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6 Real Examples and Case Studies of A/B Testing
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rounded-lg max-lg:border max-lg:border-grey-pastel max-lg:p-5 max-lg:pb-4"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 !origin-bottom-left" style="transform:scale(0)"></div></div><div class="z-10 flex space-x-3 lg:items-center lg:rounded-lg"><div class="relative z-10 h-[2.25rem] w-[2.25rem] shrink-0 overflow-hidden rounded-[.25rem] lg:h-8 lg:w-8 lg:rounded-[0.125rem]"><img alt="Experience Analytics Icon" loading="lazy" width="32" height="33" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/1zNQ5Gd3LGGKaEN0Iqh8Uk/24fa9153263087ee32cc4256e6b6aeb1/experience-analytics_Icon.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/1zNQ5Gd3LGGKaEN0Iqh8Uk/24fa9153263087ee32cc4256e6b6aeb1/experience-analytics_Icon.svg?w=64&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/1zNQ5Gd3LGGKaEN0Iqh8Uk/24fa9153263087ee32cc4256e6b6aeb1/experience-analytics_Icon.svg?w=64&q=100&fit=fill"/></div><div class="relative z-10 max-lg:space-y-1"><div class="relative z-[5] flex items-center space-x-2 lg:mb-1 lg:space-x-0"><span class="submenu-card-heading heading-14">Experience Analytics</span><div class="w-4 shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div><p class="text-12 opacity-[.65]">Visualize journeys and level up engagement</p><a aria-label="Experience Analytics" class="absolute inset-0 z-[5]" href="/platform/experience-analytics/"></a></div><div class="relative z-[5] !ml-auto hidden w-4 shrink-0 -translate-x-1 scale-50 opacity-0 transition-[opacity,transform] duration-300 ease-in-out group-hover:translate-x-0 group-hover:scale-100 group-hover:opacity-100 lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></div></li><li class="space-y-3 rounded-lg max-lg:border max-lg:border-grey-pastel max-lg:p-5 max-lg:pb-4"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 !origin-bottom-left" style="transform:scale(0)"></div></div><div class="z-10 flex space-x-3 lg:items-center lg:rounded-lg"><div class="relative z-10 h-[2.25rem] w-[2.25rem] shrink-0 overflow-hidden rounded-[.25rem] lg:h-8 lg:w-8 lg:rounded-[0.125rem]"><img alt="Product Analytics Icon" loading="lazy" width="32" height="33" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/4YUBF2yJs3o6U1T6xy4Yl7/2f2fa56cc720433ea57f07b92e34f7f6/product-analytics.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/4YUBF2yJs3o6U1T6xy4Yl7/2f2fa56cc720433ea57f07b92e34f7f6/product-analytics.svg?w=64&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/4YUBF2yJs3o6U1T6xy4Yl7/2f2fa56cc720433ea57f07b92e34f7f6/product-analytics.svg?w=64&q=100&fit=fill"/></div><div class="relative z-10 max-lg:space-y-1"><div class="relative z-[5] flex items-center space-x-2 lg:mb-1 lg:space-x-0"><span class="submenu-card-heading heading-14">Product Analytics</span><div class="w-4 shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div><p class="text-12 opacity-[.65]">Get the whole picture of multi-session journeys</p><a aria-label="Product Analytics" class="absolute inset-0 z-[5]" href="/platform/product-analytics/"></a></div><div class="relative z-[5] !ml-auto hidden w-4 shrink-0 -translate-x-1 scale-50 opacity-0 transition-[opacity,transform] duration-300 ease-in-out group-hover:translate-x-0 group-hover:scale-100 group-hover:opacity-100 lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></div></li><li class="space-y-3 rounded-lg max-lg:border max-lg:border-grey-pastel max-lg:p-5 max-lg:pb-4"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 !origin-bottom-left" style="transform:scale(0)"></div></div><div class="z-10 flex space-x-3 lg:items-center lg:rounded-lg"><div class="relative z-10 h-[2.25rem] w-[2.25rem] shrink-0 overflow-hidden rounded-[.25rem] lg:h-8 lg:w-8 lg:rounded-[0.125rem]"><img alt="Voice Of Customer Icon" loading="lazy" width="32" height="33" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5mTjvKCNm6NzGsszOzgjGl/634860682d77b8d395e54c3e91496841/VOC_Icon.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5mTjvKCNm6NzGsszOzgjGl/634860682d77b8d395e54c3e91496841/VOC_Icon.svg?w=64&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5mTjvKCNm6NzGsszOzgjGl/634860682d77b8d395e54c3e91496841/VOC_Icon.svg?w=64&q=100&fit=fill"/></div><div class="relative z-10 max-lg:space-y-1"><div class="relative z-[5] flex items-center space-x-2 lg:mb-1 lg:space-x-0"><span class="submenu-card-heading heading-14">Voice of Customer</span><div class="w-4 shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div><p class="text-12 opacity-[.65]">Make better decisions with fast user feedback</p><a aria-label="Voice of Customer" class="absolute inset-0 z-[5]" href="/platform/voice-of-customer/"></a></div><div class="relative z-[5] !ml-auto hidden w-4 shrink-0 -translate-x-1 scale-50 opacity-0 transition-[opacity,transform] duration-300 ease-in-out group-hover:translate-x-0 group-hover:scale-100 group-hover:opacity-100 lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></div></li><li class="space-y-3 rounded-lg max-lg:border max-lg:border-grey-pastel max-lg:p-5 max-lg:pb-4"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 !origin-bottom-left" style="transform:scale(0)"></div></div><div class="z-10 flex space-x-3 lg:items-center lg:rounded-lg"><div class="relative z-10 h-[2.25rem] w-[2.25rem] shrink-0 overflow-hidden rounded-[.25rem] lg:h-8 lg:w-8 lg:rounded-[0.125rem]"><img alt="Experience Monitoring Icon" loading="lazy" width="32" height="33" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/7bX0tCQkpfOsX7rUPdsJsv/6c0ca8717d628c7168e540fd1b1bcea6/Experience_Monitoring_Icon.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/7bX0tCQkpfOsX7rUPdsJsv/6c0ca8717d628c7168e540fd1b1bcea6/Experience_Monitoring_Icon.svg?w=64&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/7bX0tCQkpfOsX7rUPdsJsv/6c0ca8717d628c7168e540fd1b1bcea6/Experience_Monitoring_Icon.svg?w=64&q=100&fit=fill"/></div><div class="relative z-10 max-lg:space-y-1"><div class="relative z-[5] flex items-center space-x-2 lg:mb-1 lg:space-x-0"><span class="submenu-card-heading heading-14">Experience Monitoring</span><div class="w-4 shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div><p class="text-12 opacity-[.65]">Power up performance and remove friction</p><a aria-label="Experience Monitoring" class="absolute inset-0 z-[5]" href="/platform/experience-monitoring/"></a></div><div class="relative z-[5] !ml-auto hidden w-4 shrink-0 -translate-x-1 scale-50 opacity-0 transition-[opacity,transform] duration-300 ease-in-out group-hover:translate-x-0 group-hover:scale-100 group-hover:opacity-100 lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></div></li></ul><div class="border-grey-pastel max-lg:rounded-lg max-lg:border max-lg:p-5 md:col-span-3"><span class="submenu-heading mb-2 opacity-[.65] lg:mb-4 lg:mt-2 lg:pl-[0.625rem]">Features</span><ul><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Session Replay" class="absolute inset-0 z-20" href="/platform/capabilities/session-replay/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Session Replay Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/nCI0BAucJJyAEr41YWyUy/bb803f6cdd3e95eb6f6173e65747cdf7/Session_Replay_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/nCI0BAucJJyAEr41YWyUy/bb803f6cdd3e95eb6f6173e65747cdf7/Session_Replay_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/nCI0BAucJJyAEr41YWyUy/bb803f6cdd3e95eb6f6173e65747cdf7/Session_Replay_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Session Replay</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Heatmaps" class="absolute inset-0 z-20" href="/platform/capabilities/heatmaps/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Heatmaps Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/1DxfZwGaWOx0bzP72oqmUW/7056b2ca6cfb613bb65bcdc21afb9f7e/Heatmaps_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/1DxfZwGaWOx0bzP72oqmUW/7056b2ca6cfb613bb65bcdc21afb9f7e/Heatmaps_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/1DxfZwGaWOx0bzP72oqmUW/7056b2ca6cfb613bb65bcdc21afb9f7e/Heatmaps_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Heatmaps</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Journey Analysis" class="absolute inset-0 z-20" href="/platform/capabilities/journeys/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Journeys Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/4fUaI1HYOXYt33AhNP0QyJ/afeace35980d614f3827663655b0c3e2/Journeys_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/4fUaI1HYOXYt33AhNP0QyJ/afeace35980d614f3827663655b0c3e2/Journeys_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/4fUaI1HYOXYt33AhNP0QyJ/afeace35980d614f3827663655b0c3e2/Journeys_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Journey Analysis</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Web Analytics" class="absolute inset-0 z-20" href="/platform/web-analytics/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Web Analytics Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/2fgTpATNONFvjWbHqCBQVT/aeaa5b5a042b3704981cf6aaf88d493d/Web_Analytics_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/2fgTpATNONFvjWbHqCBQVT/aeaa5b5a042b3704981cf6aaf88d493d/Web_Analytics_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/2fgTpATNONFvjWbHqCBQVT/aeaa5b5a042b3704981cf6aaf88d493d/Web_Analytics_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Web Analytics</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Error & Frustration" class="absolute inset-0 z-20" href="/platform/capabilities/error-analysis/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Errors Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/2bxEPEPyHz0CzQXq51woc5/41f07db2eb24fb7529102b4f5cb5a2c8/Errors_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/2bxEPEPyHz0CzQXq51woc5/41f07db2eb24fb7529102b4f5cb5a2c8/Errors_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/2bxEPEPyHz0CzQXq51woc5/41f07db2eb24fb7529102b4f5cb5a2c8/Errors_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Error & Frustration</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Mobile Apps" class="absolute inset-0 z-20" href="/platform/capabilities/mobile/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 