The minicart put a high-contrast checkout button first and dropped the chat widget and recommendations. Sales fell, and testing showed the cost.
A Checkout-First Minicart Redesign Cuts Conversion Rate 9.9%


If we move and restyle the checkout button to be more prominent and remove the chat button from the minicart, then minicart-to-checkout conversion will increase because a clearer call to action and fewer distractions help shoppers finish their purchase.
What We Changed
- Restyled the checkout button with a high-contrast color and a lock icon.
- Moved the checkout button to the most prominent spot in the minicart.
- Removed the product recommendations widget and the chat widget from the minicart.
- Adjusted spacing on both mobile and desktop.
The Results
How the new version compared with the original, across all devices.
Conversion rate
Revenue per visitor
Average order value
Key Learnings
- Conversion rate fell 9.9% and revenue per visitor 18.2%, and the original had a 77.6% probability of performing better.
- Click-through rate rose 8.5%, so more shoppers left the minicart for the next step, but fewer finished an order.
- Average order value fell 13.2%, which may reflect the missing product recommendations.
- The test ran only 7 days, so the size of the drop is uncertain. Conversion fell on both mobile and desktop, though.
Detailed results breakdown
Conversion rate
-9.9%
Revenue per visitor
-18.2%
Average order value
-13.2%
Orders
-8.8%
Click-through rate
+8.5%
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.
Other experiments we've run

Product Page (PDP)
Positive signal
Delaying the Promo Pop-Up by 60 Seconds Shows a 7.9% Conversion Rate Lift
The promotional pop-up waited until visitors had spent 60 seconds on the page instead of appearing right away. See how 23,328 visitors responded.
+7.9% Conversion rate

Collection Page (PLP)
Inconclusive
Redesigned Product Cards on Collection Pages Make No Clear Difference to Conversion Rate
Collection pages got cleaner product cards with redesigned badges and room for pricing details. Across 49,799 visitors, sales didn't move.
+0.6% Conversion rate

Product Page (PDP)
Inconclusive
A Product Page Benefits Section Shows Mixed Results on Conversion and Revenue
Product pages got a new benefits section, customer photos and a reworked reviews block. See how conversion and order value moved over 28 days.
+10.4% Conversion rate
Talk to a human