.0%


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.