{"id":4836,"date":"2020-03-24T15:14:46","date_gmt":"2020-03-24T15:14:46","guid":{"rendered":"https:\/\/datama.fr\/?p=4836"},"modified":"2024-01-26T13:11:21","modified_gmt":"2024-01-26T13:11:21","slug":"ab-tests","status":"publish","type":"post","link":"https:\/\/datama.io\/fr\/ab-tests\/","title":{"rendered":"D\u00e9finition A\/B tests &#8211; Tout savoir sur les A\/B tests"},"content":{"rendered":"\n<p>La&nbsp;<strong>rentabilit\u00e9 digitale<\/strong>&nbsp;des entreprises est aujourd\u2019hui confront\u00e9e \u00e0 un enjeu majeur&nbsp;: comment s\u2019assurer que l\u2019on g\u00e9n\u00e8re le&nbsp;<strong>maximum de revenus<\/strong>&nbsp;\u00e0 partir de notre&nbsp;<strong>trafic&nbsp;<\/strong><strong>actuel&nbsp;<\/strong>? Pour am\u00e9liorer cette rentabilit\u00e9 \u00e0 partir du trafic existant, il est d\u00e9sormais possible d\u2019optimiser le design, la structure et le contenu du site internet gr\u00e2ce aux&nbsp;<strong><u>A\/B tests<\/u><\/strong>.&nbsp;<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>1. Qu\u2019est-ce qu\u2019un A\/B test ?&nbsp;<\/strong><strong>&nbsp;&nbsp;<\/strong><\/h1>\n\n\n\n<p>Un A\/B test est une m\u00e9thode de&nbsp;<strong>comparaison<\/strong>&nbsp;scientifique ayant pour objectif d\u2018\u00e9valuer deux versions d\u2019une page web (A vs B) et d\u2019identifier la version qui a la&nbsp;<strong>meilleure performance business<\/strong>. Les A\/B tests permettent donc de mesurer l\u2019impact de la conception d\u2019une page web sur son&nbsp;<strong>trafic<\/strong>, sa&nbsp;<strong>conversion<\/strong>&nbsp;ou encore ses&nbsp;<strong>revenus<\/strong>.<\/p>\n\n\n\n<p>Deux groupes d\u2019utilisateurs \u00e9quivalents sont redirig\u00e9s al\u00e9atoirement vers la variation A ou la variation B et on d\u00e9termine l\u2019impact respectif des versions A et B sur l\u2019indicateur choisi (nombre de clics, panier moyen, revenus\u2026). La mise en \u0153uvre plut\u00f4t simple n\u00e9cessite toutefois de trouver la taille de l\u2019\u00e9chantillon ad\u00e9quate pour obtenir la&nbsp;<strong>repr\u00e9sentativit\u00e9 statistique<\/strong>. En effet il est imp\u00e9ratif que les donn\u00e9es soient correctement collect\u00e9es et analys\u00e9es pour que la prise de d\u00e9cision soit optimale.<\/p>\n\n\n\n<p>L\u2019analyse des r\u00e9sultats permet alors de prioriser&nbsp;et adapter sa strat\u00e9gie de&nbsp;<strong>marketing digital<\/strong>. L\u2019entreprise Amazon est par exemple connue pour r\u00e9aliser plus de 10 000 A\/B tests par an, que ce soit pour ses sites web, ses&nbsp;applications mobiles ou encore c\u00f4t\u00e9 serveur via les API.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"259\" src=\"https:\/\/datama.fr\/wp-content\/uploads\/2019\/12\/ABtest-300x259.png\" alt=\"\" class=\"wp-image-4130\" srcset=\"https:\/\/datama.io\/wp-content\/uploads\/2019\/12\/ABtest-300x259.png 300w, https:\/\/datama.io\/wp-content\/uploads\/2019\/12\/ABtest-768x664.png 768w, https:\/\/datama.io\/wp-content\/uploads\/2019\/12\/ABtest.png 876w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>2. Dans quel cadre utilise-t-on ces A\/B tests ?<\/strong><\/h1>\n\n\n\n<p>Les A\/B tests permettent d\u2019analyser une grande pluralit\u00e9 d\u2019indicateurs&nbsp;; ils peuvent donc concerner les&nbsp;<strong>prospects commerciaux et la g\u00e9n\u00e9ration de leads<\/strong>&nbsp;(comparer par sexe, tranche d\u2019\u00e2ge, landing pages\u2026), l<strong>es sites e-commerces<\/strong>&nbsp;(pour comparer la performance des pages d\u2019accueil, fiches produits, CTA, etc) ou encore&nbsp;<strong>les logiciels et sites Saas<\/strong>&nbsp;(comparer les processus de souscription, d\u2019abonnement, etc).<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>3. Quels \u00e9l\u00e9ments tester gr\u00e2ce aux A\/B tests ?