{"id":55682,"date":"2021-01-04T12:45:47","date_gmt":"2021-01-04T07:15:47","guid":{"rendered":"https:\/\/vwo.com\/blog\/?p=55682"},"modified":"2026-02-07T20:23:30","modified_gmt":"2026-02-07T14:53:30","slug":"ab-testing-tools","status":"publish","type":"post","link":"https:\/\/vwo.com\/blog\/ab-testing-tools\/","title":{"rendered":"15 Best A\/B Testing Tools &amp; Softwares in 2026 [Ranked by CRO Experts]"},"content":{"rendered":"\n<p>According to the <a href=\"https:\/\/chiefmartec.com\/2024\/05\/2024-marketing-technology-landscape-supergraphic-14106-martech-products-27-8-growth-yoy\/\" target=\"_blank\" rel=\"noreferrer noopener\">2024 Marketing Technology Landscape report<\/a>, the number of tools in the optimization, personalization, and testing segment jumped from 230 to 271 in just one year.&nbsp;<\/p>\n\n\n\n<p>With so many options out there, it\u2019s easy to feel overwhelmed by the paradox of choice. In this blog, we\u2019ve streamlined the process by narrowing down the top <strong>15 best A\/B testing tools<\/strong>, ranked by CRO experts from hundreds of options.<\/p>\n\n\n\n<p>We\u2019ll give you an overview of each tool, walk through key business requirements while taking a look at which tools meet those needs.&nbsp;On top of this, the blog also contains insights from A\/B testing experts on choosing the right tool based on their experience.<\/p>\n\n\n\n<p>We will also compare important features, pricing, and real user reviews of the listed tools so that you can make the right decision. This guide aims to help you find the best A\/B testing platform for your business.<\/p>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"What are A\/B testing tools?\" id=\"what-are-a-b-testing-tools\" data-menu-id=\"what-are-a-b-testing-tools\" style=\"text-align:left\">What are A\/B testing tools?<\/h2>\n\n\n<p>A\/B testing tools are software applications that let businesses test two different versions of a webpage, app screen, or feature to find out which one works better.<\/p>\n\n\n\n<p>They split users into groups at random: one sees the current version (A) and the other sees a modified version (B). The tool then measures which version leads to more clicks, sign-ups, or other goals.<\/p>\n\n\n\n<p>This helps teams make informed decisions and improve the user experience using real data instead of assumptions.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"597\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2-1024x597.jpg\" alt=\"Feature Image - 15 Best A\/B Testing Tools In 2024\" class=\"wp-image-90845\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2-1024x597.jpg?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2-1024x597.jpg?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2-1024x597.jpg?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2-1024x597.jpg?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"A\/B testing tools - A quick look\" id=\"a-b-testing-tools-a-quick-look\" data-menu-id=\"a-b-testing-tools-a-quick-look\" style=\"text-align:left\">A\/B testing tools &#8211; A quick look<\/h2>\n\n\n<ul class=\"simpletoc-list\">\n<li class=\"selected\"><a href=\"#1-vwo\">VWO<\/a><\/li>\n<li class=\"\"><a href=\"#2-optimizely\">Optimizely<\/a><\/li>\n<li class=\"\"><a href=\"#3-ab-tasty\">AB Tasty<\/a><\/li>\n<li class=\"\"><a href=\"#4-adobe-target\">Adobe Target<\/a><\/li>\n<li class=\"\"><a href=\"#5-dynamic-yield\">Dynamic Yield<\/a><\/li>\n<li class=\"\"><a href=\"#6-kameleoon\">Kameleoon<\/a><\/li>\n<li class=\"\"><a href=\"#7-convert\">Convert<\/a><\/li>\n<li class=\"\"><a href=\"#8-omniconvert\">Omniconvert<\/a><\/li>\n<li class=\"\"><a href=\"#9-launchdarkly\">LaunchDarkly<\/a><\/li>\n<li class=\"\"><a href=\"#10-statsig\">Statsig<\/a><\/li>\n<li class=\"\"><a href=\"#11-unbounce\">Unbounce<\/a><\/li>\n<li class=\"\"><a href=\"#12-absmartly\">ABsmartly<\/a><\/li>\n<li class=\"\"><a href=\"#13-sitespect\">Sitespect<\/a><\/li>\n<li class=\"\"><a href=\"#14-apptimize\">Apptimize<\/a><\/li>\n<li class=\"\"><a href=\"#15-split-io\">Split.io<\/a><\/li>\n<\/ul>\n\n\n\n<div id=\"vwo-gutenberg-chart\"><div id=\"vwo-chart-container\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" class=\"js-vwo-compare-chart-svg js-vwo-reviews-chart\" viewBox=\"0 0 330 258\"><text xml:space=\"preserve\" font-size=\"16\" font-weight=\"bold\" letter-spacing=\"0\"><tspan x=\"90\" y=\"14.688\">Number of G2 Reviews<\/tspan><\/text><rect x=\"1\" y=\"39\" width=\"328\" height=\"53\" rx=\"2\" fill=\"#DAF0E5\" stroke=\"#089D52\" stroke-width=\"1.5\" stroke-dasharray=\"4 4\"><\/rect><path stroke=\"#E3E3E3\" stroke-dasharray=\"2.93 2.93\" stroke-width=\".731\" d=\"M77.34 207.123V38.305M104.479 207.123V38.305M131.619 207.123V38.305M158.758 207.123V38.305M185.897 207.123V38.305M213.036 207.123V38.305M240.175 207.123V38.305M267.314 207.123V38.305M294.454 207.123V38.305M321.593 207.123V38.305\"><\/path><path stroke=\"#07003A\" stroke-width=\".731\" d=\"M77.34 207.123v-4.388M104.479 207.123v-4.388M131.619 207.123v-4.388M158.758 207.123v-4.388M185.897 207.123v-4.388M213.036 207.123v-4.388M240.175 207.123v-4.388M267.314 207.123v-4.388M294.454 207.123v-4.388M321.593 207.123v-4.388M77.34 38v169.428H323.56\"><\/path><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"77.241\" y=\"223.801\">0<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"92.942\" y=\"223.801\">100<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"119.61\" y=\"223.801\">200<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"147.261\" y=\"223.801\">300<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"174.929\" y=\"223.801\">400<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"202.99\" y=\"223.801\">500<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"230.666\" y=\"223.801\">600<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"258.291\" y=\"223.801\">700<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"285.327\" y=\"223.801\">800<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"313.208\" y=\"223.801\">900<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"10.942\" letter-spacing=\"0\"><tspan x=\"153.265\" y=\"250.02\">Number of Reviews<\/tspan><\/text><g><path d=\"M99.592 44.785h215.281a3.393 3.393 0 0 1 3.393 3.392v10.178a3.393 3.393 0 0 1-3.393 3.392H77.592V44.785Z\" fill=\"#BF3078\" data-name=\"VWO Testing\" data-value=\"899\" data-y=\"44.785\" data-height=\"26.286\" data-chart-type=\"reviews\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"7.359\" y=\"56.429\">VWO Testing<\/tspan><\/text><\/g><g><path d=\"M85.592 71.071h235.754a3.393 3.393 0 0 1 3.393 3.392v10.178a3.393 3.393 0 0 1-3.393 3.392H77.592V71.071Z\" fill=\"#452479\" data-name=\"Optimizely\" data-value=\"906\" data-y=\"71.071\" data-height=\"26.286\" data-chart-type=\"reviews\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"18.033\" y=\"82.715\">Optimizely<\/tspan><\/text><\/g><g><path d=\"M77.592 97.357h72.665a3.393 3.393 0 0 1 3.392 3.393v10.177a3.392 3.392 0 0 1-3.392 3.392H77.592V97.357Z\" fill=\"#6B47A5\" data-name=\"AB Tasty\" data-value=\"283\" data-y=\"97.357\" data-height=\"26.286\" data-chart-type=\"reviews\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"27.516\" y=\"109.001\">AB Tasty<\/tspan><\/text><\/g><g><path d=\"M77.592 123.643H94.68a3.393 3.393 0 0 1 3.392 3.393v10.177a3.392 3.392 0 0 1-3.392 3.392h-17.09v-16.962Z\" fill=\"#9372CA\" data-name=\"Adobe Target\" data-value=\"75\" data-y=\"123.643\" data-height=\"26.286\" data-chart-type=\"reviews\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"4.869\" y=\"135.287\">Adobe Target<\/tspan><\/text><\/g><g><path d=\"M77.592 149.929h38.291a3.393 3.393 0 0 1 3.393 3.393v10.177a3.392 3.392 0 0 1-3.393 3.392H77.592v-16.962Z\" fill=\"#DEC9FF\" data-name=\"Dynamic Yield\" data-value=\"156\" data-y=\"149.929\" data-height=\"26.286\" data-chart-type=\"reviews\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"0.65\" y=\"161.573\">Dynamic Yield<\/tspan><\/text><\/g><g><path d=\"M77.592 176.216h30.251a3.392 3.392 0 0 1 3.393 3.392v10.177a3.392 3.392 0 0 1-3.393 3.392H77.592v-16.961Z\" fill=\"#F4ECFF\" data-name=\"Kameleoon\" data-value=\"127\" data-y=\"176.216\" data-height=\"26.286\" data-chart-type=\"reviews\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"16.09\" y=\"187.859\">Kameleoon<\/tspan><\/text><\/g><\/svg><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" fill=\"none\" class=\"js-vwo-compare-chart-svg js-vwo-ratings-chart\" viewBox=\"0 0 330 258\"><text xml:space=\"preserve\" font-size=\"16\" font-weight=\"bold\" letter-spacing=\"0\"><tspan x=\"145\" y=\"14.688\">Ratings<\/tspan><\/text><rect x=\"1\" y=\"39\" width=\"328\" height=\"53\" rx=\"2\" fill=\"#DAF0E5\" stroke=\"#089D52\" stroke-width=\"1.5\" stroke-dasharray=\"4 4\"><\/rect><path stroke=\"#E3E3E3\" stroke-dasharray=\"2.93 2.93\" stroke-width=\".731\" d=\"M77.34 207.123V38.305M159.34 207.123V38.305M241.34 207.123V38.305M323.34 207.123V38.305\"><\/path><path stroke=\"#07003A\" stroke-width=\".731\" d=\"M77.34 207.123v-4.388M159.34 207.123v-4.388M241.34 207.123v-4.388M323.34 207.123v-4.388M77.34 38v169.428h246.219\"><\/path><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"77.386\" y=\"223.801\">3.5<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"156.069\" y=\"223.801\">4.0<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"235.112\" y=\"223.801\">4.5<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"8.753\" letter-spacing=\"0\"><tspan x=\"314.403\" y=\"223.801\">5.0<\/tspan><\/text><text xml:space=\"preserve\" font-size=\"10.942\" letter-spacing=\"0\"><tspan x=\"161.108\" y=\"250.02\">Rating (out of 5)<\/tspan><\/text><g><path d=\"M77.592 44.766h128.607a3.393 3.393 0 0 1 3.393 3.392v10.216a3.393 3.393 0 0 1-3.393 3.392H77.592v-17Z\" fill=\"#BF3078\" data-name=\"VWO Testing\" data-value=\"4.3\" data-y=\"44.766\" data-height=\"26.286\" data-chart-type=\"ratings\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"7.359\" y=\"56.429\">VWO Testing<\/tspan><\/text><\/g><g><path d=\"M77.592 71.052h111.607a3.393 3.393 0 0 1 3.393 3.392V84.66a3.393 3.393 0 0 1-3.393 3.392H77.592v-17Z\" fill=\"#452479\" data-name=\"Optimizely\" data-value=\"4.2\" data-y=\"71.052\" data-height=\"26.286\" data-chart-type=\"ratings\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"18.033\" y=\"82.715\">Optimizely<\/tspan><\/text><\/g><g><path d=\"M77.592 97.338h160.607a3.393 3.393 0 0 1 3.393 3.393v10.215a3.393 3.393 0 0 1-3.393 3.392H77.592v-17Z\" fill=\"#6B47A5\" data-name=\"AB Tasty\" data-value=\"4.5\" data-y=\"97.338\" data-height=\"26.286\" data-chart-type=\"ratings\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"27.516\" y=\"109.001\">AB Tasty<\/tspan><\/text><\/g><g><path d=\"M77.592 123.624h95.607a3.393 3.393 0 0 1 3.393 3.393v10.215a3.393 3.393 0 0 1-3.393 3.392h-95.607v-17Z\" fill=\"#9372CA\" data-name=\"Adobe Target\" data-value=\"4.1\" data-y=\"123.624\" data-height=\"26.286\" data-chart-type=\"ratings\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"4.869\" y=\"135.287\">Adobe Target<\/tspan><\/text><\/g><g><path d=\"M77.592 149.91h160.607a3.393 3.393 0 0 1 3.393 3.393v10.215a3.392 3.392 0 0 1-3.393 3.392H77.592v-17Z\" fill=\"#DEC9FF\" data-name=\"Dynamic Yield\" data-value=\"4.5\" data-y=\"149.91\" data-height=\"26.286\" data-chart-type=\"ratings\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"0.65\" y=\"161.573\">Dynamic Yield<\/tspan><\/text><\/g><g><path d=\"M77.592 176.196h176.607a3.393 3.393 0 0 1 3.393 3.393v10.215a3.392 3.392 0 0 1-3.393 3.392H77.592v-17Z\" fill=\"#F4ECFF\" data-name=\"Kameleoon\" data-value=\"4.6\" data-y=\"176.196\" data-height=\"26.286\" data-chart-type=\"ratings\"><\/path><text xml:space=\"preserve\" font-weight=\"600\" font-size=\"10\" letter-spacing=\"0\"><tspan x=\"16.09\" y=\"187.859\">Kameleoon<\/tspan><\/text><\/g><\/svg><\/div><\/div>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"15 best A\/B testing tools in 2026\" id=\"15-best-a-b-testing-tools-in-2026\" data-menu-id=\"15-best-a-b-testing-tools-in-2026\" style=\"text-align:left\"><strong>15 best A\/B testing tools in 202<\/strong>6<\/h2>\n\n\n<p>Let&#8217;s help you make an informed choice. Here we have a curated list of the top 15 A\/B testing tools available on the market along with key details related to each tool.&nbsp;<\/p>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"Quick comparison table \" id=\"quick-comparison-table\" data-menu-id=\"quick-comparison-table\" style=\"text-align:left\">A\/B testing tools: A quick comparison table <\/h3>\n\n\n<p>Here\u2019s a quick comparison of the tools, highlighting their key capabilities and starting prices for paid plans.