Just Released: The Conversion Gap! Our latest research shows why even top brands fail to convert.
Just Released: Why Even Top Brands Fail to Convert
Check out our latest report: The Conversion Gap!
Shopify A/B Testing
How do I interpret A/B test results?
At first, look at the primary metric you set out to test. It could be conversion rate, click-through rate, average order value, etc. Use statistical significance tools (often built into testing platforms) to determine if the result is reliable, not just random. Avoid concluding too early. Short tests or small sample sizes lead to misleading results. Also look at secondary metrics: if a version increased conversions but decreased AOV, is that trade-off worth it? Review behavior flows, bounce rates, and customer feedback alongside hard numbers to get a holistic view. Good interpretation looks beyond raw performance and into user behavior patterns.
Shopify A/B Testing
How do I interpret A/B test results?
At first, look at the primary metric you set out to test. It could be conversion rate, click-through rate, average order value, etc. Use statistical significance tools (often built into testing platforms) to determine if the result is reliable, not just random. Avoid concluding too early. Short tests or small sample sizes lead to misleading results. Also look at secondary metrics: if a version increased conversions but decreased AOV, is that trade-off worth it? Review behavior flows, bounce rates, and customer feedback alongside hard numbers to get a holistic view. Good interpretation looks beyond raw performance and into user behavior patterns.
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Global CRO Agency Services
Ready to Maximize your Website's Potential?
4.5/5 reviews on
Delaware, USA
Subscribe to our newsletter for exclusive updates and insights.
By clicking submit, you agree to the terms and conditions and acknowledge the privacy policy.











Global CRO Agency Services
Ready to Maximize your Website's Potential?
4.5/5 reviews on
Delaware, USA
Subscribe to our newsletter for exclusive updates and insights.
By clicking submit, you agree to the terms and conditions and acknowledge the privacy policy.











Global CRO Agency Services