Simplifying the checkout lifted AOV by 9.9% and RPV by 8.9%, but conversion rate was flat at -1.0%.
Simplified Checkout Process


IF we simplify the checkout process by reducing complexity and improving the flow, THEN conversion rates and revenue will increase BECAUSE users will complete purchases with less friction and fewer abandonment points.
The checkout process was simplified with a streamlined flow that reduced the number of decisions required during purchase completion. Form fields were reorganized and non-essential steps were consolidated. The payment and shipping sections were redesigned for a more intuitive progression through the checkout funnel.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Average order value
Change in revenue per visitor
Revenue change
AOV jumped +9.9% and RPV gained +8.9%, suggesting the simplified checkout encouraged higher-value purchases — possibly by reducing friction that previously caused shoppers to abandon higher-priced carts. However, CR was flat at -1.0% and orders dipped -2.0%, meaning the simplification didn't bring in additional converters. The net RPV gain of +8.9% is a strong positive outcome driven by basket value, but the lack of conversion improvement makes this inconclusive as a traditional checkout optimization. The result suggests the checkout changes benefited committed buyers rather than recovering abandoners.
Detailed results breakdown
Average order value
+9.9%
Lift in conversion rate
-1.0%
Change in revenue per visitor
+8.9%
Change in amount of orders
-2.0%
Revenue change
NaN%
Start with 3 experiments.
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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.
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Other experiments we've run

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-14.4% Conversion rate

Collection Page (PLP)
Desktop Collection Hover Sizing Buttons
Adding clickable size buttons on desktop product cards enabled direct add-to-cart actions, streamlining the shopping experience.
+7.3% Conversion rate

Product Page (PDP)
Prominent Discount Messaging Boosts Conversions and Revenue Across Devices
Highlighting a 10% discount for specific groups led to significant increases in mobile conversions and engagement. Discover how this strategy influenced user behavior.
+1.2% Conversion rate