<\/p>\n\n\n\n<figure class=\"wp-block-table table-vertical-center table-shrink-first-column\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Sr no.<\/strong><\/td><td><strong>Tool name<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Noteworthy capabilities<\/strong><\/td><td><strong>Starting paid plan<\/strong><\/td><\/tr><tr><td>1<\/td><td>VWO<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Behavior targeting<br>\u2023 Multi-armed bandit <br>\u2023 Generative AI for A\/B test automation<br>\u2023 Personalized image generation<br><\/td><td>On request<\/td><\/tr><tr><td>2<\/td><td>Optimizely<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 CDP integration<br>\u2023 Advanced omnichannel personalization<br>\u2023 Bayesian and Frequentist stats engine<\/td><td>On request<\/td><\/tr><tr><td>3<\/td><td>AB Tasty<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Multi-armed bandit testing<br>\u2023 Audience and behavior-based targeting<br>\u2023  AI for visitor segmentation based on emotional states<\/td><td>On request<\/td><\/tr><tr><td>4<\/td><td>Adobe Target<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023  Multi-touch campaigns<br>\u2023  AI-driven personalized offers<br>\u2023 Behavior targeting<\/td><td>On request<\/td><\/tr><tr><td>5<\/td><td>Dynamic Yield<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Predictive targeting<br>\u2023 AdaptML deep learning for next-best product predictions<\/td><td>On request<\/td><\/tr><tr><td>6<\/td><td>Kameleoon<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 AI-driven segmentation and personalization<br>\u2023 45+ native targeting criteria<\/td><td>On request<\/td><\/tr><tr><td>7<\/td><td>Convert<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Flicker-free client-side testing<br>\u2023 Customizable targeting<br>\u2023 AI-based text suggestions<\/td><td>Starting at $199\/month<\/td><\/tr><tr><td>8<\/td><td>Omniconvert<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 User segmentation<br>\u2023 Bayesian and Frequentist stats engine<\/td><td>From $273\/month<\/td><\/tr><tr><td>9<\/td><td>LaunchDarkly<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Feature flagging<br>\u2023 Funnel experiments<br>\u2023 Full-stack optimization<\/td><td>From $12\/month<\/td><\/tr><tr><td>10<\/td><td>Statsig<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Bayesian and Frequentist stats<br>\u2023 Multi-armed bandit testing<br>\u2023 Heterogeneous effect detection<\/td><td>From $150\/month<\/td><\/tr><tr><td>11<\/td><td>Unbounce<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 AI-based copywriting<br>\u2023 Landing page builder with A\/B testing<\/td><td>Starting at $74\/month<\/td><\/tr><tr><td>12<\/td><td>ABsmartly<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Group sequential testing<br>\u2023 Robot and scraper detection<br>\u2023 Conflicting experiments detection<\/td><td>\u20ac60K\/year<\/td><\/tr><tr><td>13<\/td><td>SiteSpect<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 No flicker effect<br>\u2023 Mobile targeting<br>\u2023 Comprehensive API<\/td><td>On request<\/td><\/tr><tr><td>14<\/td><td>Apptimize<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Cross-platform testing with patented technology<br>\u2023 Audience segmentation&nbsp;<\/td><td>On request<\/td><\/tr><tr><td>15<\/td><td>Split.io<\/td><td class=\"has-text-align-center\" data-align=\"center\">\u2023 Feature flag management<br>\u2023 SDKs for multiple platforms<br>\u2023 Instant feature impact detection<\/td><td>$35\/month<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"1. VWO\" id=\"1-vwo\" data-menu-id=\"1-vwo\" style=\"text-align:left\"><strong>1. VWO<\/strong><\/h3>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"718\" data-id=\"79013\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png\" alt=\"VWO Homepage - A\/B testing software\" class=\"wp-image-79013\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/VWO.png?tr=w-375 375w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><a href=\"https:\/\/vwo.com\/\">VWO<\/a> started its journey in 2010 with a simple drag-and-drop editor. Since then, it has evolved into an end-to-end experience optimization platform.<\/p>\n\n\n\n<p>Today, VWO offers a suite of integrated tools. These tools help unify customer data, uncover behavioral insights, and run A\/B tests across web, mobile, and server environments. With VWO, you can also roll out new features, personalize customer experiences, and optimize the entire customer journey.<\/p>\n\n\n\n<p><strong>Test types:<\/strong> A\/B Testing, Split URL Testing, <a href=\"https:\/\/vwo.com\/multivariate-testing\/\">Multivariate Testing<\/a><\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> VWO\u2019s <a href=\"https:\/\/vwo.com\/why-us\/technology\/bayesian-statistics\/\">Bayesian-powered SmartStats<\/a> engine accounts for common biases like sequential testing errors and Bonferroni errors so you can focus on getting reliable and real-time reports. <\/p>\n\n\n\n<p>You can visit the <a href=\"https:\/\/vwo.com\/stats-blog\/\">VWO Stats Blog<\/a> to learn all about complex statistical concepts and learn about VWO&#8217;s statistical research in A\/B testing.<\/p>\n\n\n\n<p><strong>Noteworthy features:<\/strong> Audience and <a href=\"https:\/\/vwo.com\/blog\/behavioral-targeting\/\">behavior targeting<\/a>, mutually exclusive campaigns, <a href=\"https:\/\/vwo.com\/glossary\/code-editor\/\">code editor<\/a>, test triggers, in-app comment feature for cross-team communication, <a href=\"https:\/\/vwo.com\/blog\/multi-armed-bandit-algorithm\/\">multi-armed bandit testing<\/a>, ease of expansion to project management and behavior analysis capabilities, and data integration with over 40 platforms, including Google Analytics, WordPress, Shopify, and more. Also, it has editable statistical parameters, constant experiment health checks, and guardrail metrics.<\/p>\n\n\n\n<p><strong>AI-based features:<\/strong> VWO leverages a generative AI engine that allows users to generate tailored optimization ideas simply by entering a webpage URL.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/AI-suggestions-in-AB-testing-5.mp4\"><\/video><figcaption class=\"wp-element-caption\">VWO Product Updates<\/figcaption><\/figure>\n\n\n\n<p><strong>Supported testing platforms:<\/strong> Web, <a href=\"https:\/\/vwo.com\/testing\/mobile-app\/\">Mobile apps<\/a>, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> It is based on monthly tracked users (MTU) and the chosen platform.<\/p>\n\n\n\n<p>For more detailed pricing and plan information, visit VWO&#8217;s <a href=\"https:\/\/vwo.com\/pricing\/\">pricing and plans<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">No flickering is ensured for client-side testing with a single-line asynchronous smart code. Plus, SDK-based server-side tests mean no latency and allow users to conduct omnichannel.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Less advanced feature management as it is not the core offering of the platform.&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Customer experience:<\/strong><\/p>\n\n\n\n<p>Here is what <a href=\"https:\/\/www.linkedin.com\/in\/jaredbrown\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jared Brown<\/a>, CEO of <a href=\"https:\/\/hubstaff.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hubstaff<\/a>, shared about using VWO<\/p>\n\n\n\n<blockquote>\n<p>VWO had clear and concise documentation, and we didn\u2019t have to go through sales calls to get on and running.&nbsp;<\/p>\n<p>Also, it had transparent pricing, and we could know how much we would need to pay once we confirmed that VWO suits our needs.&nbsp;They even had a trial so we could test the product and see if it fit our needs.<\/p>\n<p>We only used the redirect A\/B tests, and the variant had the same URL as the control with a custom AB parameter. To track the A\/B test result, we were using targeted page views and triggering VWO custom goals. Besides this, we were also checking the results via our internal analytics tool because VWO allowed us enough flexibility to use the product according to our needs.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-90712\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/1601927062581-300x300.jpeg\" alt=\"Jared Brown\" width=\"100\" height=\"100\">&#8211; <strong><em>Jared Brown<\/em><\/strong><strong><em>, <\/em><\/strong><\/p>\n<p><strong><em>CEO of HubStaff<\/em><\/strong><\/p>\n<p><em>Source: <\/em><a href=\"https:\/\/vwo.com\/blog\/expert-interviews\/insights-from-jared-brown-cro-perspectives\/\" rel=\"noopener noreferrer\"><em>Conversations with industry experts<\/em><\/a><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"2. Optimizely\u00a0\" id=\"2-optimizely\" data-menu-id=\"2-optimizely\" style=\"text-align:left\"><strong>2. Optimizely<\/strong><\/h3>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"709\" data-id=\"79022\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png\" alt=\"Optimizely Website\" class=\"wp-image-79022\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Optimizely-.png?tr=w-375 375w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><a href=\"https:\/\/www.optimizely.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Optimizely<\/a> is a comprehensive digital experience platform that provides web and feature experimentation capabilities, content management, and advanced personalization engines. Its project management capabilities are available on both client and server-side testing. Additionally, Optimizely integrates a <a href=\"https:\/\/vwo.com\/customer-data-platform-guide\/\">Customer Data Platform (CDP)<\/a> to centralize and harmonize customer data.&nbsp;<\/p>\n\n\n\n<p><strong>Test types:<\/strong> A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> The statistics engine leverages the Bayesian and <a href=\"https:\/\/vwo.com\/stats-blog\/the-frequentist-way-to-statistical-significance\/\">Frequentist statistics model<\/a>.&nbsp;<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>WYSIWYG editor, CDN A\/B testing, <a href=\"https:\/\/vwo.com\/glossary\/multi-armed-bandit-testing\/\">multi-armed bandit testing<\/a>, audience targeting, mutually exclusive campaigns, advanced omnichannel personalization solutions, and advanced native integration for server-side testing.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>It has a generative AI-based text variation generator.&nbsp;<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile apps, Server-side, OTT<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> It is available on request.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">It has Sequential Hypothesis testing that improves the accuracy of test performance and offers strong segmentation capabilities.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Switching between snippets and mini-snippets causes performance issues and delays the website loading time.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>A customer experience as per G2 reviews:&nbsp;<\/strong><\/p>\n\n\n\n<blockquote>\n<p>\u201cThe ability to control the percentage of a feature under experiment is one of the best tools I&#8217;ve used. Being able to turn on\/off these experiments near instantly has helped reduce our mean time to resolve by at least 60%.\u201d &#8211; <a href=\"https:\/\/www.linkedin.com\/in\/caleb-ruzicka-b8053612a\/\" target=\"_blank\" rel=\"noopener\">Caleb Ruzicka<\/a>, Quality Assurance Engineer II at uShip<\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"3. AB Tasty\" id=\"3-ab-tasty\" data-menu-id=\"3-ab-tasty\" style=\"text-align:left\"><strong>3. AB Tasty<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/07\/image-20.png\" alt=\"\"\/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.abtasty.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">AB Tasty<\/a> is an experience optimization platform that allows brands to deliver customer experience through experimentation and <a href=\"https:\/\/vwo.com\/website-personalization\/\">personalization<\/a>. It is one of the leading tools in the market with a global market presence.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> The stats engine uses the <a href=\"https:\/\/vwo.com\/glossary\/bayesian\/\">Bayesian statistics model<\/a>.