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srcSet="//images.ctfassets.net/gwbpo1m641r7/mgBFXwWsaiiIDXXHtPexB/efc008ff8cfd311d3c660c39efa3b093/Boost_A_B_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/mgBFXwWsaiiIDXXHtPexB/efc008ff8cfd311d3c660c39efa3b093/Boost_A_B_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/mgBFXwWsaiiIDXXHtPexB/efc008ff8cfd311d3c660c39efa3b093/Boost_A_B_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Boost A/B testing results</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Find & fix errors" class="absolute inset-0 z-20" href="/solutions/use-case/find-and-fix-errors/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Find Errors Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/45F4fJIFKSJGUmMFXh5Bsx/fcffbcbeeeecd0f489cee6281d13c77d/Find_Errors_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/45F4fJIFKSJGUmMFXh5Bsx/fcffbcbeeeecd0f489cee6281d13c77d/Find_Errors_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/45F4fJIFKSJGUmMFXh5Bsx/fcffbcbeeeecd0f489cee6281d13c77d/Find_Errors_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Find & fix errors</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Act on feedback" class="absolute inset-0 z-20" href="/solutions/use-case/feedback/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Act on Feedback Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/fSdXzDo0BZAwqA4zKfrkT/2bbc005d2ef89a85934ed38aa1c61d0c/Act_on_Feedback_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/fSdXzDo0BZAwqA4zKfrkT/2bbc005d2ef89a85934ed38aa1c61d0c/Act_on_Feedback_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/fSdXzDo0BZAwqA4zKfrkT/2bbc005d2ef89a85934ed38aa1c61d0c/Act_on_Feedback_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Act on feedback</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li></ul></ul><ul class="border-grey-pastel max-lg:rounded-lg max-lg:border max-lg:p-5 max-lg:pb-4 lg:border-r lg:px-[1.1rem] lg:py-6 basis-[29.53%]"><span class="submenu-heading mb-3 opacity-[.65] md:mb-4 md:pl-[0.625rem]">For Teams</span><ul><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Digital Marketing" class="absolute inset-0 z-20" href="/solutions/teams/digital-marketing/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Digital Marketing Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5t1Dly1OwsTRUCmH8hIGHQ/9f3923dcacafa6fa2953a21dfbda8c9e/Digital_Marketing_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5t1Dly1OwsTRUCmH8hIGHQ/9f3923dcacafa6fa2953a21dfbda8c9e/Digital_Marketing_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5t1Dly1OwsTRUCmH8hIGHQ/9f3923dcacafa6fa2953a21dfbda8c9e/Digital_Marketing_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Digital Marketing</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Product" class="absolute inset-0 z-20" href="/solutions/teams/product/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Product Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5RhbkqNTlr1oXS1fHgg8Kp/96fe5b1207d026212e741eef00f816e5/Product_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5RhbkqNTlr1oXS1fHgg8Kp/96fe5b1207d026212e741eef00f816e5/Product_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5RhbkqNTlr1oXS1fHgg8Kp/96fe5b1207d026212e741eef00f816e5/Product_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Product</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Analytics" class="absolute inset-0 z-20" href="/solutions/teams/analytics/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Analytics Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/2cYX4NeSttp5rTUOXXE98q/0f4aa0dfebb6513e64ae94da554e9ce1/Analytics_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/2cYX4NeSttp5rTUOXXE98q/0f4aa0dfebb6513e64ae94da554e9ce1/Analytics_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/2cYX4NeSttp5rTUOXXE98q/0f4aa0dfebb6513e64ae94da554e9ce1/Analytics_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Analytics</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="eCommerce" class="absolute inset-0 z-20" href="/solutions/teams/ecommerce/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Ecommerce Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5GKw5XwKzLISIMoUfBBxzf/b3ff49a117b05b431201ba4c34bf23b0/Ecommerce_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5GKw5XwKzLISIMoUfBBxzf/b3ff49a117b05b431201ba4c34bf23b0/Ecommerce_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5GKw5XwKzLISIMoUfBBxzf/b3ff49a117b05b431201ba4c34bf23b0/Ecommerce_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">eCommerce</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Design & UX" class="absolute inset-0 z-20" href="/solutions/teams/design-ux/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Icon — Pencil & Ruler" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/4tAs2bqLywqyrTspTmerMH/c213072aed52120bd53067c985f9a056/Design_UX_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/4tAs2bqLywqyrTspTmerMH/c213072aed52120bd53067c985f9a056/Design_UX_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/4tAs2bqLywqyrTspTmerMH/c213072aed52120bd53067c985f9a056/Design_UX_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Design & UX</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Technical & IT" class="absolute inset-0 z-20" href="/solutions/teams/tech-and-it/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Tech IT Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/2MdNK6i7YgQs5HPYXl3jQP/2fd7a7ffc116d2b3424e3778f2a65b24/Tech_IT_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/2MdNK6i7YgQs5HPYXl3jQP/2fd7a7ffc116d2b3424e3778f2a65b24/Tech_IT_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/2MdNK6i7YgQs5HPYXl3jQP/2fd7a7ffc116d2b3424e3778f2a65b24/Tech_IT_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Technical & IT</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li></ul></ul><ul class="border-grey-pastel max-lg:rounded-lg max-lg:border max-lg:p-5 max-lg:pb-4 lg:border-r lg:px-[1.1rem] lg:py-6 lg:!border-0 basis-[32.47%]"><span class="submenu-heading mb-3 opacity-[.65] md:mb-4 md:pl-[0.625rem]">For Industries</span><ul><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="BFSI" class="absolute inset-0 z-20" href="/solutions/industry/banking-and-financial-services/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="BFSI Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/6ASTVgiv7JazqFP5GPLttl/ad5085f12e0dc49d51c4ba37a09f8a2a/BFSI_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/6ASTVgiv7JazqFP5GPLttl/ad5085f12e0dc49d51c4ba37a09f8a2a/BFSI_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/6ASTVgiv7JazqFP5GPLttl/ad5085f12e0dc49d51c4ba37a09f8a2a/BFSI_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">BFSI</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="eCommerce & Retail" class="absolute inset-0 z-20" href="/solutions/industry/ecommerce-retail/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Icon — Shopping Bag" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/27ayXju92YK1eAVrDz7KS/4121cd8fe8fe3269aef306c52d4203af/Ecommerce_Travel_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/27ayXju92YK1eAVrDz7KS/4121cd8fe8fe3269aef306c52d4203af/Ecommerce_Travel_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/27ayXju92YK1eAVrDz7KS/4121cd8fe8fe3269aef306c52d4203af/Ecommerce_Travel_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">eCommerce & Retail</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Tech" class="absolute inset-0 z-20" href="/solutions/industry/tech-saas/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Tech Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/3mMpcixbazz9CsnBM4oX8G/38e99e455067eeb2a14c3fa59c7dbdd0/Tech_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/3mMpcixbazz9CsnBM4oX8G/38e99e455067eeb2a14c3fa59c7dbdd0/Tech_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/3mMpcixbazz9CsnBM4oX8G/38e99e455067eeb2a14c3fa59c7dbdd0/Tech_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Tech</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Travel & Hospitality" class="absolute inset-0 z-20" href="/solutions/industry/travel-hospitality/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Travel Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/1HIDkaNX5suLgYKBXgffF4/04387001a686ef35345fa1d55be0c2ad/Travel_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/1HIDkaNX5suLgYKBXgffF4/04387001a686ef35345fa1d55be0c2ad/Travel_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/1HIDkaNX5suLgYKBXgffF4/04387001a686ef35345fa1d55be0c2ad/Travel_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Travel & Hospitality</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="B2B" class="absolute inset-0 z-20" href="/solutions/industry/b2b/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="B2B Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/cl97CnWwAtG4I597SkQ4c/c2f490931c6b24ffb871f9455a0ad476/B2B_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/cl97CnWwAtG4I597SkQ4c/c2f490931c6b24ffb871f9455a0ad476/B2B_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/cl97CnWwAtG4I597SkQ4c/c2f490931c6b24ffb871f9455a0ad476/B2B_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">B2B</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li><li><div class="group relative flex items-center py-[0.513rem] md:justify-between lg:px-[0.625rem]"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(0)"></div></div><a target="" aria-label="Public Sector" class="absolute inset-0 z-20" href="/solutions/industry/public-sector/"></a><div class="z-10 flex items-center"><div class="relative mr-[0.625rem] h-4 w-4 flex-shrink-0 rounded-[0.125rem]"><img alt="Public Sector Icon" loading="lazy" width="16" height="16" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5x4SrmYiowLbOh565xKhWi/131aa53efdac765170018a3de95baf35/Public_Sector_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5x4SrmYiowLbOh565xKhWi/131aa53efdac765170018a3de95baf35/Public_Sector_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5x4SrmYiowLbOh565xKhWi/131aa53efdac765170018a3de95baf35/Public_Sector_Icon.svg?w=32&q=100&fit=fill"/></div><span class="text-14 mr-1">Public Sector</span></div><div class="z-20 ml-2 w-[.6rem] flex-shrink-0 transform transition-transform duration-200 max-lg:hidden md:ml-6 md:group-hover:translate-x-1"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 11 11" fill="none" class=""><title>Arrow</title><path d="M6.36482 0.293945L10.9998 4.92895V5.40895L6.33482 