&nbsp;<\/strong><\/h1>\n\n\n\n<ul class=\"wp-block-list\">\n<li>les intitul\u00e9s et les titres<\/li>\n\n\n\n<li>les pages produits et leur navigation<\/li>\n\n\n\n<li>les Call to Action (CTA) et les boutons (wording \/ taille \/ forme \/ couleur)<\/li>\n\n\n\n<li>structure (place des titres, banni\u00e8res, images\u2026)<\/li>\n\n\n\n<li>Images (taille, position, vid\u00e9o&nbsp;?)<\/li>\n\n\n\n<li>formulaires (libell\u00e9, place des champs, suppression de champs, disposition\u2026)<\/li>\n\n\n\n<li>pr\u00e9sentation et affichage des prix<\/li>\n\n\n\n<li>\u2026<\/li>\n<\/ul>\n\n\n\n<p>\u00c0 peu de choses pr\u00e8s, tous les \u00e9l\u00e9ments d\u2019un site internent peuvent \u00eatre test\u00e9s&nbsp;!<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>4. Les diff\u00e9rents types d\u2019A\/B tests<\/strong><\/h1>\n\n\n\n<p>Il existe trois principaux types de tests :&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Test A\/B classique&nbsp;<\/strong>: il redirige les utilisateurs vers deux variations A et B \u00e0 partir d\u2019une seule variable sur le m\u00eame URL.&nbsp;Les tests A\/B\/n testent plusieurs variations A, B &amp; C d\u2019une m\u00eame page simultan\u00e9ment<\/li>\n\n\n\n<li><strong>Les tests par redirection<\/strong>&nbsp;(split tests) sont des tests A\/B classiques redirigeant vers des URL diff\u00e9rents (utile si l\u2019on h\u00e9berge de nouvelles pages sur le serveur par exemple<\/li>\n\n\n\n<li><strong>Le test multivari\u00e9 (MVT)<\/strong>&nbsp;teste quant \u00e0 lui s\u00e9par\u00e9ment et conjointement les diff\u00e9rentes variations (A-B, A-C et C-V par exemple) d\u2019une m\u00eame page&nbsp;: il identifie donc la combinaison de variations la plus pertinente.<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image aligncenter\"><img decoding=\"async\" width=\"300\" height=\"241\" src=\"https:\/\/datama.fr\/wp-content\/uploads\/2019\/12\/business2-2-300x241.png\" alt=\"\" class=\"wp-image-4156\" srcset=\"https:\/\/datama.io\/wp-content\/uploads\/2019\/12\/business2-2-300x241.png 300w, https:\/\/datama.io\/wp-content\/uploads\/2019\/12\/business2-2-768x617.png 768w, https:\/\/datama.io\/wp-content\/uploads\/2019\/12\/business2-2.png 879w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>Les A\/B tests peuvent donc aider \u00e0 d\u00e9finir la strat\u00e9gie marketing digital d\u2019une entreprise et ainsi avoir un impact business r\u00e9el sur&nbsp;<strong>le taux de conversion<\/strong>&nbsp;et&nbsp;<strong>les<\/strong>&nbsp;<strong>revenus<\/strong>. Il faut simplement s\u2019assurer d\u2019avoir les&nbsp;<strong>bonnes donn\u00e9es<\/strong>&nbsp;(hypoth\u00e8ses pertinentes, donn\u00e9es fiables et repr\u00e9sentatives) et les&nbsp;<strong>bon outils<\/strong>&nbsp;(comme&nbsp;<a href=\"https:\/\/datama.fr\/datama_compare\/\">DataMa Compare<\/a>&nbsp;ou&nbsp;<a href=\"https:\/\/datama.fr\/datamaimpact\/\">DataMa Impact<\/a>).<\/p>\n\n\n\n<p>&nbsp;Pour en savoir plus sur les A\/B tests, rendez-vous sur le blog&nbsp;<a href=\"https:\/\/blog.hubspot.com\/marketing\/how-to-do-a-b-testing\">hubspot<\/a>&nbsp;ou suivez&nbsp;<a href=\"https:\/\/twitter.com\/kissmetrics\">@Kissmetrics<\/a>&nbsp;sur Twitter.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>La rentabilit\u00e9 digitale des entreprises est aujourd\u2019hui confront\u00e9e \u00e0 un enjeu majeur\u00a0: comment s\u2019assurer que l\u2019on g\u00e9n\u00e8re le maximum de revenus \u00e0 partir de notre trafic actuel\u00a0? <\/p>\n","protected":false},"author":18,"featured_media":4860,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[139],"tags":[51,153,174,52],"class_list":["post-4836","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles-fr","tag-a-b-test","tag-datama-fr-2","tag-definition-fr","tag-performance-analysis"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>D\u00e9finition D\u00e9finition A\/B tests - Tout savoir sur les A\/B tests - Datama<\/title>\n<meta name=\"description\" content=\"Qu&#039;est-ce qu&#039;un A\/B test ? 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