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>WYSIWYG editor, comprehensive widget options, multi-armed bandit testing, audience, and behavior-based targeting.<\/p>\n\n\n\n<p><strong>AI-based features:<\/strong> AB Tasty enables users to leverage generative AI for visitor segmentation based on emotional states.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile apps, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> It is available on request.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Easy-to-use drag-and-drop editor to make changes to your web pages without involving your development team.<br><\/td><td class=\"has-text-align-center\" data-align=\"center\">Implementation documentation doesn\u2019t help a lot in solving user queries.<br><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong><strong>A customer experience as per G2 reviews:&nbsp;<\/strong><\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cSetting up tests is super easy! Implementation\/integration for us was a little tricky, and we ran into some troubles with the reporting but we were helped along the way in all possible ways until it was solved.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/lindaaarts\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Linda Aarts<\/span><\/a><span style=\"font-weight: 400\">, CRO specialist at Sitly<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"4. Adobe Target\" id=\"4-adobe-target\" data-menu-id=\"4-adobe-target\" style=\"text-align:left\"><strong>4. Adobe Target<\/strong><\/h3>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"671\" data-id=\"79028\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png\" alt=\"Adobe Target Website\" class=\"wp-image-79028\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Adobe-Target.png?tr=w-375 375w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n<\/figure>\n\n\n\n<p>From the tech giant Adobe, <a href=\"https:\/\/business.adobe.com\/products\/target\/ab-testing.html\" target=\"_blank\" rel=\"noreferrer noopener\">Adobe Target<\/a> is a comprehensive solution within the Adobe Experience Cloud. It offers a robust suite of features, including experimentation, personalization, and product recommendations, designed to optimize user experiences. Adobe Target also integrates seamlessly with other Adobe solutions, such as Adobe Analytics. As an enterprise-grade platform, it is often used by matured experimentation teams.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong>&nbsp;Adobe Target stat engine is based on a Frequentist statistics model.&nbsp;<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>WYSIWYG editor, <a href=\"https:\/\/vwo.com\/blog\/how-audience-targeting-helps-you-build-personalized-experiences\/\">advanced targeting<\/a> based on behavior and attributes, and seamless integration with Adobe Experience Cloud tools.&nbsp;<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>It automatically allocates visitors to the winning variation earlier in the A\/B testing process. Additionally, it offers features such as click-based personalized website experiences, AI-driven offer delivery, and intelligent product recommendations.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile apps, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> It is available on request.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Easy integration with Adobe Analytics helps with advanced audience segments and reporting.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Server-side SDKs do not support third-party integrations.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cThe integration with Adobe Analytics provides powerful insights that help optimize campaigns in real-time. The ease of setting up experiments without needing deep technical expertise is also a big plus.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/arturbukowski\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Art Bukowski<\/span><\/a><span style=\"font-weight: 400\">, Conversion Optimization Manager at K-rauta.se<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"5. Dynamic Yield\u00a0\" id=\"5-dynamic-yield\" data-menu-id=\"5-dynamic-yield\" style=\"text-align:left\"><strong>5. Dynamic Yield<\/strong><\/h3>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-4 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"666\" data-id=\"79031\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png\" alt=\"Dynamic Yield Website\" class=\"wp-image-79031\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Dynamic-Yield.png?tr=w-375 375w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><a href=\"https:\/\/www.dynamicyield.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Dynamic Yield<\/a> is an experience optimization solution from Mastercard. It is an advanced omnichannel personalization platform and offers testing features as a part of its \u2018Optimize\u2019 solution. The platform leverages its \u201cPredictive Targeting\u201d engine to extend personalization to highly specific audience segments, helping to synchronize and enhance user experiences across various touchpoints.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> Dynamic Yield uses the Bayesian statistics model.<\/p>\n\n\n\n<p><strong>Noteworthy features:<\/strong> Multi-touch campaigns, multi-armed bandit testing, and seamless workflow for personalization.<\/p>\n\n\n\n<p><strong>AI-based features:<\/strong> It has AI-based text suggestions, audience segmentation capabilities, and personalization features, for example, AdaptML, a self-training deep learning system, enhances digital experiences by predicting customers\u2019 next-best products.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile apps, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> It is available on request.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Run server-side tests with zero latency across your tech stack.<\/td><td class=\"has-text-align-center\" data-align=\"center\">The absence of behavioral analytics tools limits the ability to analyze user behavior on websites.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:&nbsp;<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p>\u201cIts robust segmentation and targeting tools enable us to deliver impactful, data-driven campaigns across web, mobile, and email, creating a seamless omnichannel experience.\u201d &#8211; <a href=\"https:\/\/www.linkedin.com\/in\/faith-okwuosa\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Faith Okwuosa<\/span><\/a><span style=\"font-weight: 400\">, Senior Product Manager at Chalhoub Group<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"6. Kameleoon\" id=\"6-kameleoon\" data-menu-id=\"6-kameleoon\" style=\"text-align:left\"><strong>6. Kameleoon<\/strong><\/h3>\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-5 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"704\" data-id=\"79034\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png\" alt=\"Kameleoon Website\" class=\"wp-image-79034\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Kameleon.png?tr=w-375 375w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><a href=\"https:\/\/www.kameleoon.com\/en\" target=\"_blank\" rel=\"noreferrer noopener\">Kameleoon<\/a> is a platform offering personalization, feature management, and <a href=\"https:\/\/vwo.com\/website-optimization\/\">website optimization<\/a>. It empowers both product and marketing teams to accelerate their experimentation efforts while seamlessly integrating with their existing tech stacks.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong>&nbsp;Kameleoon by default, the experiment results are presented according to a Frequentist data analysis. But it also offers an option to switch to the Bayesian statistical model.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Widgets library, multi-armed bandit testing<strong>, <\/strong>45+ native targeting criteria<strong>, <\/strong>30+ integrations with 3rd party analytics, CRM, CMS, and more.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>Kameleoon offers AI-driven capabilities that allow users to precisely target audience segments, create tailored version, and analyze test results to uncover optimization opportunities.&nbsp;<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile apps, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> Pricing is available on request.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Strong custom-based targeting capabilities are available on Kameleoon Full Stack.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Behavioral insights and project management capabilities are missing.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:&nbsp;<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cIts in-depth targeting capabilities and quick, insightful analytics help us analyse and optimize effectively. The platform is easy to use, making it simple to run tests and share insight within our business.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/lily-vaughan\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Lily Vaughan<\/span><\/a><span style=\"font-weight: 400\">, CRO Analyst at Alternative Airlines<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"7. Convert\" id=\"7-convert\" data-menu-id=\"7-convert\" style=\"text-align:left\"><strong>7. Convert<\/strong><\/h3>\n\n\n<p><img decoding=\"async\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Convert.png\" alt=\"Convert Website\"><\/p>\n\n\n\n<p><a href=\"https:\/\/www.convert.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Convert<\/a> is a well-established A\/B testing platform. It has been serving businesses for over a decade. The platform caters to a wide range of market segments, from small businesses to large enterprises. It provides comprehensive solutions tailored to meet various organizational needs.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> Convert allows users to choose between two statistical models for test analysis: Frequentist and Bayesian.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Audience targeting engine with over 40 filtering options, visual editor, post segmentation,&nbsp;and code editor.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform has AI-based text suggestions to improve content and create A\/B test variations.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong><\/p>\n\n\n\n<p>The platform offers transparent pricing, with plans tailored based on the number of monthly tracked users. Both annual and monthly options are available. Below are the details of the annual plans:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Entry: $199\/month for up to 100K monthly tracked users<\/li>\n\n\n\n<li>Specialist: $999\/month for up to 400K monthly tracked users<\/li>\n\n\n\n<li>Pro: $1,699\/month for up to 700K monthly tracked users<\/li>\n\n\n\n<li>Enterprise: Custom price available upon request<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-white-background-color has-background has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">SmartInsert ensures flicker-free client-side testing, with variation switching in 200-300 ms on the first load and 10-50ms on repeat loads.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Necessary to implement multiple code snippets to achieve SPA compatibility, which makes testing&nbsp;dynamic websites&nbsp;a cumbersome process.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201c<\/span><span style=\"font-weight: 400\">Incredibly quick tool providing tons of performance and flicker less A\/B testing, all packed in an intuitive UI.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/aleksander-lach-746560104\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Aleksander Lach<\/span><\/a><span style=\"font-weight: 400\">, Digital Product &amp; CRO Manager at AIHR<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"8. Omniconvert\" id=\"8-omniconvert\" data-menu-id=\"8-omniconvert\" style=\"text-align:left\"><strong>8. Omniconvert<\/strong><\/h3>\n\n\n<p><img decoding=\"async\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Omniconvert.png\" alt=\"Omniconvert Website\"><\/p>\n\n\n\n<p><a href=\"https:\/\/www.omniconvert.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Omniconvert<\/a> is a digital experience optimization platform designed to help direct-to-consumer (D2C) businesses globally enhance customer experiences across acquisition, optimization, and retention stages. It provides solutions such as web experimentation, personalization, customer analytics, and customer feedback tools.