10.0889L5.46482 8.70895L8.10482 6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div><div class="!ml-auto w-4 flex-shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></li></ul></ul></menu></div></div></li><li><a class="transition-opacity duration-300 hover:opacity-30" href="/customers/"><span class="main-menu-item">Customers</span></a></li><li class="relative"><button type="button" aria-label="Open undefined submenu" class="transition-opacity duration-300 hover:opacity-30 false"><span class="main-menu-item">Resources</span></button><div class="submenu-transition left-[-50%] z-[5] w-max origin-top-left text-black lg:absolute lg:top-[200%]" style="transform:scale(0.7) translateX(-34.8%)" aria-hidden="true"><div class="z-10 overflow-hidden rounded-xl pointer-events-none invisible absolute left-0 h-0 w-0 opacity-0"><menu class="grid overflow-hidden rounded-lg max-lg:gap-y-4 lg:w-[57.375rem] lg:grid-cols-3"><div class="lg:border-r lg:border-grey-pastel lg:p-6"><div class="relative mb-4 aspect-[247/145] w-full overflow-hidden rounded-lg md:mb-5"><img alt="Resources Menu Thumbnail" loading="lazy" width="247" height="145" decoding="async" data-nimg="1" class="h-full w-full object-cover" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5icjHvgMtFOl1VEplPE28O/903168c844941437ac9005c2f31edd1e/Resources_Menu_Thumbnail.svg?w=256&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5icjHvgMtFOl1VEplPE28O/903168c844941437ac9005c2f31edd1e/Resources_Menu_Thumbnail.svg?w=640&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5icjHvgMtFOl1VEplPE28O/903168c844941437ac9005c2f31edd1e/Resources_Menu_Thumbnail.svg?w=640&q=100&fit=fill"/></div><div class="max-lg:rounded-lg max-lg:border max-lg:border-grey-pastel max-lg:p-5 max-lg:pb-4"><span class="submenu-heading mb-3 opacity-[.65]">Resource By Type</span><ul class=""><li><a class="group flex items-center p-1 max-lg:justify-between max-lg:space-x-3 max-lg:px-0" target="" aria-label="Blog" href="/blog/"><span class="text-14">Blog</span><div class="w-4 shrink-0 transform transition-transform md:mt-px md:group-hover:translate-x-0.5"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></a></li><li><a class="group flex items-center p-1 max-lg:justify-between max-lg:space-x-3 max-lg:px-0" target="" aria-label="Guides" href="/guides/"><span class="text-14">Guides</span><div class="w-4 shrink-0 transform transition-transform md:mt-px md:group-hover:translate-x-0.5"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></a></li><li><a class="group flex items-center p-1 max-lg:justify-between max-lg:space-x-3 max-lg:px-0" target="" aria-label="eBooks & Reports" href="/ebooks-reports/"><span class="text-14">eBooks & Reports</span><div class="w-4 shrink-0 transform transition-transform md:mt-px md:group-hover:translate-x-0.5"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></a></li><li><a class="group flex items-center p-1 max-lg:justify-between max-lg:space-x-3 max-lg:px-0" target="" aria-label="Partner Stories" href="/partner-stories/"><span class="text-14">Partner Stories</span><div class="w-4 shrink-0 transform transition-transform md:mt-px md:group-hover:translate-x-0.5"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></a></li><li><a class="group flex items-center p-1 max-lg:justify-between max-lg:space-x-3 max-lg:px-0" target="" aria-label="Events & Webinars" href="/events/"><span class="text-14">Events & Webinars</span><div class="w-4 shrink-0 transform transition-transform md:mt-px md:group-hover:translate-x-0.5"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></a></li></ul></div></div><ul class="max-lg:divide-y max-lg:divide-grey-pastel lg:space-y-3 lg:border-r lg:border-grey-pastel lg:p-6"><li class="space-y-3 max-lg:py-5 max-lg:first:pt-4 max-lg:last:pb-4 lg:rounded-lg"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 !origin-bottom-left" style="transform:scale(0)"></div></div><div class="z-10 flex space-x-3 lg:items-center lg:rounded-lg"><div class="relative z-10 h-[2.25rem] w-[2.25rem] shrink-0 overflow-hidden rounded-[.25rem] lg:h-8 lg:w-8 lg:rounded-[0.125rem]"><img alt="CX-Circle Icon" loading="lazy" width="32" height="32" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/KSJbG3H19iaX09R6AA4Cy/c5aa2d2d3a26fb865f823ef9c0e8f898/CX-Circle_Icon.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/KSJbG3H19iaX09R6AA4Cy/c5aa2d2d3a26fb865f823ef9c0e8f898/CX-Circle_Icon.svg?w=64&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/KSJbG3H19iaX09R6AA4Cy/c5aa2d2d3a26fb865f823ef9c0e8f898/CX-Circle_Icon.svg?w=64&q=100&fit=fill"/></div><div class="relative z-10 max-lg:space-y-1"><div class="relative z-[5] flex items-center space-x-2 lg:mb-1 lg:space-x-0"><span class="submenu-card-heading heading-14">CX Circle</span><div class="w-4 shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div><p class="text-12 opacity-[.65]">Your go-to event for all things customer experience</p><a aria-label="CX Circle" class="absolute inset-0 z-[5]" href="/cx-circle/"></a></div><div class="relative z-[5] !ml-auto hidden w-4 shrink-0 -translate-x-1 scale-50 opacity-0 transition-[opacity,transform] duration-300 ease-in-out group-hover:translate-x-0 group-hover:scale-100 group-hover:opacity-100 lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></div></li><li class="space-y-3 max-lg:py-5 max-lg:first:pt-4 max-lg:last:pb-4 lg:rounded-lg"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute inset-0 z-0 !origin-bottom-left" style="transform:scale(1)"><div class="absolute inset-0 !origin-bottom-left" style="transform:scale(0)"></div></div><div class="z-10 flex space-x-3 lg:items-center lg:rounded-lg"><div class="relative z-10 h-[2.25rem] w-[2.25rem] shrink-0 overflow-hidden rounded-[.25rem] lg:h-8 lg:w-8 lg:rounded-[0.125rem]"><img alt="[Asset] Icon - 2025 BenchmarksReport" loading="lazy" width="32" height="32" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/1gXuEwwRItHgVyxfH69Uq6/f3c48d7e76fd8b7ba3d8d4ff3bd62c09/partner-stories.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/1gXuEwwRItHgVyxfH69Uq6/f3c48d7e76fd8b7ba3d8d4ff3bd62c09/partner-stories.svg?w=64&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/1gXuEwwRItHgVyxfH69Uq6/f3c48d7e76fd8b7ba3d8d4ff3bd62c09/partner-stories.svg?w=64&q=100&fit=fill"/></div><div class="relative z-10 max-lg:space-y-1"><div class="relative z-[5] flex items-center space-x-2 lg:mb-1 lg:space-x-0"><span class="submenu-card-heading heading-14">2025 Digital Experience Benchmarks</span><div class="w-4 shrink-0 lg:hidden"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div><p class="text-12 opacity-[.65]">Insights to refine your customer experience</p><a aria-label="2025 Digital Experience Benchmarks" class="absolute inset-0 z-[5]" href="https://go.contentsquare.com/en/digital-experience-benchmark?utm_source=website&utm_medium=organic&utm_content=content&utm_partner=mktg"></a></div><div class="relative z-[5] !ml-auto hidden w-4 shrink-0 -translate-x-1 scale-50 opacity-0 transition-[opacity,transform] duration-300 ease-in-out group-hover:translate-x-0 group-hover:scale-100 group-hover:opacity-100 lg:block"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 16 16" fill="none"><g><path d="M8.7813 8.00047L5.48145 4.70062L6.42426 3.75781L10.6669 8.00047L6.42426 12.2431L5.48145 11.3003L8.7813 8.00047Z" fill="currentColor"></path></g></svg></div></div></div></li><li class="space-y-3 max-lg:py-5 max-lg:first:pt-4 max-lg:last:pb-4 lg:rounded-lg"><div class="group relative transition-colors duration-200 lg:p-3"><div class="absolute 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sm:px-5 sm:py-3" href="/guides/ab-testing/mobile/">6 Steps to Mobile A/B Testing</a></li><li><a class="text-16 block rounded-full border border-lilac-light px-4 py-2.5 text-center font-medium !leading-none text-black transition-colors duration-300 hover:border-midnight hover:bg-midnight hover:text-white sm:px-5 sm:py-3" href="/guides/ab-testing/landing-pages/">How to Perform Valuable Landing Page A/B Tests</a></li></ul><div class="absolute inset-y-0 right-0 w-20 bg-gradient-to-l from-lilac-pastel transition-opacity duration-300 sm:w-28 lg:w-40 opacity-0"></div></div></div></nav><section class="container-large container space-y-6 pt-10 sm:space-y-8 sm:pt-12 md:space-y-16 lg:pt-20"><div class="space-y-10"><div class="mx-auto flex w-full max-w-[42.375rem] flex-col items-center"><div class="text-14 font-medium !leading-none text-black/80"><span class="mr-1 text-lilac-dark">Guide</span><span><span class="text-grey-light">—</span> <!-- -->13<!-- --> <!-- -->min read</span></div><h1 class="text-h1 mt-6 text-center sm:mt-8">6 Real Examples and Case Studies of A/B Testing</h1><p class="text-20 mx-auto mt-4 w-full max-w-[38.75rem] text-center text-black/80">Dive into real-life A/B testing examples and case studies. See what makes each A/B test so successful along with tips for running your own.