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Shopify CRO Tips & Test Ideas | April 2026

Here are some of our top April testing ideas and tips to help you drive growth and scale revenue.

1. Sticky promo bar → +6.9% CR

WHY IT WORKED:

A constant reminder like "Free returns" keeps a key reason to continue visible throughout the browsing and decision process.

Less doubt → more clicks into PDPs → more checkouts.

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2. Checkout: “You’ve got free shipping!” → +8.5% CR

WHY IT WORKED:

Checkout is where doubt gets loud. When you confirm the win (free shipping unlocked) → you REFOCUS users from doubt to progress.

Important: Personalize this message to appear only when users reach the free shipping threshold.

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3. PDP: Product recs moved up → +6% revenue

WHY IT WORKED:

For new shoppers landing on PDPs from ads, the product recommendations were moved to the top of the page.

1. Low prices pull shoppers in → showing slightly pricier alternatives right away can push them to upgrade. RESULT: higher AOV. 

2. More options early → more chances to buy. RESULT: higher CR.

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4. Cart: Bigger product image → +5.2% revenue

WHY IT WORKED:

Bigger visual = faster reassurance.

No squinting. No bouncing back to PDP to double-check.

TIP: Add a zoom button to let them see every detail before they commit.

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