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> Omniconvert offers both statistical models: Frequentist and Bayesian.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>WYSIWYG editor<strong> <\/strong>and audience segmentation.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform lacks AI-powered features specifically designed for <a href=\"https:\/\/vwo.com\/ab-testing\/\">A\/B testing<\/a>.<\/p>\n\n\n\n<p><strong>Supported testing platforms:<\/strong> Web<\/p>\n\n\n\n<p><strong>Pricing:<\/strong><\/p>\n\n\n\n<p>The pricing structure varies depending on the solution you choose, whether it&#8217;s A\/B testing, analytics, or another feature, as well as the number of users you plan to test each month. The entry-level plan starts at $273 per month, accommodating up to 50,000 users.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">A powerful statistical engine allows the creation of relevant and tailored user experiences at an individual level.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Multi-armed bandit, multivariate testing, mutually exclusive campaigns, and server-side testing are missing.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:&nbsp;<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p>\u201cA highly intuitive and easy to use user interface (UI), providing your operation with critical marketing optimization tactics like RFM and NPS, which go hand in hand with more advanced techniques such as A\/B Testing.\u201d &#8211; <a href=\"https:\/\/www.linkedin.com\/in\/max-sequeira-g\/\" target=\"_blank\" rel=\"noopener\">Max E. Sequeira Garza<\/a>, eCommerce expert&nbsp;<\/p>\n<\/blockquote>\n\n\n\n<p><em>Wonder why we say Multi-armed Bandit testing is an advanced testing feature? To learn how it can contribute to your bottom line, watch this webinar.&nbsp;<\/em><\/p>\n\n\n\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Minimize Conversion Loss in CRO testing with Multi Armed Bandits\" width=\"690\" height=\"388\" src=\"https:\/\/www.youtube.com\/embed\/EuHyMxDdgzs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">VWO Webinar: Minimize Conversion Loss in CRO Testing with Multi-Armed Bandits<\/figcaption><\/figure>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"9. LaunchDarkly\" id=\"9-launchdarkly\" data-menu-id=\"9-launchdarkly\" style=\"text-align:left\"><strong>9. LaunchDarkly<\/strong><\/h3>\n\n\n<p><img decoding=\"async\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/LaunchDarkly-1.png\" alt=\"Launchdarkly Website\"><\/p>\n\n\n\n<p><a href=\"https:\/\/launchdarkly.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">LaunchDarkly<\/a> is a feature management platform designed for modern enterprises. It offers tools for web experimentation, <a href=\"https:\/\/vwo.com\/glossary\/feature-testing\/\">feature testing<\/a>, feature flagging, and experience personalization through a unified dashboard. The platform lets you have precise control over the customer experience, allowing you to conduct safe&nbsp;<a href=\"https:\/\/vwo.com\/glossary\/testing-in-production\/\">testing in production<\/a>, obtain valuable feedback from users, and accelerate product release cycles. LaunchDarkly covers all major platforms like Xamarin, Swift, Java, .Net, C\/C++, Salesforce, Python, and more with its SDKs.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> LaunchDarkly uses Bayesian statistics in its experimentation.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Funnel experiments, and full-stack optimization.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform lacks AI-powered features specifically designed for A\/B testing.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Mobile app, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong><\/p>\n\n\n\n<p>LaunchDarkly offers clear and transparent pricing across three plans:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Developer \u2013 Free<\/li>\n\n\n\n<li>Foundation \u2013 $12\/month<\/li>\n\n\n\n<li>Enterprise \u2013 Custom pricing<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Faster iterations are based on continuous user feedback to constantly improve the product.<\/td><td class=\"has-text-align-center\" data-align=\"center\">No facility to conduct web testing using a drag-and-drop editor, which could reduce the involvement of IT and product teams.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cLaunchDarkly creates an event stream with the user&#8217;s browser, and the value of the feature flag gets updated on all the clients as soon as you update the value of the feature flag.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/arvind-kalra\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Arvind Kalra<\/span><\/a><span style=\"font-weight: 400\">, Senior Engineer at Postman<\/span><\/p>\n<\/blockquote>\n\n\n\n<p><em>Curious to discover more about feature flags? How about watching a webinar to clear all your doubts?&nbsp;<\/em><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Feature Flagging Your Way to Product Success\" width=\"690\" height=\"388\" src=\"https:\/\/www.youtube.com\/embed\/zpTLVKQuALs?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><figcaption class=\"wp-element-caption\">VWO Webinar: Feature Flagging Your Way to Product Success<\/figcaption><\/figure>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"10. Statsig\" id=\"10-statsig\" data-menu-id=\"10-statsig\" style=\"text-align:left\"><strong>10. Statsig<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1600\" height=\"700\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png\" alt=\"Statsig Website\" class=\"wp-image-79055\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/Statsig.png?tr=w-375 375w\" sizes=\"(max-width: 1600px) 100vw, 1600px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/statsig.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Statsig<\/a> is a feature management and experimentation platform designed to help users seamlessly launch, test, and analyze new features.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> Statsig uses Bayesian and Frequentist statistics in its experimentation model.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Visual editor, no-code web analytics, multi-armed bandit testing, heterogeneous effect detection, and native support.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform lacks AI-powered features specifically designed for A\/B testing.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile app, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong><\/p>\n\n\n\n<p>Statsig offers clear and transparent pricing across three plans:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Developer &#8211; Free<\/li>\n\n\n\n<li>Pro &#8211; Starting at $150\/month<\/li>\n\n\n\n<li>Enterprise &#8211; Custom pricing<\/li>\n\n\n\n<li>Warehouse &#8211; Custom pricing<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Its stats engine processes raw events, exposure events, and pre-computed metrics to enrich your experimentation strategy.&nbsp;<\/td><td class=\"has-text-align-center\" data-align=\"center\">Calls for technical expertise to perform complex experiments.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201c<\/span><span style=\"font-weight: 400\">Statsig is incredibly intuitive and easy to use. Setting up and running experiments is seamless, and the UI is extremely user-friendly.<\/span><span style=\"font-weight: 400\">\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/andrecosta90\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Andr\u00e9 Costa<\/span><\/a><span style=\"font-weight: 400\">, Staff Data Scientist at Rei do Pitaco<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"11. Unbounce\" id=\"11-unbounce\" data-menu-id=\"11-unbounce\" style=\"text-align:left\"><strong>11. Unbounce<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"551\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.33.56-PM-1024x551.png\" alt=\"Unbounce\" class=\"wp-image-90900\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.33.56-PM-1024x551.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.33.56-PM-1024x551.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.33.56-PM-1024x551.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.33.56-PM-1024x551.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/unbounce.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Unbounce<\/a> is a landing page builder platform that also provides A\/B testing, real-time analytics, and AI-driven tools for optimization and copywriting.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model:<\/strong> Unbounce provides limited details about its statistical models, so it&#8217;s unclear whether it uses a Bayesian or Frequentist approach for A\/B testing analysis.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>WYSIWYG editor, data integration with third-party platforms.&nbsp;<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform has AI-based traffic allocation to win variation along with AI-based copywriting.&nbsp;<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web<\/p>\n\n\n\n<p><strong>Pricing:<\/strong><\/p>\n\n\n\n<p>Unbounce offers clear and transparent pricing across four plans:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Build &#8211; $74 \/month (No A\/B testing)<\/li>\n\n\n\n<li>Experiment &#8211; $112 \/month<\/li>\n\n\n\n<li>Optimize &#8211; $187\/month<\/li>\n\n\n\n<li>Concierge &#8211; $649\/month<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">It quickly allows users to create landing pages, as quickly as in a day. Also, the experimentation and reporting feature makes it easy for users to quickly start with A\/B tests.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Limited design flexibility and occasional glitches are frustrating.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201c<\/span><span style=\"font-weight: 400\">Really easy WYSIWYG editor for landing pages, forms, etc. Also has integrations into things like Hubspot.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/mbgardner\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Matthew Gardner<\/span><\/a><span style=\"font-weight: 400\">, Co-Founder and CX at RouteThis<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"12. ABsmartly\" id=\"12-absmartly\" data-menu-id=\"12-absmartly\" style=\"text-align:left\"><strong>12. ABsmartly<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"563\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.39.57-PM-1024x563.png\" alt=\"ABsmartly\" class=\"wp-image-90906\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.39.57-PM-1024x563.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.39.57-PM-1024x563.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.39.57-PM-1024x563.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.39.57-PM-1024x563.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/absmartly.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">ABsmartly<\/a> is an experimentation platform tailored for B2C companies. It supports cross-channel and cross-platform testing. The platform claims the ability to run experiments up to 80% faster than other tools on the market.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model: <\/strong>ABsmartly provides limited details about its statistical models, so it&#8217;s unclear whether it uses a Bayesian or Frequentist approach for A\/B testing analysis.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Debugging &amp; guardrails, experiment library, robot and scraper detection, conflicting experiments detection.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform doesn\u2019t feature any AI-based features.&nbsp;<\/p>\n\n\n\n<p><strong>Supported testing platforms:<\/strong> Web, Email, Mobile app, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> ABsmartly uses event-based pricing, starting at \u20ac60K per year for up to 50 million events per month.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">It offers group sequential testing that makes A\/B testing faster.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Lack of behavior insights and AI-based features.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cTranslating advanced statistics into easy-to-read results. Plus, it has a very reliable engine, without any impact on your product performance.