</p></div></div><div class="relative aspect-[1320/688] overflow-hidden rounded-xl bg-grey-pastel"><img alt="6 Real Examples and Case Studies of A/B Testing — Cover Image" fetchpriority="high" width="1320" height="688" decoding="async" data-nimg="1" class="h-full w-full object-cover" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/6q3NG5Y1EKwvhGy8oAFoE3/b523ffc6ad94e4f48e739f31a12ea134/BLOG-BI-tools-7567533.jpeg?w=1920&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/6q3NG5Y1EKwvhGy8oAFoE3/b523ffc6ad94e4f48e739f31a12ea134/BLOG-BI-tools-7567533.jpeg?w=3840&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/6q3NG5Y1EKwvhGy8oAFoE3/b523ffc6ad94e4f48e739f31a12ea134/BLOG-BI-tools-7567533.jpeg?w=3840&q=100&fit=fill&fm=avif"/><div class="absolute z-10 !h-fit false bg-white text-white " style="border-radius:12px 0 0 0;height:2rem;bottom:0px;right:0px;width:0px"><div class="absolute transition-all delay-150 duration-500" style="height:12px;width:12px;transform:rotate(-90deg);right:0;bottom:100%;opacity:0"><svg width="100%" height="100%" viewBox="0 0 100 100" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_4240_4255)"><path d="M0 0V100H100C44.8 100 0 55.2 0 0Z" fill="currentColor"></path></g><defs><clipPath id="clip0_4240_4255"><rect width="100" height="100" fill="currentColor"></rect></clipPath></defs></svg></div><div class="absolute transition-all delay-150 duration-500" style="height:12px;width:12px;transform:rotate(-90deg);right:100%;bottom:0;opacity:0"><svg width="100%" height="100%" viewBox="0 0 100 100" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_4240_4255)"><path d="M0 0V100H100C44.8 100 0 55.2 0 0Z" fill="currentColor"></path></g><defs><clipPath id="clip0_4240_4255"><rect width="100" height="100" fill="currentColor"></rect></clipPath></defs></svg></div><div class="aspect-[80/44] h-6 md:h-11"></div></div></div></section><section class="pb-16 pt-12 sm:pt-16 md:pb-164 lg:pt-24 xl:pt-164"><div class="container-large container grid gap-10 md:grid-cols-12 md:flex-row md:gap-6"><div class="md:col-span-3"><aside class="w-full shrink-0 self-start md:sticky md:top-32 lg:top-40 md:max-w-[19.5rem] md:pr-3 lg:pr-6 !pr-0 lg:max-w-[16rem]"><nav class="space-y-4 max-md:hidden xl:pr-8 mb-8 border-b border-black/5 pb-6 lg:pb-10"><div class="text-14 text-black/[.65]">Table of contents</div><ul class="space-y-3"><li class="text-16 is-smaller font-medium"><button type="button" class="relative inline-block cursor-pointer text-left text-black/80 transition-[color] duration-1000 hover:text-coral-dark"><span>6 brilliant A/B testing case studies to learn from</span></button></li><li class="text-16 is-smaller font-medium"><button type="button" class="relative inline-block cursor-pointer text-left text-black/80 transition-[color] duration-1000 hover:text-coral-dark"><span>Get closer and closer to what users need</span></button></li><li class="text-16 is-smaller font-medium"><button type="button" class="relative inline-block cursor-pointer text-left text-black/80 transition-[color] duration-1000 hover:text-coral-dark"><span>FAQs about A/B testing examples</span></button></li></ul></nav><div class="mb-8 grid gap-y-6"><div class="grid gap-y-2 border-b border-black/5 pb-6"><span class="text-14 opacity-65">Published</span><span class="text-16">October 09, 2024</span></div></div><div class="flex flex-col gap-3 lg:flex-row lg:items-center"><div class="text-14 text-black/[.65]">Share article</div><div class="flex gap-x-1.5 text-black"></div></div></aside></div><div class="md:col-span-8 lg:col-span-7"><article><div class="prose prose-616"><p class="">A/B testing seems simple: put 2 different product versions head-to-head to see which one works better for your users.</p><p class="">But in reality, A/B testing can get complicated quickly. Your website has so many different elements—buttons, inputs, copy, and navigational tools—and any one of them could be the culprit of poor conversion rates. You want to ensure you have the right tools and processes to solve the case.</p><p class="">That's why you need to analyze A/B testing examples—to see what kind of strategies and tools other companies used to successfully carry out their experiments.</p><p class="">This article looks at 6 A/B testing examples and case studies so you can see what works well for other businesses—and learn how to replicate those techniques on your own. You’ll walk away with new ways to test website improvements that boost the user experience (UX) and your conversion rates.</p><div class="not-prose lg:py-4 my-8 md:my-12 lg:my-20"><div class="relative rounded-xl bg-coral-dark text-white px-6 py-7 sm:p-8 lg:px-[3.25rem] lg:py-12"><h2 class="text-h5 text-white">Get the most out of your A/B tests</h2><p class="text-16 mb-4 mt-2 w-full max-w-[25.9375rem] text-white/80 md:mb-6">Contentsquare’s insights help you understand A/B testing results and use them to optimize the user experience.</p><ul class="flex space-x-3 sm:space-y-0 "><li class="unstyled-li"><a href="https://contentsquare.com/pricing?utm_source=content_guide" target="_blank" rel="noreferrer" class="link-element group inline-flex"><div class="button group relative inline-flex justify-center overflow-hidden rounded-[8rem] px-4 py-[0.6875rem] text-center transition-[background-color,color,opacity,border] duration-300 md:px-5 md:py-[.8125rem] border border-transparent bg-white text-black hover:border-white hover:bg-transparent hover:text-white"><span class="button-type transition-transform duration-200 group-hover:-translate-y-10">Sign up</span><div class="absolute inset-0 flex translate-y-full transform items-center justify-center transition-transform duration-200 group-hover:translate-y-0"><span class="button-type">Sign up</span></div></div></a></li></ul><div class="absolute z-10 !h-fit false bg-white text-white " style="border-radius:12px 0 0 0;height:2rem;bottom:0px;right:0px;width:0px"><div class="absolute transition-all delay-150 duration-500" style="height:12px;width:12px;transform:rotate(-90deg);right:0;bottom:100%;opacity:0"><svg width="100%" height="100%" viewBox="0 0 100 100" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_4240_4255)"><path d="M0 0V100H100C44.8 100 0 55.2 0 0Z" fill="currentColor"></path></g><defs><clipPath id="clip0_4240_4255"><rect width="100" height="100" fill="currentColor"></rect></clipPath></defs></svg></div><div class="absolute transition-all delay-150 duration-500" style="height:12px;width:12px;transform:rotate(-90deg);right:100%;bottom:0;opacity:0"><svg width="100%" height="100%" viewBox="0 0 100 100" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_4240_4255)"><path d="M0 0V100H100C44.8 100 0 55.2 0 0Z" fill="currentColor"></path></g><defs><clipPath id="clip0_4240_4255"><rect width="100" height="100" fill="currentColor"></rect></clipPath></defs></svg></div><div class="aspect-[80/44] h-7 md:h-12"></div></div></div></div><h2 id="6-brilliant-ab-testing-case-studies-to-learn-from" class="">6 brilliant A/B testing case studies to learn from</h2><p class="">Product and website design is not just an art; it’s also a science. To get the best results, you need to conduct A/B testing: a controlled process of testing 2 versions of your product or website to see which one produces better results.</p><p class="">A/B testing, also known as split testing, follows a predictable structure:</p><ul class="custom-ul"><li class="custom-li"><p class="">Find a problem</p></li><li class="custom-li"><p class="">Create a hypothesis of how you could solve it</p></li><li class="custom-li"><p class="">Create a new design or different copy based on your hypothesis</p></li><li class="custom-li"><p class="">Test the new version against the old one</p></li><li class="custom-li"><p class="">Analyze the results</p></li></ul><p class="">But within this structure, you have many choices about the A/B testing tools you use, the types of data you collect, and how you collect that data. One of the best ways to learn and improve is to look at successful A/B testing examples</p><h3>1. Bannersnack: landing page</h3><p class="">Bannersnack, a company offering online ad design tools, knew they wanted to improve the user experience and increase conversions—in this case, sign-ups—on their landing page.</p><p class="">Unsure where to start, Bannersnack turned to Hotjar click heatmaps to investigate how users interacted with the page. With this tool, the company could visualize the areas with the most clicks and see spots website visitors ignored.</p><p class="">!</p><p class=""></p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-98.jpg" loading="lazy" width="946" height="1484" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/4xoZlutIhfMAssiKM1bmhZ/ad32c1150841e0463abc8edcc4b5ee33/unnamed-98.jpg?w=1080&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/4xoZlutIhfMAssiKM1bmhZ/ad32c1150841e0463abc8edcc4b5ee33/unnamed-98.jpg?w=1920&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/4xoZlutIhfMAssiKM1bmhZ/ad32c1150841e0463abc8edcc4b5ee33/unnamed-98.jpg?w=1920&q=100&fit=fill&fm=avif"/></figure><p class="">With A/B testing, Bannersnack discovered that a larger, higher-contrast call-to-action button made a huge difference. Check out the heat difference on these before-and-after click maps!</p><p class="">With this data, Bannersnack could hypothesize how to improve the experience and then create an alternate design, or variant, to test side-by-side with the original.</p><p class="">Bannersnack completed multiple rounds of testing, checking heatmaps each time and getting incrementally closer to their desired results. Ultimately, they realized they needed a larger call-to-action (CTA) button with a higher contrast ratio—and sign-ups increased by 25%.</p><p class="">💡Pro tip: optimize your landing page by breaking down drivers, barriers, and hooks.</p><ul class="custom-ul"><li class="custom-li"><p class="">Drivers are the reasons a lead came to the page</p></li><li class="custom-li"><p class="">Barriers are the reasons they’re leaving</p></li><li class="custom-li"><p class="">Hooks are the reasons they convert</p></li></ul><h3>2. Turum-burum: checkout flow</h3><p class="">Digital UX design agency Turum-burum aimed to optimize conversions for their customer Intertop, an ecommerce shoe store based in Ukraine.</p><p class="">In the UX analysis phase, Turum-burum used surveys—specifically, an exit-intent pop-up—to gather user insights on Intertop’s checkout page. When a user clicked to leave the page, the survey asked, “Why would you like to stop placing the order?” Out of the 444 respondents, 48.6% said they couldn’t complete the checkout form.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-93.jpg" loading="lazy" width="795" height="529" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/4JLx5VEkvDTPxo8WAcm6Q/887ee02161037bd5135172885c661f2f/unnamed-93.jpg?w=828&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/4JLx5VEkvDTPxo8WAcm6Q/887ee02161037bd5135172885c661f2f/unnamed-93.jpg?w=1920&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/4JLx5VEkvDTPxo8WAcm6Q/887ee02161037bd5135172885c661f2f/unnamed-93.jpg?w=1920&q=100&fit=fill&fm=avif"/></figure><p class="">Contentsquare surveys reveal why users leave the checkout flow</p><p class="">The next step was to develop hypotheses and A/B test them. Turum-burum tested changes like reducing the number of form fields, splitting the webpage into blocks, and adding a time-saving autofill feature.