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/karol-wojciechowski-pmp%C2%AE-prince2%C2%AE-agilepm%C2%AE-173182a2\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Karol Wojciechowski<\/span><\/a><span style=\"font-weight: 400\">, Product Operations Manager, Serko Ltd.<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"13. Sitespect\" id=\"13-sitespect\" data-menu-id=\"13-sitespect\" style=\"text-align:left\"><strong>13. SiteSpect<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2023\/05\/SiteSpect.png?tr=w-1600\" alt=\"Sitespect\"\/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.sitespect.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">SiteSpect<\/a> is an A\/B testing and optimization platform offering a suite of solutions, including A\/B testing, personalization, and product recommendations.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model: <\/strong>The stats engine uses the Frequentist statistics model.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Visual editor, auto-promotion of winning variations, mobile targeting capabilities with preferred markup languages HTML or WAP\/WML, and comprehensive API<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform doesn\u2019t have any AI-based features.&nbsp;<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile app, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> It is available on request.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">No flickering effect and ensures high performance across all devices.<\/td><td class=\"has-text-align-center\" data-align=\"center\">The absence of a&nbsp;CDP&nbsp;prevents the fullest utilization of customer data to improve optimization programs.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cTool with a user-friendly UX and amazing technical support.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/gregorio-pinto-b3509149\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Gregorio Pinto<\/span><\/a><span style=\"font-weight: 400\">, Product Manager at <\/span><span style=\"font-weight: 400\">Teleflora&nbsp;<\/span><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"14. Apptimize\u00a0\" id=\"14-apptimize\" data-menu-id=\"14-apptimize\" style=\"text-align:left\"><strong>14. Apptimize<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"452\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.44.46-PM-1024x452.png\" alt=\"Apptimize\" class=\"wp-image-90910\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.44.46-PM-1024x452.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.44.46-PM-1024x452.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.44.46-PM-1024x452.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.44.46-PM-1024x452.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/apptimize.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Apptimize<\/a> is a versatile cross-channel A\/B testing tool that enables experimentation across platforms. It allows users to create personalized experiences, manage feature releases across multiple channels, and oversee multi-channel experiments\u2014all from a single, streamlined dashboard.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model: <\/strong>Apptimize provides limited details about its statistical analysis, so it&#8217;s unclear whether it uses a Bayesian or Frequentist approach for A\/B testing analysis.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>WYSIWYG editor, audience segmentation and targeting, patented technology for cross-platform testing.&nbsp;<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform doesn\u2019t have any AI-based features.&nbsp;<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, App, Server-side, OTT<\/p>\n\n\n\n<p><strong>Pricing:<\/strong> Apptimize offers a free plan, while its advanced and enterprise plans come with pricing available upon request.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Cross-platform experimentation allows to track impact on all platforms if a change is made in one.<\/td><td class=\"has-text-align-center\" data-align=\"center\">Dashboard can be overwhelming at the start which creates a steep learning curve.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"15. Split.io\u00a0\" id=\"15-split-io\" data-menu-id=\"15-split-io\" style=\"text-align:left\"><strong>15. Split.io<\/strong><\/h3>\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"501\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.46.26-PM-1024x501.png\" alt=\"split.io\" class=\"wp-image-90914\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.46.26-PM-1024x501.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.46.26-PM-1024x501.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.46.26-PM-1024x501.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2024-10-10-at-4.46.26-PM-1024x501.png?tr=w-375 375w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><a href=\"https:\/\/www.split.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">Split.io<\/a> is a feature delivery platform designed to streamline feature flag management, software experimentation, and continuous delivery. It combines the speed and control of feature flags with data-driven insights to measure the impact of each feature. The platform supports languages like Java, JavaScript, .Net, Node.js, PHP, Python, Redux, React, Ruby, Ruby on Rails, iOS, and GoLang.<\/p>\n\n\n\n<p><strong>Test types: <\/strong>A\/B Testing, Split URL Testing, Multivariate Testing<\/p>\n\n\n\n<p><strong>Statistical model: <\/strong>Split.io uses the Frequentist statistics model.<\/p>\n\n\n\n<p><strong>Noteworthy features: <\/strong>Guardrail metric, instant feature impact detection, and integration with all major platforms.<\/p>\n\n\n\n<p><strong>AI-based features: <\/strong>The platform didn\u2019t have A\/B testing specific AI-based features, but has a Chatbot called \u201cSwitch\u201d for instant customer support.<\/p>\n\n\n\n<p><strong>Supported testing platforms:&nbsp;<\/strong>Web, Mobile app, Server-side<\/p>\n\n\n\n<p><strong>Pricing:<\/strong><\/p>\n\n\n\n<p>Split.io offers clear and transparent pricing across three plans:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Starter &#8211; Free<\/li>\n\n\n\n<li>Startup &#8211; $35\/month<\/li>\n\n\n\n<li>Enterprise &#8211; custom pricing<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table is-style-regular\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Pros<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\"><strong>Cons<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">SDK architecture allows user data to be processed locally to prevent sending private info to the cloud.<\/td><td class=\"has-text-align-center\" data-align=\"center\">No separate packages for client and server-side SDKs.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong><strong>A customer experience as per G2 reviews:<\/strong><\/strong><\/p>\n\n\n\n<blockquote>\n<p><span style=\"font-weight: 400\">\u201cThe best feature of Split.io is its ease of use and integration. We use it for controlling feature rollouts on many of our projects.\u201d &#8211; <\/span><a href=\"https:\/\/www.linkedin.com\/in\/orchanian\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400\">Simon Orchanian<\/span><\/a><span style=\"font-weight: 400\">, QA Manager at Agero<\/span><\/p>\n<\/blockquote>\n\n\n\n<p>Now that we\u2019ve explored leading A\/B testing softwares in the market, let\u2019s dive into important use cases and understand how to select a tool that solves challenges relevant to you.<\/p>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Choosing the right A\/B testing tool\u00a0\" id=\"choosing-the-right-a-b-testing-tool\" data-menu-id=\"choosing-the-right-a-b-testing-tool\" style=\"text-align:left\"><strong>Choosing the right A\/B testing tool\u00a0<\/strong><\/h2>\n\n\n<p>We&#8217;ve shortlisted 15 A\/B testing tools. Now, let&#8217;s refine our selection process by discussing the key criteria for shortlisting. We will identify which tools excel in each specific area to help you find the best fit for your needs.<\/p>\n\n\n\n<blockquote>\n<p data-pm-slice=\"1 1 [&quot;blockquote&quot;,{}]\">An A\/B testing tool should be easy to use and simple to onboard team members. Optimization\u2014especially conversion rate optimization\u2014is not a one-person job. It requires collaboration, ideally involving the entire marketing department. To drive real change, the tool should be accessible and have a low learning curve to ensure everyone can engage effectively and adopt the right mindset.<\/p>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-90693\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/1708468205046-300x300.jpeg\" alt=\"David Otero\" width=\"100\" height=\"100\">\u2013 <a href=\"https:\/\/www.linkedin.com\/in\/doterobcn\/\" target=\"_blank\" rel=\"noreferrer noopener\">David Otero<\/a>,<\/strong><\/p>\n<p><strong>Growth Specialist at DLTC<\/strong><\/p>\n<p>Source: <a href=\"https:\/\/vwo.com\/webinars\/run-cost-efficient-cro-program\/\" rel=\"noopener noreferrer\">Running cost efficient CRO program<\/a>&nbsp;<\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"1. Are you seeking a one-stop solution for all your CRO needs?\" id=\"1-are-you-seeking-a-one-stop-solution-for-all-your-cro-needs\" data-menu-id=\"1-are-you-seeking-a-one-stop-solution-for-all-your-cro-needs\" style=\"text-align:left\">1. Are you seeking a one-stop solution for all your conversion rate optimization (CRO) needs?<\/h3>\n\n\n<p>Handling multiple tools can be a hassle. If you\u2019re looking for a tool that caters to various facets of CRO like <a href=\"https:\/\/vwo.com\/visitor-behavior-analysis\/\">behavior analysis<\/a>, personalization, and data management, then here are tools that we recommend.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Tool name<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>VWO<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Statsig<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Omniconvert<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Features<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">1. Visitor behavior<br>2. Multichannel experimentation<br>3. Personalization<br>4. Customer data platform<br>5. Project management<\/td><td class=\"has-text-align-left\" data-align=\"left\">1. Multichannel experimentation<br>2. Product and customer behavior analytics<br>3. Web analytics<\/td><td class=\"has-text-align-left\" data-align=\"left\">1. Experimentation <br>2. Personalization<br>3. Surveys<br>4. E-commerce specific analysis and optimization tool<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div class=\"flex max-w-full flex-col flex-grow\">\n<div class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"d04aa956-7f6b-40a1-b64c-a94fadf18c9b\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert light\">\n<blockquote>\n<p>Marketers&#8217; tools can include skills, software, or other resources. Minimizing unnecessary movements and time-wasting is crucial. Having everything you need in one place helps avoid distractions. So, can you setup, execute, and report all from a single tool? Doing so can be incredibly efficient, preventing the need to jump between different platforms. Alternatively, it could be as straightforward as ensuring all your reports are pulled from the same platform at consistent intervals\u2014daily, weekly, or monthly\u2014creating a single source of truth. This ensures you\u2019re always using comparable data to make decisions based on knowledge.<\/p>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-90721\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/1712226695742-300x300.jpeg\" alt=\"Lee Bradshaw\" width=\"100\" height=\"100\">&#8211; <a href=\"https:\/\/www.linkedin.com\/in\/ldbradshaw\/\" target=\"_blank\" rel=\"noopener\">Lee Bradshaw<\/a>,<\/strong><\/p>\n<p><strong>Head of Lead Generation at boxChilli Digital Marketing<\/strong><\/p>\n<p>Source: <a href=\"https:\/\/vwo.com\/webinars\/kaizen-improve-website\/\">Webinar on Kaizen philosophy<\/a>&nbsp;<\/p>\n<\/blockquote>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"2. Looking for rapid experimentation with AI in A\/B testing?\" id=\"2-looking-for-rapid-experimentation-with-ai-in-a-b-testing\" data-menu-id=\"2-looking-for-rapid-experimentation-with-ai-in-a-b-testing\" style=\"text-align:left\">2. Looking for rapid experimentation with AI in A\/B testing?<\/h3>\n\n\n<p>Artificial intelligence has quickly become an integral part of solutions across various industries, and the optimization and testing space is no exception. If you\u2019re aiming to accelerate your testing process with AI-driven features, here are some tools that we think are best suited.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Tool name<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>VWO<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Adobe Target<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Kameleoon&nbsp;<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Feature details<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">Generative AI feature to generate personalized testing ideas for specific web pages and goals.&nbsp;<\/td><td class=\"has-text-align-left\" data-align=\"left\">AI-based feature to automatically allocate more traffic to winning variation beforehand.<\/td><td class=\"has-text-align-left\" data-align=\"left\">AI feature helps in generating A\/B test variation, targeting audience segments, and analyzing A\/B test results.&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<blockquote>\n<p data-pm-slice=\"1 1 [&quot;blockquote&quot;,{}]\"><em>I recently had a discussion with a CRO colleague about the need for a tool that uses AI to combine multiple data sources \u2013 such as analytics, heatmaps, session recording and heuristic analysis \u2013 to generate recommendations. I don\u2019t think we are too far off from a tool like this, where much of the heavy lifting during the research phase is cut down, allowing the marketer to focus on strategy and implementation.<\/em><\/p>\n<p><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-90683\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/1722113807849-300x300.jpeg\" alt=\"Ilan Hurwitz\" width=\"100\" height=\"100\" \/>\u2013 <\/strong><a href=\"https:\/\/www.linkedin.com\/in\/ilanhurwitz\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Ilan Hurwitz<\/strong><\/a><strong>,<\/strong><\/p>\n<p><strong>Founder at <a href=\"https:\/\/www.cleverconversions.com.au\" target=\"_blank\" rel=\"noopener\">Clever Conversions<\/a><\/strong><\/p>\n<p>Source: <a href=\"https:\/\/vwo.com\/blog\/expert-interviews\/cro-insights-ilan-hurwitz\/\" rel=\"noopener noreferrer\">Insights from Ilan Hurwitz<\/a><\/p>\n<\/blockquote>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"3. Have questions on user privacy?\" id=\"3-have-questions-on-user-privacy\" data-menu-id=\"3-have-questions-on-user-privacy\" style=\"text-align:left\">3. Have questions on user privacy?<\/h3>\n\n\n<p>Privacy is becoming a top priority for most businesses today. If your goal is to run experiments while ensuring that visitor data remains secure, here are the tools that we think are the best.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Tool name<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>VWO<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>LaunchDarkly<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\"><strong>Optimizely<\/strong><\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>Compliance<\/strong><\/td><td class=\"has-text-align-left\" data-align=\"left\">GDPR<br>CCPA<br>CPRA<br>PCI DSS v4.0.2<br>ISO 27001:2022 ISMS<br>ISO 27701:2019 PIMS<br>ISO 27017 Cloud Security<br>ISO 27018 Cloud Privacy<br>SOC 2 Type II<\/td><td class=\"has-text-align-left\" data-align=\"left\">GDPR<br>CCPA<br>ISO 27001<br>ISO27701<br>HIPAA<br>FedRAMP<br>SOC 2 Type II<\/td><td class=\"has-text-align-left\" data-align=\"left\">GDPR<br>CCPA<br>PCI DSS<br>ISO 27001:2022 ISMS<br>SOC 2 Type II<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"4. Want to explore tools backed by outstanding reviews and testimonials?\" id=\"4-want-to-explore-tools-backed-by-outstanding-reviews-and-testimonials\" data-menu-id=\"4-want-to-explore-tools-backed-by-outstanding-reviews-and-testimonials\" style=\"text-align:left\">4. Want to explore tools backed by outstanding reviews and testimonials?<\/h3>\n\n\n<p>If your criteria for selecting an A\/B testing tool focus on positive reviews, extensive market presence, and high user satisfaction from current clients, then the <a href=\"https:\/\/www.g2.com\/categories\/a-b-testing-tools\" target=\"_blank\" rel=\"noreferrer noopener\">G2 Grid for&nbsp;A\/B Testing<\/a> is a must-see. It highlights the top tools based on these factors.<\/p>\n\n\n\n<p>From our list of 15 shortlisted tools, VWO, AB Tasty, and LaunchDarkly stand out with impressive satisfaction ratings, making them strong contenders for your consideration.<\/p>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"5. Want to expedite your decision with an interactive feature comparison tool?\" id=\"5-want-to-expedite-your-decision-with-an-interactive-feature-comparison-tool\" data-menu-id=\"5-want-to-expedite-your-decision-with-an-interactive-feature-comparison-tool\" style=\"text-align:left\">5. Want to expedite your decision with an interactive feature comparison tool?<\/h3>\n\n\n<p>If you want to compare the top A\/B testing software feature by feature, we\u2019ve got you covered. Here\u2019s a preview of the free interactive tool that helps you make a side-by-side comparison.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"2022\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png\" alt=\"VWO interactive feature comparison tool\" class=\"wp-image-90439\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png 2400w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/09\/2-15.png?tr=w-375 375w\" sizes=\"(max-width: 2400px) 100vw, 2400px\" \/><\/figure>\n\n\n\n<p>Choose your criteria and check which platform offers what you need. Explore the <a href=\"https:\/\/vwo.com\/tools\/ab-testing-tools-comparison\/\">full A\/B testing tools comparison<\/a> here.<\/p>\n\n\n\n<div class=\"wp-block-vwo-gutenberg-vwo-protip\"><div id=\"vwo-gutenberg\"><div class=\"vwo-protip-section\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/2024\/05\/icon-bulb.svg\" width=\"36\" height=\"42\"\/><div><strong class=\"vwo-protip-heading\">Pro Tip!<\/strong><p class=\"vwo-protip-content\">When selecting an A\/B testing tool, prioritize those with advanced targeting capabilities and seamless integrations with third-party platforms. This ensures you can run precise, tailored experiments and effortlessly integrate test results into your broader marketing strategies for more effective decision-making and improved customer experiences.<\/p><\/div><\/div><\/div><\/div>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/vwo.com\/ab-testing\/#guide-download\"><strong><em>Download Free: A\/B Testing Guide<\/em><\/strong><\/a><\/p>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Cost of A\/B testing platforms\" id=\"cost-of-a-b-testing-platforms\" data-menu-id=\"cost-of-a-b-testing-platforms\" style=\"text-align:left\">Cost of A\/B testing platforms<\/h2>\n\n\n<p>Pricing is one of the first things you&#8217;ll consider when evaluating A\/B testing tools. Here&#8217;s a breakdown of what A\/B testing platforms typically cost and whether free plans make sense for your business.<\/p>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"1. How much do A\/B testing tools cost by business size?\" id=\"1-how-much-do-a-b-testing-tools-cost-by-business-size\" data-menu-id=\"1-how-much-do-a-b-testing-tools-cost-by-business-size\" style=\"text-align:left\">1. How much do A\/B testing tools cost by business size?<\/h3>\n\n\n<p>Most A\/B testing tools offer a free trial or starter plan to get you going. Once you&#8217;re ready to scale and tap into advanced features, pricing typically breaks down by business size.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Small businesses usually pay $50 to $300 per month<\/li>\n\n\n\n<li>Mid-market companies see prices around $200 to $500 monthly<\/li>\n\n\n\n<li>Large enterprises get custom pricing<\/li>\n<\/ul>\n\n\n\n<p>These are rough estimates. Each tool packages different features at different price points.<\/p>\n\n\n<h3 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level2\" data-menu=\"2. Are free A\/B testing tools reliable for business decisions?\" id=\"2-are-free-a-b-testing-tools-reliable-for-business-decisions\" data-menu-id=\"2-are-free-a-b-testing-tools-reliable-for-business-decisions\" style=\"text-align:left\">2. Are free A\/B testing tools reliable for business decisions?<\/h3>\n\n\n<p>Yes, free tools are reliable for getting started. They let you learn the ropes and get comfortable with A\/B testing basics.<\/p>\n\n\n\n<p>But they come with limitations. Most free plans don&#8217;t include advanced features like Gen AI copilots. They also cap your traffic, typically between 10K to 50K visitors. This quota fills up fast if you&#8217;re running multiple tests.<\/p>\n\n\n\n<p>Free tools from established platforms work well for learning. But building a mature experimentation program requires investing in paid plans with more capacity and features.<\/p>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Wrapping up\" id=\"wrapping-up\" data-menu-id=\"wrapping-up\" style=\"text-align:left\">Wrapping up<\/h2>\n\n\n<p>Did you enjoy checking out our top picks for the best A\/B testing tools? We get it, selecting amongst the best A\/B testing platforms for your needs can be tricky because every tool has its strengths and weaknesses. Take your time and do a thorough comparison to make the best decision for your business.&nbsp;<\/p>\n\n\n\n<p><strong>Quick note: <\/strong>As you&#8217;re in the process of selecting an A\/B testing tool, there is a report that can guide your entire A\/B testing journey with insights specific to your industry. VWO analyzed over <a href=\"https:\/\/vwo.com\/ebooks\/ab-testing-industry-insights-report\/\">1 million A\/B tests run on 100,000 websites<\/a> across 18 industries. The in-depth analysis has revealed industry-specific trends, such as average A\/B test success rates, most common conversion goals, and more.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><a href=\"#free-trial\"><img loading=\"lazy\" decoding=\"async\" width=\"2400\" height=\"1256\" src=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png\" alt=\"Banner Top 15 A\/B Testing Tools \" class=\"wp-image-60609\" style=\"aspect-ratio:1.9134396355353076;width:840px;height:auto\" srcset=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png 2400w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png?tr=w-1600 1600w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png?tr=w-1366 1366w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png?tr=w-1024 1024w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png?tr=w-768 768w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png?tr=w-640 640w, https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/09\/End-Banner_Top-13-AB-Testing-Tools-to-Consider-When-Entering-the-Experimentation-Arena.png?tr=w-375 375w\" sizes=\"(max-width: 2400px) 100vw, 2400px\" \/><\/a><\/figure>\n\n\n<h2 class=\"js-cro-guide-subheading gtm_heading \" data-level=\"level1\" data-menu=\"Frequently asked questions\" id=\"frequently-asked-questions\" data-menu-id=\"frequently-asked-questions\" style=\"text-align:left\">Frequently asked questions<\/h2>\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1683279165304\"><strong class=\"schema-faq-question\">Q1. What are the key components of an A\/B testing framework?<br\/><\/strong> <p class=\"schema-faq-answer\">To create a successful A\/B testing framework or strategy, it is crucial to:<br\/><br\/>1. <strong>Define your goal<\/strong> &#8211; identify which metric you want to improve by implementing the test.<br\/>Make observations &#8211; understand your website friction and identify any issues by conducting quantitative and qualitative data research.<br\/><br\/>2. <strong>Formulate a hypothesis<\/strong> &#8211; Analyze user behavior to create a hypothesis.\u00a0<br\/>Run tests &#8211; conduct A\/B tests for a sufficient period to obtain <a href=\"https:\/\/vwo.com\/glossary\/statistical-significance\/\">statistical significance<\/a>.<br\/><br\/>3. <strong>Calculate<\/strong> the <a href=\"https:\/\/vwo.com\/tools\/ab-test-duration-calculator\/\">A\/B test duration<\/a> here.\u00a0<br\/><br\/>4. <strong>Interpret results<\/strong> &#8211; analyze the test results carefully to make data-driven decisions and implement the winning variation.<br\/><br\/>5. <strong>Conduct post-test analysis<\/strong> &#8211; analyze the results and identify areas and website elements like key CTAs for improvement in your test report.