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-94.jpg" loading="lazy" width="946" height="600" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/2E6QieMzoamhKRfolai0KD/158dfc35e5d06a1dd58dea427ca1b4fc/unnamed-94.jpg?w=1080&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/2E6QieMzoamhKRfolai0KD/158dfc35e5d06a1dd58dea427ca1b4fc/unnamed-94.jpg?w=1920&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/2E6QieMzoamhKRfolai0KD/158dfc35e5d06a1dd58dea427ca1b4fc/unnamed-94.jpg?w=1920&q=100&fit=fill&fm=avif"/></figure><p class="">A/B testing plays a key role in Turum-burum’s conversion rate optimization (CRO) model, which they call Evolutionary Site Redesign (ESR)</p><p class="">Each time they tweaked a page, the company used session replay tools and heatmaps to see how users experienced the change. Heatmaps revealed trends in users’ click and scroll behavior, while replays helped the team spot points of friction, like rage clicks, users encountered during the checkout flow.</p><p class="">The final result? Intertop’s conversion rate increased by 54.68% in the test variant. When they officially rolled out the changes, the average revenue per user (ARPU) grew by 11.46%, and the checkout bounce rate decreased by 13.35%.</p><p class="">“We can optimize through our development roadmap, through our multivariate testing platform, and then the content changes we can make on a daily basis. And they’re all trackable through Contentsquare in a really immediate way.”</p><p class="">Jennifer North, Head of Digital Experience, Hobbycraft</p><h3>3. Clarins: product copy</h3><p class="">Serving customers with the right message at the right time doesn’t only help you satisfy them—it also signals to them that you understand them on a personal level. In retail, a picture can say a thousand words, but sometimes adding some words to those images can help spell things out for customers and inspire a decision.</p><p class="">That’s what Clarins discovered when they tested adding explanatory copy to images on their PDP pages. They saw an increase in engagement on those PDPs with added copy—and a big knock-on effect from this on basket page views which went up 2.41% and transactions, which went up by 0.37%.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-2024-10-09T161332.701.png" loading="lazy" width="1600" height="890" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/7xPzGdjBwxNpwSUsSkKXHq/67400e8203536a08a9dd0386e6b67d91/unnamed-2024-10-09T161332.701.png?w=1920&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/7xPzGdjBwxNpwSUsSkKXHq/67400e8203536a08a9dd0386e6b67d91/unnamed-2024-10-09T161332.701.png?w=3840&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/7xPzGdjBwxNpwSUsSkKXHq/67400e8203536a08a9dd0386e6b67d91/unnamed-2024-10-09T161332.701.png?w=3840&q=100&fit=fill&fm=avif"/></figure><p class="">Clarins tested adding explanatory copy to images on their PDP pages</p><p class="">💡Pro tip: don’t be afraid of negative results when running A/B tests.</p><p class="">Johann Van Tonder, CEO at ecommerce CRO agency AWA digital, says, “A test with a strong negative result means you’ve identified a conversion lever. You’ve pulled it in the wrong direction, now just figure out how to pull it in the opposite direction.”</p><p class="">Johann says he often gets even more excited about negative results because they showcase how valuable A/B testing actually is.</p><p class="">“We tested a redesigned checkout flow for a famous car rental company,” he says. “It would’ve cost them £7m in annual revenue if they’d just made it live as is.”</p><p class="">Even though negative results are sometimes inevitable, there are some common A/B testing mistakes you need to be aware of, so you can get maximum results from your experiments. Check out the top A/B testing mistakes chapter of this guide to learn more.</p><h3>4. The Good: mobile homepage</h3><p class="">Ecommerce CRO experts The Good took on the task of achieving higher conversion rates on mobile for client Swiss Gear, a retailer of outdoor, travel, and camping supplies.</p><p class="">To uncover any existing issues or bottlenecks, The Good turned first to Google Analytics to determine where, when, and why visitors left the website.</p><p class="">With this quantitative data as a starting point, the company cued up heatmaps to highlight users’ click and scroll patterns. Then, they used session replays to determine the why behind user behavior—the qualitative data—and form their hypotheses about how to make improvements.</p><p class="">The Good tested their hypotheses, using heatmaps and recordings again after each test to see how changes impacted user behavior.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-95.jpg" loading="lazy" width="401" height="713" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/fkElF0191UpHA5JnUkVc6/8dcd099406805b152ddd5db97a98641c/unnamed-95.jpg?w=640&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/fkElF0191UpHA5JnUkVc6/8dcd099406805b152ddd5db97a98641c/unnamed-95.jpg?w=828&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/fkElF0191UpHA5JnUkVc6/8dcd099406805b152ddd5db97a98641c/unnamed-95.jpg?w=828&q=100&fit=fill&fm=avif"/></figure><p class="">The Good used Hotjar Heatmaps to understand how users interacted with content filters, and used this data to redesign client Swiss Gear’s mobile menu to be more user-friendly.</p><p class="">The Good discovered that users were getting confused by the iconography and language on Swiss Gear's mobile site. The process led the team to design a simple, visually appealing menu-driven user interface (UI) for the mobile homepage.</p><p class="">This interface streamlined the browsing experience by promoting top filters—a move that led to big results: Swiss Gear’s mobile bounce rate dropped by 8% and time on site increased by 84%.</p><p class="">💡Pro tip: user interviews give you even more insights when optimizing your mobile site.</p><p class="">Contentsquare lets you source and interview real users about how they experience your site on their phones. Then, you can filter these interviews by type of phone, like Android or iPhone, to look for usability trends.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-2024-10-09T161425.165.png" loading="lazy" width="946" height="533" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/3Odya8cHwozKC5LAyo5EeT/52036eff20e77432db6da997185f224d/unnamed-2024-10-09T161425.165.png?w=1080&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/3Odya8cHwozKC5LAyo5EeT/52036eff20e77432db6da997185f224d/unnamed-2024-10-09T161425.165.png?w=1920&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/3Odya8cHwozKC5LAyo5EeT/52036eff20e77432db6da997185f224d/unnamed-2024-10-09T161425.165.png?w=1920&q=100&fit=fill&fm=avif"/></figure><p class="">Recruit from Contentsquare’s pool of 200,000+ verified participants and automatically screen to make sure you’re speaking to the right people</p><h3>5. Re:member: application form</h3><p class="">Re:member, a Scandinavian credit card company, knew something was wrong with their funnel. Google Analytics showed that many qualified leads arrived from affiliate sites—and quickly left before they signed up for a credit card.</p><p class="">Using filters, re:member’s Senior Marketing Specialist, Steffen Quistgaard, pulled up session replays and click maps of sessions from affiliate sites only. While studying these sessions, Quistgaard noticed users scrolling up and down, clicking to the homepage, and hovering over—and attempting to click on—the benefits section.</p><p class="">Putting together these behavioral trends, Quistgaard hypothesized that leads were hesitant and needed more persuasive information on the form.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-97.jpg" loading="lazy" width="733" height="1217" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/7Kiq19ASlPRwQGJgnqz9CE/76d7f1073616ded132daa2d00308f4d2/unnamed-97.jpg?w=750&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/7Kiq19ASlPRwQGJgnqz9CE/76d7f1073616ded132daa2d00308f4d2/unnamed-97.jpg?w=1920&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/7Kiq19ASlPRwQGJgnqz9CE/76d7f1073616ded132daa2d00308f4d2/unnamed-97.jpg?w=1920&q=100&fit=fill&fm=avif"/></figure><p class="">Re:member redesigned their credit card application form with more visual organization on the right side for users: three distinct content sections, checkmarks instead of bullet points, and icons in the rewards program section.</p><p class="">Re:member’s team redesigned the form, using visual and web design hierarchy cues to call attention to the credit card’s features and benefits. Then, they conducted split testing.</p><p class="">The result? Form conversions went up 43% among users from affiliate sites and 17% overall.</p><p class="">💡Pro tip: use Contentsquare to spend less time searching and more time analyzing session replays.</p><p class="">If your site experiences high traffic volume, you could rack up many session replays in a short time. To make the most of your time, you need to sort through them in the most efficient way.</p><p class="">Contentsquare’s session replay software includes segmentation, event tracking, error flagging, frustration signals, and find-and-fix notifications.</p><ul class="custom-ul"><li class="custom-li"><p class="">It has a module that summarizes key events within each recording, so you can quickly jump to relevant points.</p></li><li class="custom-li"><p class="">Session Replay alerts you to spikes in errors and links each error to the relevant user session, so you can watch the errors occur in real-time and identify a fix.</p></li><li class="custom-li"><p class="">With a few clicks, you can then quantify how many other users are seeing the same bugs, prioritize what to focus on, and expedite the needed fix.</p></li><li class="custom-li"><p class="">Tying in Contentsquare’s alerting capabilities then makes sure that any errors that happen in the future are automatically flagged down, so you can deal with them immediately.</p></li></ul><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="[Visual] Session Replay " loading="lazy" width="2042" height="1478" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/ixsmocDmrb471y732GpId/a5d0b671a70df5f177bfe7262388623d/Screenshot_2024-11-04_at_19.22.27.png?w=2048&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/ixsmocDmrb471y732GpId/a5d0b671a70df5f177bfe7262388623d/Screenshot_2024-11-04_at_19.22.27.png?w=3840&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/ixsmocDmrb471y732GpId/a5d0b671a70df5f177bfe7262388623d/Screenshot_2024-11-04_at_19.22.27.png?w=3840&q=100&fit=fill&fm=avif"/></figure><p class="">Contentsquare’s session replays help you immediately detect undesirable behaviors, such as rage clicks</p><h3>6. Every.org: donation flow</h3><p class="">Dave Sharp, Senior Product Designer at charity donation site Every.org, was watching session replays when he noticed something interesting: a surge of rage clicks, or a series of repeated clicks in a short time, on their donation form.