<br\/><br\/>With these steps, you can create a structured and effective A\/B testing framework or strategy that leads to actionable insights and meaningful improvement in your website or app.\u00a0<br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1683281109675\"><strong class=\"schema-faq-question\">Q2. Do I need a professional A\/B testing service to improve my website performance?<br\/><\/strong> <p class=\"schema-faq-answer\">If your in-house team lacks the necessary expertise to spearhead an end-to-end app or website optimization program, you can hire professional people offering A\/B testing services. At VWO, <a href=\"https:\/\/vwo.com\/why-us\/customer-success\/dedicated-managers\/\">our success team<\/a> can identify optimization opportunities, create tests, and analyze learnings to help build an experimentation culture in your organization. So, if you\u2019re looking for an integrated experimentation platform and top-notch professional assistance, VWO should be your top choice.\u00a0<br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1683281170912\"><strong class=\"schema-faq-question\">Q3. Are website testing tools the same as a\/b testing tools for mobile apps?<br\/><\/strong> <p class=\"schema-faq-answer\">Not all website testing tools offer mobile app testing capability. If you\u2019re looking for mobile app testing tools, you can consider opting for VWO which makes mobile app testing a breeze. VWO offers lightweight SDKs for iOS, Android, and other widely used backend languages. Once you integrate the mobile app SDK, VWO will generate API keys that you can use for initializing your iOS and Android apps. For a detailed explanation of the steps involved, please refer to our <a href=\"https:\/\/help.vwo.com\/hc\/en-us\/articles\/360020728654-How-to-Create-an-A-B-Test-for-a-Mobile-Application-in-VWO-\">guide<\/a>.<br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1683281227577\"><strong class=\"schema-faq-question\">Q4. How do A\/B testing tools work?<br\/><\/strong> <p class=\"schema-faq-answer\">A\/B testing software allows you to test two different versions of a website element to see which one improves your business metric. You can set conversion goals, create multiple variations, split audiences, and even analyze your test results through data visualization charts on these testing tools. With some of the best split testing tools, you can even slice and dice test reports to evaluate how a test performed for a specific segment. To get more insights into each of these steps, you can read our comprehensive<a href=\"https:\/\/help.vwo.com\/hc\/en-us\/articles\/360021171954-How-to-Create-an-A-B-Test-in-VWO-\"> guide<\/a>.\u00a0<br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1683281255407\"><strong class=\"schema-faq-question\">Q5. What should A\/B testing tools not be used for?<br\/><\/strong> <p class=\"schema-faq-answer\">Before you choose an experimentation platform, it\u2019s important to make careful considerations and be aware of limitations. For example, if your website doesn\u2019t get enough traffic, it can be a tad difficult to get statistically significant results. In that case, you would want to explore ways to increase the flow of relevant website traffic first and then get a tool to run a test. Here&#8217;s a blog you may want to read to learn more about <a href=\"https:\/\/vwo.com\/blog\/ab-split-testing-low-traffic-sites\/\" target=\"_blank\" rel=\"noreferrer noopener\">testing on low-traffic websites<\/a>.\u00a0<br\/><br\/>Also, avoid A\/B testing if your hypothesis is not data-driven and is solely based on guesswork. To determine if a test can optimize user experience, it&#8217;s crucial to base your idea on user behavior across your website. VWO&#8217;s experimentation platform stands out from others by offering both behavior analysis and testing capabilities, ensuring that your tests are based on solid hypotheses derived from user insights.<br\/><\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1683281277594\"><strong class=\"schema-faq-question\">Q6. How do I choose metrics for A\/B testing tools?<br\/><\/strong> <p class=\"schema-faq-answer\">When running an A\/B test on any testing tools, choose a metric that aligns with the business goals. For instance, <br\/><br\/>If you run an <a href=\"https:\/\/vwo.com\/blog\/trust-in-ecommerce\/\">eCommerce<\/a> business, you\u2019d focus on KPIs like average order value, revenue per visitor, or conversion metrics like page visits or email subscriptions. <br\/><br\/>On the other hand, if yours is a SaaS website and you want to run a test on it, you\u2019d want to set metrics like free trial conversions, form submissions, subscriptions, customer lifetime value, and so on. <br\/><br\/>You should also consider bounce rates, regardless of your business model, to assess user engagement and determine if visitors are leaving your website prematurely without converting.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770114776725\"><strong class=\"schema-faq-question\">Q7. Which A\/B testing software includes a statistical significance calculator?<\/strong> <p class=\"schema-faq-answer\">Leading platforms like VWO, Convert, Optimizely, and Adobe Target let you calculate test duration right on the dashboard. This shows you how long to run tests for statistically significant results.<br\/>If your tool doesn&#8217;t have this built in, use an <a href=\"https:\/\/vwo.com\/tools\/ab-test-significance-calculator\/\">online statistical significance calculator<\/a>. Enter your visitor count and conversions, then set parameters like ROPE and MDE to get your answer.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1770114810415\"><strong class=\"schema-faq-question\">Q8. What are the best A\/B testing software with a WYSIWYG editor for optimizing website conversions?<\/strong> <p class=\"schema-faq-answer\">Convert, VWO, Statsig, and Optimizely offer some of the best WYSIWYG editors for A\/B testing.<\/p> <\/div> <\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>According to the 2024 Marketing Technology Landscape report, the number of tools in the optimization, personalization, and testing segment jumped from 230 to 271 in just one year.&nbsp; With so many options out there, it\u2019s easy to feel overwhelmed by the paradox of choice. In this blog, we\u2019ve streamlined the process by narrowing down the&#8230;<\/p>\n","protected":false},"author":814,"featured_media":90845,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"post_read_time":9,"footnotes":""},"categories":[10676],"tags":[],"feature":[1852,10526],"industry-type":[],"product":[10626],"role":[10632],"region":[],"class_list":["post-55682","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-a-b-testing","feature-ab-testing","feature-experimentation-platform"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>15 Best A\/B Testing Tools &amp; Software in 2026<\/title>\n<meta name=\"description\" content=\"Check out the 15 best a\/b testing tools &amp; software in 2026, split URL, and multivariate testing tools. Get detailed information on them.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/vwo.com\/blog\/ab-testing-tools\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"15 Best A\/B Testing Tools &amp; Software in 2026\" \/>\n<meta property=\"og:description\" content=\"Check out the 15 best a\/b testing tools &amp; software in 2026, split URL, and multivariate testing tools. Get detailed information on them.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/vwo.com\/blog\/ab-testing-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/vwoofficial\/\" \/>\n<meta property=\"article:published_time\" content=\"2021-01-04T07:15:47+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-07T14:53:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/B-Testing-Tools-Software-in-2024-\u2013-Top-Alternatives-to-Google-Optimize-Read-More-1-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1260\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Pratyusha Guha\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2023-05-05-at-3.45.06-PM-2.png\" \/>\n<meta name=\"twitter:creator\" content=\"@VWO\" \/>\n<meta name=\"twitter:site\" content=\"@VWO\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Pratyusha Guha\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"26 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/\"},\"author\":{\"name\":\"Pratyusha Guha\",\"@id\":\"https:\/\/vwo.com\/blog\/#\/schema\/person\/0c77085b1148ed0837b01281ae44a5d5\"},\"headline\":\"15 Best A\/B Testing Tools &amp; Softwares in 2026 [Ranked by CRO Experts]\",\"datePublished\":\"2021-01-04T07:15:47+00:00\",\"dateModified\":\"2026-02-07T14:53:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/\"},\"wordCount\":5820,\"publisher\":{\"@id\":\"https:\/\/vwo.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2.jpg\",\"articleSection\":[\"A\/B Testing\"],\"inLanguage\":\"en-US\"},{\"@type\":[\"WebPage\",\"FAQPage\"],\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/\",\"url\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/\",\"name\":\"15 Best A\/B Testing Tools & Software in 2026\",\"isPartOf\":{\"@id\":\"https:\/\/vwo.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2.jpg\",\"datePublished\":\"2021-01-04T07:15:47+00:00\",\"dateModified\":\"2026-02-07T14:53:30+00:00\",\"description\":\"Check out the 15 best a\/b testing tools & software in 2026, split URL, and multivariate testing tools. 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For the past 6 years, I\u2019ve written B2B content for various brands, but my journey into the world of experimentation began with writing about eCommerce optimization. Since then, I\u2019ve dived deep into A\/B testing and conversion rate optimization, translating complex concepts into content that\u2019s clear, actionable, and human. At VWO, I now write extensively about building a culture of experimentation, using data to drive UX decisions, and optimizing digital experiences across industries like SaaS, travel, and e-learning.\",\"sameAs\":[\"https:\/\/www.linkedin.com\/in\/pratyusha-guha-a4058416a\/\"],\"url\":\"https:\/\/vwo.com\/blog\/author\/pratyushaguha\/\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683279165304\",\"position\":1,\"url\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683279165304\",\"name\":\"Q1. What are the key components of an A\/B testing framework?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"To create a successful A\/B testing framework or strategy, it is crucial to:<br \/><br \/>1. <strong>Define your goal<\/strong> - identify which metric you want to improve by implementing the test.<br \/>Make observations - understand your website friction and identify any issues by conducting quantitative and qualitative data research.<br \/><br \/>2. <strong>Formulate a hypothesis<\/strong> - Analyze user behavior to create a hypothesis.\u00a0<br \/>Run tests - conduct A\/B tests for a sufficient period to obtain <a href=\\\"https:\/\/vwo.com\/glossary\/statistical-significance\/\\\">statistical significance<\/a>.<br \/><br \/>3. <strong>Calculate<\/strong> the <a href=\\\"https:\/\/vwo.com\/tools\/ab-test-duration-calculator\/\\\">A\/B test duration<\/a> here.\u00a0<br \/><br \/>4. <strong>Interpret results<\/strong> - analyze the test results carefully to make data-driven decisions and implement the winning variation.<br \/><br \/>5. <strong>Conduct post-test analysis<\/strong> - analyze the results and identify areas and website elements like key CTAs for improvement in your test report.<br \/><br \/>With these steps, you can create a structured and effective A\/B testing framework or strategy that leads to actionable insights and meaningful improvement in your website or app.\u00a0<br \/>\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281109675\",\"position\":2,\"url\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281109675\",\"name\":\"Q2. Do I need a professional A\/B testing service to improve my website performance?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"If your in-house team lacks the necessary expertise to spearhead an end-to-end app or website optimization program, you can hire professional people offering A\/B testing services. At VWO, <a href=\\\"https:\/\/vwo.com\/why-us\/customer-success\/dedicated-managers\/\\\">our success team<\/a> can identify optimization opportunities, create tests, and analyze learnings to help build an experimentation culture in your organization. 