</p><p class="">After watching many sessions, Dave hypothesized that the form’s two CTAs were confusing and frustrating visitors.</p><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="2024 10 unnamed-96.jpg" loading="lazy" width="946" height="561" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5GE1jfbORuZK0uYvJTZc0A/82a2deefbff40cb1d6e7397ee7196900/unnamed-96.jpg?w=1080&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/5GE1jfbORuZK0uYvJTZc0A/82a2deefbff40cb1d6e7397ee7196900/unnamed-96.jpg?w=1920&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/5GE1jfbORuZK0uYvJTZc0A/82a2deefbff40cb1d6e7397ee7196900/unnamed-96.jpg?w=1920&q=100&fit=fill&fm=avif"/></figure><p class="">Every.org’s original donation form featured two CTAs, which confused visitors and increased the bounce rate</p><p class="">Every.org created a new version of the donation flow, splitting it into two pages, each with only one CTA button. Then they tested it against the original version.</p><p class="">By the end of the A/B testing process, conversions had increased by a whopping 26.5%.</p><p class="">💡Pro tip: combine session replays with other tools to get even deeper insight to optimize A/B tests.</p><p class="">Contentsquare’s Session Replay tool captures anonymous user sessions so you can see every interaction on your site during an A/B test—where users get stuck, what they click, and the path they take to convert.</p><p class="">Plus, our all-in-one experience intelligence platform helps you see the entire performance of your product and understand why users behave the way they do. Combine Session Replays with other tools like</p><ul class="custom-ul"><li class="custom-li"><p class="">Customer Journey Analysis to track how users navigate through your site, identifying key patterns and drop-offs</p></li><li class="custom-li"><p class="">Heatmaps to visualize how users interact with each element, revealing insights on clicks, scrolls, and movements</p></li><li class="custom-li"><p class="">Impact Quantification to link site errors with important KPIs, helping you prioritize the most critical fixes</p></li><li class="custom-li"><p class="">Form Analysis to optimize form performance and boost conversions by identifying where users struggle</p></li><li class="custom-li"><p class="">Voice of Customer to collect direct feedback from users through surveys and comments to understand their experience</p></li><li class="custom-li"><p class="">Product Analytics to improve retention by analyzing how customers engage with your product's features</p></li></ul><figure class="prose-image my-8 md:my-[3.75rem]"><img alt="[Visual] Session Replay " loading="lazy" width="2042" height="1478" decoding="async" data-nimg="1" class="w-full rounded-lg" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/ixsmocDmrb471y732GpId/a5d0b671a70df5f177bfe7262388623d/Screenshot_2024-11-04_at_19.22.27.png?w=2048&q=100&fit=fill&fm=avif 1x, //images.ctfassets.net/gwbpo1m641r7/ixsmocDmrb471y732GpId/a5d0b671a70df5f177bfe7262388623d/Screenshot_2024-11-04_at_19.22.27.png?w=3840&q=100&fit=fill&fm=avif 2x" src="//images.ctfassets.net/gwbpo1m641r7/ixsmocDmrb471y732GpId/a5d0b671a70df5f177bfe7262388623d/Screenshot_2024-11-04_at_19.22.27.png?w=3840&q=100&fit=fill&fm=avif"/></figure><p class="">Contentsquare’s Session Replay helps you delight your users by getting a first-hand account of their experience</p><h2 id="get-closer-and-closer-to-what-users-need" class="">Get closer and closer to what users need</h2><p class="">You can’t just rely on gut instinct when making changes to your website. To create a site visitors enjoy (and one that gets results), you need to collect real evidence and user insights.</p><p class="">By looking at A/B testing examples, you’ll have a clear roadmap of how to identify a problem, create a hypothesis, and test variants of your site. In time, you’ll have a site that delivers exactly what your target audience wants—and keeps them coming back for more.</p><div class="not-prose lg:py-4 my-8 md:my-12 lg:my-20"><div class="relative rounded-xl bg-coral-dark text-white px-6 py-7 sm:p-8 lg:px-[3.25rem] lg:py-12"><h2 class="text-h5 text-white">Get the most out of your A/B tests</h2><p class="text-16 mb-4 mt-2 w-full max-w-[25.9375rem] text-white/80 md:mb-6">Contentsquare’s insights help you understand A/B testing results and use them to optimize the user experience.</p><ul class="flex space-x-3 sm:space-y-0 "><li class="unstyled-li"><a href="https://contentsquare.com/request-a-demo/?utm_content=guide" target="_blank" rel="noreferrer" class="link-element group inline-flex"><div class="button group relative inline-flex justify-center overflow-hidden rounded-[8rem] px-4 py-[0.6875rem] text-center transition-[background-color,color,opacity,border] duration-300 md:px-5 md:py-[.8125rem] border border-transparent bg-white text-black hover:border-white hover:bg-transparent hover:text-white"><span class="button-type transition-transform duration-200 group-hover:-translate-y-10">Request a demo</span><div class="absolute inset-0 flex translate-y-full transform items-center justify-center transition-transform duration-200 group-hover:translate-y-0"><span class="button-type">Request a demo</span></div></div></a></li></ul><div class="absolute z-10 !h-fit false bg-white text-white " style="border-radius:12px 0 0 0;height:2rem;bottom:0px;right:0px;width:0px"><div class="absolute transition-all delay-150 duration-500" style="height:12px;width:12px;transform:rotate(-90deg);right:0;bottom:100%;opacity:0"><svg width="100%" height="100%" viewBox="0 0 100 100" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_4240_4255)"><path d="M0 0V100H100C44.8 100 0 55.2 0 0Z" fill="currentColor"></path></g><defs><clipPath id="clip0_4240_4255"><rect width="100" height="100" fill="currentColor"></rect></clipPath></defs></svg></div><div class="absolute transition-all delay-150 duration-500" style="height:12px;width:12px;transform:rotate(-90deg);right:100%;bottom:0;opacity:0"><svg width="100%" height="100%" viewBox="0 0 100 100" fill="none" xmlns="http://www.w3.org/2000/svg"><g clip-path="url(#clip0_4240_4255)"><path d="M0 0V100H100C44.8 100 0 55.2 0 0Z" fill="currentColor"></path></g><defs><clipPath id="clip0_4240_4255"><rect width="100" height="100" fill="currentColor"></rect></clipPath></defs></svg></div><div class="aspect-[80/44] h-7 md:h-12"></div></div></div></div><h2 id="faqs-about-ab-testing-examples" class="">FAQs about A/B testing examples</h2><div class="not-prose !my-10 md:!my-[3.75rem]"><ul class="faqs-list space-y-5 md:space-y-6"><li class="overflow-hidden rounded-lg border border-grey-pastel !p-0"><button type="button" aria-label="[object Object]" class="faq-button flex w-full items-center justify-between space-x-4 p-4 text-left md:p-6"><span class="text-h7">What is A/B testing?</span><div class="h-3 w-[.6rem] shrink-0 transition-transform duration-200 rotate-180"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 8 6" fill="none"><title>Chevron</title><path d="M3.99997 3.66681L7.11111 0.555664L8 1.44456L3.99997 5.44457L-3.88548e-08 1.44456L0.888883 0.555664L3.99997 3.66681Z" fill="currentColor"></path></svg></div></button><div aria-hidden="false" tabindex="-1" style="height:0px;opacity:0;margin-top:0px"><div class="rich-text-no-embed prose prose-opacity-80 prose-16 prose space-y-3 px-4 pb-4 md:space-y-5 md:px-6 md:pb-6 "><p class="">A/B testing is a controlled experiment in which you run two different product or website versions simultaneously and see which one performs better. For example, you might run your current sales page against a new version with a section that addresses objections. Then, you’d gather and analyze data to see which one resulted in more conversions.</p></div></div></li><li class="overflow-hidden rounded-lg border border-grey-pastel !p-0"><button type="button" aria-label="[object Object]" class="faq-button flex w-full items-center justify-between space-x-4 p-4 text-left md:p-6"><span class="text-h7">Why is A/B testing important?</span><div class="h-3 w-[.6rem] shrink-0 transition-transform duration-200 "><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 8 6" fill="none"><title>Chevron</title><path d="M3.99997 3.66681L7.11111 0.555664L8 1.44456L3.99997 5.44457L-3.88548e-08 1.44456L0.888883 0.555664L3.99997 3.66681Z" fill="currentColor"></path></svg></div></button><div aria-hidden="true" tabindex="-1" style="height:0px;opacity:0;margin-top:0px"><div class="rich-text-no-embed prose prose-opacity-80 prose-16 prose space-y-3 px-4 pb-4 md:space-y-5 md:px-6 md:pb-6 "><p class="">With A/B testing, you become data-driven instead of relying on your instincts when making improvements to your website design. It helps you identify and address issues like bugs, confusing layouts, and unclear CTAs to create a more satisfying user experience that decreases bounce rates, increases conversion rates, and gets you return customers.</p></div></div></li><li class="overflow-hidden rounded-lg border border-grey-pastel !p-0"><button type="button" aria-label="[object Object]" class="faq-button flex w-full items-center justify-between space-x-4 p-4 text-left md:p-6"><span class="text-h7">What can I learn from A/B testing examples?</span><div class="h-3 w-[.6rem] shrink-0 transition-transform duration-200 "><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 8 6" fill="none"><title>Chevron</title><path d="M3.99997 3.66681L7.11111 0.555664L8 1.44456L3.99997 5.44457L-3.88548e-08 1.44456L0.888883 0.555664L3.99997 3.66681Z" fill="currentColor"></path></svg></div></button><div aria-hidden="true" tabindex="-1" style="height:0px;opacity:0;margin-top:0px"><div class="rich-text-no-embed prose prose-opacity-80 prose-16 prose space-y-3 px-4 pb-4 md:space-y-5 md:px-6 md:pb-6 "><p class="">A website is packed with content, images, organizational features, and navigational tools, so it’s sometimes hard to know where to start to make improvements. Looking at other companies that have had success with A/B testing can spark ideas as you develop your own approach. Here are a few A/B testing case studies we recommend checking out:</p><ul class="custom-ul"><li><p class="">Bannersnack boosted its landing page conversions</p></li><li><p class="">Turum-burum improved shoe retailer Intertop’s checkout flow</p></li><li><p class="">The Good redesigned Swiss Gear’s mobile menu</p></li><li><p class="">Clarins optimized their product copy</p></li><li><p class="">Re:member increased application form conversions</p></li><li><p class="">Every.org made its donation flow better for would-be donors</p></li></ul><p class=""></p></div></div></li></ul></div><p class=""></p></div></article><div class="mt-10 space-y-4 md:mt-[3.5rem] md:space-y-6"><div class="mx-auto w-full max-w-[38.5rem] "><div class="flex w-full flex-col items-start gap-x-5 rounded-xl border border-grey-pastel px-6 py-7 sm:max-w-[38.5rem] sm:flex-row sm:p-8 lg:p-10 lg:pt-9"><div class="flex-1 max-sm:mt-2.5 lg:pt-2"><div class="text-18 font-medium text-black lg:!leading-none">Contentsquare's Content Team</div><p class="text-18 mt-3 text-black/80">We’re an international team of content experts and writers with a passion for all things customer experience (CX). From best practices to the hottest trends in digital, we’ve got it covered. Explore our guides to learn everything you need to know to create experiences that your customers will love. Happy reading!</p></div></div></div></div></div></div></section></main><section class="pb-6 pt-12 md:pb-[2.625rem] md:pt-[9rem] bg-coral-deep text-white"><div class="container"><div class="space-y-6 sm:space-y-8 max-w-lg"><h2 class="text-h1 is-large">Get insights that transform</h2><ul class="flex space-x-3 sm:space-y-0 "><li class="unstyled-li"><a class="link-element group inline-flex" href="https://insights.hotjar.com/register?cs_lite=1&utm_source=csq_website"><div class="button group relative inline-flex justify-center overflow-hidden rounded-[8rem] px-4 py-[0.6875rem] text-center transition-[background-color,color,opacity,border] duration-300 md:px-5 md:py-[.8125rem] border border-transparent bg-white text-black hover:border-white hover:bg-transparent hover:text-white"><span class="button-type transition-transform duration-200 group-hover:-translate-y-10">Start for free</span><div class="absolute inset-0 flex translate-y-full transform items-center justify-center 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6.02395H0.694824V4.32895H8.11982L5.47982 1.64395L6.36482 0.293945Z" fill="currentColor"></path></svg></div></a></li></ul><ul class="flex items-center space-x-2"><li><a aria-label="Linkedin Profile" target="_blank" class="flex-center transition-colors duration-200 h-[1.75rem] w-[1.75rem] text-white rounded-[0.2875rem] p-[.45rem] bg-coral-dark hover:bg-coral-shade focus:bg-coral-shade" href="https://www.linkedin.com/company/contentsquare/"><img alt="Linkedin Icon" loading="lazy" width="15" height="14" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/4XvYBvL1xvJ0FgZBskQzAP/616c5b0f7445a5b1616bb51e5338c89e/Linkedin_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/4XvYBvL1xvJ0FgZBskQzAP/616c5b0f7445a5b1616bb51e5338c89e/Linkedin_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/4XvYBvL1xvJ0FgZBskQzAP/616c5b0f7445a5b1616bb51e5338c89e/Linkedin_Icon.svg?w=32&q=100&fit=fill"/></a></li><li><a aria-label="Youtube Account" target="_blank" class="flex-center transition-colors duration-200 h-[1.75rem] w-[1.75rem] text-white rounded-[0.2875rem] p-[.45rem] bg-coral-dark hover:bg-coral-shade focus:bg-coral-shade" href="https://www.youtube.com/@Contentsquare"><img alt="Youtube Icon" loading="lazy" width="18" height="17" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/5LwCj5CpvDhHFKyhURKQyL/5cc8b039087b0a743cf44ecab5580bfc/Youtube_Icon.svg?w=32&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/5LwCj5CpvDhHFKyhURKQyL/5cc8b039087b0a743cf44ecab5580bfc/Youtube_Icon.svg?w=48&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/5LwCj5CpvDhHFKyhURKQyL/5cc8b039087b0a743cf44ecab5580bfc/Youtube_Icon.svg?w=48&q=100&fit=fill"/></a></li><li><a aria-label="Instagram Account" target="_blank" class="flex-center transition-colors duration-200 h-[1.75rem] w-[1.75rem] text-white rounded-[0.2875rem] p-[.45rem] bg-coral-dark hover:bg-coral-shade focus:bg-coral-shade" href="https://www.instagram.com/contentsquareofficial/?hl=en"><img alt="Instagram Icon" loading="lazy" width="14" height="15" decoding="async" data-nimg="1" class="h-full w-full object-contain" style="color:transparent" srcSet="//images.ctfassets.net/gwbpo1m641r7/3GFtUDZ3rnIenDg8jnKJBk/53a120bb02138c0860080f8ba64cf85a/Instagram_Icon.svg?w=16&q=100&fit=fill 1x, //images.ctfassets.net/gwbpo1m641r7/3GFtUDZ3rnIenDg8jnKJBk/53a120bb02138c0860080f8ba64cf85a/Instagram_Icon.svg?w=32&q=100&fit=fill 2x" src="//images.ctfassets.net/gwbpo1m641r7/3GFtUDZ3rnIenDg8jnKJBk/53a120bb02138c0860080f8ba64cf85a/Instagram_Icon.svg?w=32&q=100&fit=fill"/></a></li></ul><div><menu class="locale-select relative"><button type="button" aria-haspopup="true" aria-expanded="false" aria-label="Select site language" class="flex items-center space-x-2 border border-white/10 p-[0.375rem] pr-3 transition-colors duration-200 hover:border-white/60 focus:border-white/60 rounded-lg p-[0.375rem]"><div class="relative h-[1.375rem] w-[1.375rem] overflow-hidden rounded-full"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 22 22" fill="none"><title>United Kingdom Flag</title><g clip-path="url(#clip0_6222_14804)"><mask id="mask0_6222_14804" maskUnits="userSpaceOnUse" x="-18" y="-4" width="57" height="29"><path d="M-17.1279 -3.31348V24.3144H38.1279V-3.31348H-17.1279Z" fill="white"></path></mask><g mask="url(#mask0_6222_14804)"><path d="M-17.1279 -3.31348V24.3144H38.1279V-3.31348H-17.1279Z" fill="#012169"></path><path d="M-17.1279 -3.31348L38.1279 24.3144L-17.1279 -3.31348ZM38.1279 -3.31348L-17.1279 24.3144L38.1279 -3.31348Z" fill="white"></path><path d="M-17.1279 -3.31348L38.1279 24.3144M38.1279 -3.31348L-17.1279 24.3144" stroke="white" stroke-width="5.52558"></path><mask id="mask1_6222_14804" maskUnits="userSpaceOnUse" x="-18" y="-4" width="57" height="29"><path d="M10.5 10.5005H38.1279V24.3144L10.5 10.5005ZM10.5 10.5005V24.3144H-17.1279L10.5 10.5005ZM10.5 10.5005H-17.1279V-3.31348L10.5 10.5005ZM10.5 10.5005V-3.31348H38.1279L10.5 10.5005Z" fill="white"></path></mask><g mask="url(#mask1_6222_14804)"><path d="M-17.1279 -3.31348L38.1279 24.3144L-17.1279 -3.31348ZM38.1279 -3.31348L-17.1279 24.3144L38.1279 -3.31348Z" fill="white"></path><path d="M-17.1279 -3.31348L38.1279 24.3144M38.1279 -3.31348L-17.1279 24.3144" stroke="#C8102E" stroke-width="3.68372"></path></g><path d="M10.5 -3.31348V24.3144V-3.31348ZM-17.1279 10.5005H38.1279H-17.1279Z" fill="white"></path><path d="M10.5 -3.31348V24.3144M-17.1279 10.5005H38.1279" stroke="white" stroke-width="9.2093"></path><path d="M10.5 -3.31348V24.3144V-3.31348ZM-17.1279 10.5005H38.1279H-17.1279Z" fill="white"></path><path d="M10.5 -3.31348V24.3144M-17.1279 10.5005H38.1279" stroke="#C8102E" stroke-width="5.52558"></path></g></g><defs><clipPath id="clip0_6222_14804"><rect width="55.2558" height="27.6279" fill="white" transform="translate(-17.1279 -3.31348)"></rect></clipPath></defs></svg></div><span>English</span><div class="h-[.5rem] w-[.5rem] transition-transform duration-200 "><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 8 6" fill="none"><title>Chevron</title><path d="M3.99997 3.66681L7.11111 0.555664L8 1.44456L3.99997 5.44457L-3.88548e-08 1.44456L0.888883 0.555664L3.99997 3.66681Z" fill="currentColor"></path></svg></div></button><ul role="menu" aria-label="Available languages" class="locale-transition absolute top-[100%] z-10 mt-4 grid min-w-[7.25rem] gap-y-1 overflow-hidden rounded-lg bg-white p-2 text-black pointer-events-none invisible translate-y-4 opacity-0"><li role="none"><button type="button" role="menuitem" aria-label="Update the site locale to English" class="flex w-full items-center space-x-2 rounded-md p-1 transition-colors duration-200 hover:bg-black/10 focus:bg-black/10 focus:outline-none"><div class="relative h-[1.375rem] w-[1.375rem] overflow-hidden rounded-full"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 22 22" fill="none"><title>United Kingdom Flag</title><g clip-path="url(#clip0_6222_14804)"><mask id="mask0_6222_14804" maskUnits="userSpaceOnUse" x="-18" y="-4" width="57" height="29"><path d="M-17.1279 -3.31348V24.3144H38.1279V-3.31348H-17.1279Z" fill="white"></path></mask><g mask="url(#mask0_6222_14804)"><path d="M-17.1279 -3.31348V24.3144H38.1279V-3.31348H-17.1279Z" fill="#012169"></path><path d="M-17.1279 -3.31348L38.1279 24.3144L-17.1279 -3.31348ZM38.1279 -3.31348L-17.1279 24.3144L38.1279 -3.31348Z" fill="white"></path><path d="M-17.1279 -3.31348L38.1279 24.3144M38.1279 -3.31348L-17.1279 24.3144" stroke="white" stroke-width="5.52558"></path><mask id="mask1_6222_14804" maskUnits="userSpaceOnUse" x="-18" y="-4" width="57" height="29"><path d="M10.5 10.5005H38.1279V24.3144L10.5 10.5005ZM10.5 10.5005V24.3144H-17.1279L10.5 10.5005ZM10.5 10.5005H-17.1279V-3.31348L10.5 10.5005ZM10.5 10.5005V-3.31348H38.1279L10.5 10.5005Z" fill="white"></path></mask><g mask="url(#mask1_6222_14804)"><path d="M-17.1279 -3.31348L38.1279 24.3144L-17.1279 -3.31348ZM38.1279 -3.31348L-17.1279 24.3144L38.1279 -3.31348Z" fill="white"></path><path d="M-17.1279 -3.31348L38.1279 24.3144M38.1279 -3.31348L-17.1279 24.3144" stroke="#C8102E" stroke-width="3.68372"></path></g><path d="M10.5 -3.31348V24.3144V-3.31348ZM-17.1279 10.5005H38.1279H-17.1279Z" fill="white"></path><path d="M10.5 -3.31348V24.3144M-17.1279 10.5005H38.1279" stroke="white" stroke-width="9.2093"></path><path d="M10.5 -3.31348V24.3144V-3.31348ZM-17.1279 10.5005H38.1279H-17.1279Z" fill="white"></path><path d="M10.5 -3.31348V24.3144M-17.1279 10.5005H38.1279" stroke="#C8102E" stroke-width="5.52558"></path></g></g><defs><clipPath id="clip0_6222_14804"><rect width="55.2558" height="27.6279" fill="white" transform="translate(-17.1279 -3.31348)"></rect></clipPath></defs></svg></div><span>English</span></button></li><li role="none"><button type="button" role="menuitem" aria-label="Update the site locale to French" class="flex w-full items-center space-x-2 rounded-md p-1 transition-colors duration-200 hover:bg-black/10 focus:bg-black/10 focus:outline-none"><div class="relative h-[1.375rem] w-[1.375rem] overflow-hidden