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With some of the best split testing tools, you can even slice and dice test reports to evaluate how a test performed for a specific segment. To get more insights into each of these steps, you can read our comprehensive<a href=\\\"https:\/\/help.vwo.com\/hc\/en-us\/articles\/360021171954-How-to-Create-an-A-B-Test-in-VWO-\\\"> guide<\/a>.\u00a0<br \/>\",\"inLanguage\":\"en-US\"},\"inLanguage\":\"en-US\"},{\"@type\":\"Question\",\"@id\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281255407\",\"position\":5,\"url\":\"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281255407\",\"name\":\"Q5. What should A\/B testing tools not be used for?\",\"answerCount\":1,\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Before you choose an experimentation platform, it\u2019s important to make careful considerations and be aware of limitations. For example, if your website doesn\u2019t get enough traffic, it can be a tad difficult to get statistically significant results. In that case, you would want to explore ways to increase the flow of relevant website traffic first and then get a tool to run a test. Here's a blog you may want to read to learn more about <a href=\\\"https:\/\/vwo.com\/blog\/ab-split-testing-low-traffic-sites\/\\\" target=\\\"_blank\\\" rel=\\\"noreferrer noopener\\\">testing on low-traffic websites<\/a>.\u00a0<br \/><br \/>Also, avoid A\/B testing if your hypothesis is not data-driven and is solely based on guesswork. To determine if a test can optimize user experience, it's crucial to base your idea on user behavior across your website. 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Get detailed information on them.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/vwo.com\/blog\/ab-testing-tools\/","og_locale":"en_US","og_type":"article","og_title":"15 Best A\/B Testing Tools & Software in 2026","og_description":"Check out the 15 best a\/b testing tools & software in 2026, split URL, and multivariate testing tools. Get detailed information on them.","og_url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/","og_site_name":"Blog","article_publisher":"https:\/\/www.facebook.com\/vwoofficial\/","article_published_time":"2021-01-04T07:15:47+00:00","article_modified_time":"2026-02-07T14:53:30+00:00","og_image":[{"width":2400,"height":1260,"url":"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/B-Testing-Tools-Software-in-2024-\u2013-Top-Alternatives-to-Google-Optimize-Read-More-1-1.jpg","type":"image\/jpeg"}],"author":"Pratyusha Guha","twitter_card":"summary_large_image","twitter_image":"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2021\/01\/Screenshot-2023-05-05-at-3.45.06-PM-2.png","twitter_creator":"@VWO","twitter_site":"@VWO","twitter_misc":{"Written by":"Pratyusha Guha","Est. reading time":"26 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#article","isPartOf":{"@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/"},"author":{"name":"Pratyusha Guha","@id":"https:\/\/vwo.com\/blog\/#\/schema\/person\/0c77085b1148ed0837b01281ae44a5d5"},"headline":"15 Best A\/B Testing Tools &amp; Softwares in 2026 [Ranked by CRO Experts]","datePublished":"2021-01-04T07:15:47+00:00","dateModified":"2026-02-07T14:53:30+00:00","mainEntityOfPage":{"@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/"},"wordCount":5820,"publisher":{"@id":"https:\/\/vwo.com\/blog\/#organization"},"image":{"@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2.jpg","articleSection":["A\/B Testing"],"inLanguage":"en-US"},{"@type":["WebPage","FAQPage"],"@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/","url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/","name":"15 Best A\/B Testing Tools & Software in 2026","isPartOf":{"@id":"https:\/\/vwo.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#primaryimage"},"image":{"@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#primaryimage"},"thumbnailUrl":"https:\/\/static.wingify.com\/gcp\/uploads\/sites\/3\/2024\/10\/og-image-15-Best-AB-Testing-Tools-in-2024-2.jpg","datePublished":"2021-01-04T07:15:47+00:00","dateModified":"2026-02-07T14:53:30+00:00","description":"Check out the 15 best a\/b testing tools & software in 2026, split URL, and multivariate testing tools. 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For the past 6 years, I\u2019ve written B2B content for various brands, but my journey into the world of experimentation began with writing about eCommerce optimization. Since then, I\u2019ve dived deep into A\/B testing and conversion rate optimization, translating complex concepts into content that\u2019s clear, actionable, and human. At VWO, I now write extensively about building a culture of experimentation, using data to drive UX decisions, and optimizing digital experiences across industries like SaaS, travel, and e-learning.","sameAs":["https:\/\/www.linkedin.com\/in\/pratyusha-guha-a4058416a\/"],"url":"https:\/\/vwo.com\/blog\/author\/pratyushaguha\/"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683279165304","position":1,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683279165304","name":"Q1. What are the key components of an A\/B testing framework?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"To create a successful A\/B testing framework or strategy, it is crucial to:<br \/><br \/>1. <strong>Define your goal<\/strong> - identify which metric you want to improve by implementing the test.<br \/>Make observations - understand your website friction and identify any issues by conducting quantitative and qualitative data research.<br \/><br \/>2. <strong>Formulate a hypothesis<\/strong> - Analyze user behavior to create a hypothesis.\u00a0<br \/>Run tests - conduct A\/B tests for a sufficient period to obtain <a href=\"https:\/\/vwo.com\/glossary\/statistical-significance\/\">statistical significance<\/a>.<br \/><br \/>3. <strong>Calculate<\/strong> the <a href=\"https:\/\/vwo.com\/tools\/ab-test-duration-calculator\/\">A\/B test duration<\/a> here.\u00a0<br \/><br \/>4. <strong>Interpret results<\/strong> - analyze the test results carefully to make data-driven decisions and implement the winning variation.<br \/><br \/>5. <strong>Conduct post-test analysis<\/strong> - analyze the results and identify areas and website elements like key CTAs for improvement in your test report.<br \/><br \/>With these steps, you can create a structured and effective A\/B testing framework or strategy that leads to actionable insights and meaningful improvement in your website or app.\u00a0<br \/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281109675","position":2,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281109675","name":"Q2. Do I need a professional A\/B testing service to improve my website performance?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"If your in-house team lacks the necessary expertise to spearhead an end-to-end app or website optimization program, you can hire professional people offering A\/B testing services. At VWO, <a href=\"https:\/\/vwo.com\/why-us\/customer-success\/dedicated-managers\/\">our success team<\/a> can identify optimization opportunities, create tests, and analyze learnings to help build an experimentation culture in your organization. So, if you\u2019re looking for an integrated experimentation platform and top-notch professional assistance, VWO should be your top choice.\u00a0<br \/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281170912","position":3,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281170912","name":"Q3. Are website testing tools the same as a\/b testing tools for mobile apps?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Not all website testing tools offer mobile app testing capability. If you\u2019re looking for mobile app testing tools, you can consider opting for VWO which makes mobile app testing a breeze. VWO offers lightweight SDKs for iOS, Android, and other widely used backend languages. Once you integrate the mobile app SDK, VWO will generate API keys that you can use for initializing your iOS and Android apps. For a detailed explanation of the steps involved, please refer to our <a href=\"https:\/\/help.vwo.com\/hc\/en-us\/articles\/360020728654-How-to-Create-an-A-B-Test-for-a-Mobile-Application-in-VWO-\">guide<\/a>.<br \/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281227577","position":4,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281227577","name":"Q4. How do A\/B testing tools work?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"A\/B testing software allows you to test two different versions of a website element to see which one improves your business metric. You can set conversion goals, create multiple variations, split audiences, and even analyze your test results through data visualization charts on these testing tools. With some of the best split testing tools, you can even slice and dice test reports to evaluate how a test performed for a specific segment. To get more insights into each of these steps, you can read our comprehensive<a href=\"https:\/\/help.vwo.com\/hc\/en-us\/articles\/360021171954-How-to-Create-an-A-B-Test-in-VWO-\"> guide<\/a>.\u00a0<br \/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281255407","position":5,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281255407","name":"Q5. What should A\/B testing tools not be used for?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Before you choose an experimentation platform, it\u2019s important to make careful considerations and be aware of limitations. For example, if your website doesn\u2019t get enough traffic, it can be a tad difficult to get statistically significant results. In that case, you would want to explore ways to increase the flow of relevant website traffic first and then get a tool to run a test. Here's a blog you may want to read to learn more about <a href=\"https:\/\/vwo.com\/blog\/ab-split-testing-low-traffic-sites\/\" target=\"_blank\" rel=\"noreferrer noopener\">testing on low-traffic websites<\/a>.\u00a0<br \/><br \/>Also, avoid A\/B testing if your hypothesis is not data-driven and is solely based on guesswork. To determine if a test can optimize user experience, it's crucial to base your idea on user behavior across your website. VWO's experimentation platform stands out from others by offering both behavior analysis and testing capabilities, ensuring that your tests are based on solid hypotheses derived from user insights.<br \/>","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281277594","position":6,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1683281277594","name":"Q6. How do I choose metrics for A\/B testing tools?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"When running an A\/B test on any testing tools, choose a metric that aligns with the business goals. For instance, <br \/><br \/>If you run an <a href=\"https:\/\/vwo.com\/blog\/trust-in-ecommerce\/\">eCommerce<\/a> business, you\u2019d focus on KPIs like average order value, revenue per visitor, or conversion metrics like page visits or email subscriptions. <br \/><br \/>On the other hand, if yours is a SaaS website and you want to run a test on it, you\u2019d want to set metrics like free trial conversions, form submissions, subscriptions, customer lifetime value, and so on. <br \/><br \/>You should also consider bounce rates, regardless of your business model, to assess user engagement and determine if visitors are leaving your website prematurely without converting.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1770114776725","position":7,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1770114776725","name":"Q7. Which A\/B testing software includes a statistical significance calculator?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Leading platforms like VWO, Convert, Optimizely, and Adobe Target let you calculate test duration right on the dashboard. This shows you how long to run tests for statistically significant results.<br \/>If your tool doesn't have this built in, use an <a href=\"https:\/\/vwo.com\/tools\/ab-test-significance-calculator\/\">online statistical significance calculator<\/a>. Enter your visitor count and conversions, then set parameters like ROPE and MDE to get your answer.","inLanguage":"en-US"},"inLanguage":"en-US"},{"@type":"Question","@id":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1770114810415","position":8,"url":"https:\/\/vwo.com\/blog\/ab-testing-tools\/#faq-question-1770114810415","name":"Q8. 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