rounded-full"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 22 22" fill="none"><title>France Flag</title><mask id="mask0_11113_313928" style="mask-type:luminance" maskUnits="userSpaceOnUse" x="0" y="0" width="22" height="22"><path d="M22 0H0V22H22V0Z" fill="white"></path></mask><g mask="url(#mask0_11113_313928)"><path d="M7.33332 21.3816V0.619141C3.07083 2.13164 0 6.21082 0 11.0004C0 15.79 3.07083 19.8691 7.33332 21.3816Z" fill="#231D9A"></path><path d="M14.6663 0.61875C13.5205 0.229167 12.283 0 10.9997 0C9.71633 0 8.47883 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mask="url(#mask0_11113_313881)"><path d="M0 11.0002C0 12.2835 0.229167 13.521 0.61875 14.6668H21.3583C21.7708 13.521 22 12.2835 22 11.0002C22 9.71682 21.7708 8.47932 21.3813 7.3335H0.61875C0.229167 8.47932 0 9.71682 0 11.0002Z" fill="#F0263C"></path><path d="M0.619141 7.33332H21.3587C19.8691 3.07083 15.79 0 11.0004 0C6.21079 0 2.13164 3.07083 0.619141 7.33332Z" fill="black"></path><path d="M21.3816 14.6665H0.619141C2.13164 18.929 6.21079 21.9998 11.0004 21.9998C15.79 21.9998 19.8691 18.929 21.3816 14.6665Z" fill="#FFD400"></path></g></svg></div><span>German</span></button></li><li role="none"><button type="button" role="menuitem" aria-label="Update the site locale to Italian" class="flex w-full items-center space-x-2 rounded-md p-1 transition-colors duration-200 hover:bg-black/10 focus:bg-black/10 focus:outline-none"><div class="relative h-[1.375rem] w-[1.375rem] overflow-hidden rounded-full"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 22 22" fill="none"><title>German Flag</title><mask id="mask0_11113_313797" style="mask-type:luminance" maskUnits="userSpaceOnUse" x="0" y="0" width="22" height="22"><path d="M22 0H0V22H22V0Z" fill="white"></path></mask><g mask="url(#mask0_11113_313797)"><path d="M7.33332 21.3812V0.618652C3.07083 2.13115 0 6.21033 0 10.9999C0 15.7895 3.07083 19.8687 7.33332 21.3812Z" fill="#1E5B00"></path><path d="M14.6663 0.61875C13.5205 0.229167 12.283 0 10.9997 0C9.71633 0 8.47883 0.229167 7.33301 0.61875V21.3583C8.47883 21.7708 9.71633 22 10.9997 22C12.283 22 13.5205 21.7708 14.6663 21.3813V0.61875Z" fill="white"></path><path d="M14.667 0.618652V21.3582C18.9295 19.8687 22.0003 15.7895 22.0003 10.9999C22.0003 6.21033 18.9295 2.13115 14.667 0.618652Z" fill="#F0263C"></path></g></svg></div><span>Italian</span></button></li><li role="none"><button type="button" role="menuitem" aria-label="Update the site locale to Spanish" class="flex w-full items-center space-x-2 rounded-md p-1 transition-colors duration-200 hover:bg-black/10 focus:bg-black/10 focus:outline-none"><div class="relative h-[1.375rem] w-[1.375rem] overflow-hidden rounded-full"><svg xmlns="http://www.w3.org/2000/svg" width="100%" height="100%" viewBox="0 0 22 22" fill="none"><title>German Flag</title><mask id="mask0_11113_314025" style="mask-type:luminance" maskUnits="userSpaceOnUse" x="0" y="0" width="22" height="22"><path d="M22 0H0V22H22V0Z" fill="white"></path></mask><g mask="url(#mask0_11113_314025)"><path d="M20.5247 5.5H1.47527C0.538691 7.11834 0 8.9957 0 11C0 13.0043 0.538691 14.8817 1.47527 16.5H20.5248C21.4613 14.8817 22 13.0043 22 11C22 8.9957 21.4613 7.11834 20.5247 5.5Z" fill="#FFD400"></path><path d="M11.0003 0C6.92947 0 3.37776 2.21303 1.47559 5.5H20.5251C18.6229 2.21303 15.0711 0 11.0003 0Z" fill="#F0263C"></path><path d="M11.0003 22C15.0711 22 18.6228 19.7869 20.5251 16.5H1.47559C3.3778 19.7869 6.92947 22 11.0003 22Z" fill="#F0263C"></path><path d="M1.375 12.3749H2.29168V11.1523L1.375 11.4571V12.3749Z" fill="white"></path><path d="M2.29168 8.25H1.375V9.625H2.29168V8.25Z" fill="white"></path><path d="M2.29168 10.0828L1.375 10.082V10.9998L2.29168 10.6943V10.0828Z" fill="white"></path><path d="M6.875 12.3748H7.79168V11.4581L6.875 11.1519V12.3748Z" fill="white"></path><path d="M6.875 10.6944L7.79168 10.9999V10.0832L6.875 10.0825V10.6944Z" fill="white"></path><path d="M7.79168 8.25H6.875V9.625H7.79168V8.25Z" fill="white"></path><path d="M2.29168 12.375H1.375V12.8333H2.29168V12.375Z" fill="#2D25C5"></path><path d="M7.79168 12.375H6.875V12.8333H7.79168V12.375Z" fill="#2D25C5"></path><path d="M2.29168 11.9165H1.375V12.3748H2.29168V11.9165Z" fill="#CC9500"></path><path d="M7.79168 11.9165H6.875V12.3748H7.79168V11.9165Z" fill="#CC9500"></path><path d="M2.29168 8.25H1.375V8.70832H2.29168V8.25Z" fill="#CC9500"></path><path d="M7.79168 8.25H6.875V8.70832H7.79168V8.25Z" fill="#CC9500"></path><path d="M3.20832 6.875H2.75V7.33332H3.20832V6.875Z" fill="#CC9500"></path><path d="M6.41633 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To get the best results, you need to conduct A/B testing: a controlled process of testing 2 versions of your product or website to see which one produces better results.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"A/B testing, also known as split testing, follows a predictable structure:","nodeType":"text"}]},{"data":{},"nodeType":"unordered-list","content":[{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Find a problem","nodeType":"text"}]}]},{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Create a hypothesis of how you could solve it","nodeType":"text"}]}]},{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Create a new design or different copy based on your hypothesis","nodeType":"text"}]}]},{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Test the new version against the old one","nodeType":"text"}]}]},{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Analyze the results","nodeType":"text"}]}]}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"But within this structure, you have many choices about the A/B testing tools you use, the types of data you collect, and how you collect that data. One of the best ways to learn and improve is to look at successful A/B testing examples","nodeType":"text"}]},{"data":{},"nodeType":"heading-3","content":[{"data":{},"marks":[],"value":"1. Bannersnack: landing page","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Bannersnack, a company offering online ad design tools, knew they wanted to improve the user experience and increase conversions—in this case, sign-ups—on their landing page.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Unsure where to start, Bannersnack turned to Hotjar click heatmaps to investigate how users interacted with the page. 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Check out the heat difference on these before-and-after click maps!","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"With this data, Bannersnack could hypothesize how to improve the experience and then create an alternate design, or variant, to test side-by-side with the original.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Bannersnack completed multiple rounds of testing, checking heatmaps each time and getting incrementally closer to their desired results. Ultimately, they realized they needed a larger call-to-action (CTA) button with a higher contrast ratio—and sign-ups increased by 25%.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"💡Pro tip: optimize your landing page by breaking down drivers, barriers, and hooks.","nodeType":"text"}]},{"data":{},"nodeType":"unordered-list","content":[{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Drivers are the reasons a lead came to the page","nodeType":"text"}]}]},{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Barriers are the reasons they’re leaving","nodeType":"text"}]}]},{"data":{},"nodeType":"list-item","content":[{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Hooks are the reasons they convert","nodeType":"text"}]}]}]},{"data":{},"nodeType":"heading-3","content":[{"data":{},"marks":[],"value":"2. Turum-burum: checkout flow","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Digital UX design agency Turum-burum aimed to optimize conversions for their customer Intertop, an ecommerce shoe store based in Ukraine.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"In the UX analysis phase, Turum-burum used surveys—specifically, an exit-intent pop-up—to gather user insights on Intertop’s checkout page. 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Re:member: application form","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Re:member, a Scandinavian credit card company, knew something was wrong with their funnel. Google Analytics showed that many qualified leads arrived from affiliate sites—and quickly left before they signed up for a credit card.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Using filters, re:member’s Senior Marketing Specialist, Steffen Quistgaard, pulled up session replays and click maps of sessions from affiliate sites only. 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Every.org: donation flow","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Dave Sharp, Senior Product Designer at charity donation site Every.org, was watching session replays when he noticed something interesting: a surge of rage clicks, or a series of repeated clicks in a short time, on their donation form.","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"After watching many sessions, Dave hypothesized that the form’s two CTAs were confusing and frustrating visitors.","nodeType":"text"}]},{"data":{"target":{"metadata":{"tags":[],"concepts":[]},"sys":{"space":{"sys":{"type":"Link","linkType":"Space","id":"gwbpo1m641r7"}},"id":"5GE1jfbORuZK0uYvJTZc0A","type":"Asset","createdAt":"2024-11-01T13:51:09.568Z","updatedAt":"2024-11-01T13:51:09.568Z","environment":{"sys":{"id":"master","type":"Link","linkType":"Environment"}},"publishedVersion":2,"revision":1,"locale":"en"},"fields":{"title":"2024 10 unnamed-96.jpg","file":{"url":"//images.ctfassets.net/gwbpo1m641r7/5GE1jfbORuZK0uYvJTZc0A/82a2deefbff40cb1d6e7397ee7196900/unnamed-96.jpg","details":{"size":37302,"image":{"width":946,"height":561}},"fileName":"unnamed-96.jpg","contentType":"image/jpeg"}}}},"nodeType":"embedded-asset-block","content":[]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Every.org’s original donation form featured two CTAs, which confused visitors and increased the bounce rate","nodeType":"text"}]},{"data":{},"nodeType":"paragraph","content":[{"data":{},"marks":[],"value":"Every.org created a new version of the donation flow, splitting it into two pages, each with only one CTA button. 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