{"id":28698,"date":"2025-07-24T12:05:00","date_gmt":"2025-07-24T10:05:00","guid":{"rendered":"https:\/\/www.trbo.com\/?p=28698"},"modified":"2025-07-24T15:51:21","modified_gmt":"2025-07-24T13:51:21","slug":"die-statistik-hinter-testing","status":"publish","type":"post","link":"https:\/\/www.trbo.com\/de\/blog\/the-statistics-behind-tests\/","title":{"rendered":"Testen, Messen, Verstehen: Die Statistik hinter A\/A-, A\/B- und Multivarianten-Tests"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"28698\" class=\"elementor elementor-28698\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-254504bc e-flex e-con-boxed e-con e-parent\" data-id=\"254504bc\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b9d4d58 e-con-full e-flex e-con e-child\" data-id=\"b9d4d58\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e6a236c elementor-widget elementor-widget-text-editor\" data-id=\"e6a236c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Wie aussagekr\u00e4ftige Tests wirklich aufgebaut sein m\u00fcssen \u2013 und worauf du bei der Auswertung achten solltest.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa3ec7b elementor-widget elementor-widget-heading\" data-id=\"fa3ec7b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Warum dieses Thema gerade jetzt wichtig ist<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e3121a elementor-widget elementor-widget-text-editor\" data-id=\"2e3121a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.trbo.com\/de\/trbo-produkt\/personalize\/\" target=\"_blank\" rel=\"noopener\">Personalisierung<\/a>, Performance und Nutzererlebnis sind die Eckpfeiler erfolgreicher Digitalstrategien. Doch all das basiert auf einer soliden Grundlage: <\/span><strong>Daten<\/strong><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Um datenbasierte Entscheidungen treffen zu k\u00f6nnen, braucht es strukturierte <a href=\"https:\/\/www.trbo.com\/de\/leistungen\/testing\/\" target=\"_blank\" rel=\"noopener\">Tests<\/a> \u2013 und ein statistisches Verst\u00e4ndnis ihrer Ergebnisse. In diesem Blogpost zeigen wir dir, wie du <\/span>A\/A-, A\/B- und Multivarianten-Tests (MV-Tests)<span style=\"font-weight: 400;\"> richtig aufbaust, auswertest und nalysierst \u2013 und wie <\/span>trbo<span style=\"font-weight: 400;\"> trbo dich dabei unterst\u00fctzt.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-26ec65c e-con-full e-flex e-con e-child\" data-id=\"26ec65c\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8c8b009 elementor-widget elementor-widget-heading\" data-id=\"8c8b009\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">1. Der richtige Aufbau: Ohne KPIs kein valider Test<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6257ec7 elementor-widget elementor-widget-text-editor\" data-id=\"6257ec7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Bevor du \u00fcberhaupt einen Test aufsetzt, solltest du dir eine zentrale Frage stellen:<\/span><span style=\"font-weight: 400;\"><br \/><\/span><strong>Was willst du mit dem Test herausfinden?<\/strong><\/p><p class=\"translation-block\">Eine klar formulierte Hypothese ist der erste Schritt. Und jede Hypothese braucht passende Key Performance Indicators (KPIs), damit sie auch messbar wird.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7768795 elementor-widget elementor-widget-text-editor\" data-id=\"7768795\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Klassische KPIs sind:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Conversion Rate<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Click-Through-Rate (CTR)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">User Value<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Verweildauer<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Scrolltiefe<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Interaktionen mit bestimmten Elementen<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7baf04c elementor-widget elementor-widget-text-editor\" data-id=\"7baf04c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Aber:<\/b><span style=\"font-weight: 400;\"> Nicht jede Ma\u00dfnahme zahlt direkt auf Conversions ein. Viele Tests verfolgen \u00fcbergeordnete Ziele, wie z.\u202fB. die Sichtbarkeit von Recommendations zu erh\u00f6hen, das Markenvertrauen zu st\u00e4rken oder die Interaktion mit der Seite zu f\u00f6rdern.<\/span><\/p><p><b>Tipp:<\/b><span style=\"font-weight: 400;\"> Definiere die relevanten KPIs <\/span><i><span style=\"font-weight: 400;\">vor<\/span><\/i><span style=\"font-weight: 400;\"> dem Teststart \u2013 und achte darauf, dass sie wirklich mit deiner Hypothese \u00fcbereinstimmen. Nur so entsteht ein sauberes Setup und eine valide Auswertung.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e47278 e-con-full e-flex e-con e-child\" data-id=\"5e47278\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aefcacf elementor-widget elementor-widget-heading\" data-id=\"aefcacf\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">2. A\/A-Tests: Der untersch\u00e4tzte Check vor dem eigentlichen Test<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23bbaba elementor-widget elementor-widget-text-editor\" data-id=\"23bbaba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Was ist ein A\/A-Test \u00fcberhaupt?<\/h4><p><span style=\"font-weight: 400;\">Ein A\/A-Test testet zwei identische Varianten gegeneinander \u2013 also \u201eA\u201c gegen \u201eA\u201c. Ziel ist es nicht, Unterschiede zu finden (denn die gibt es nicht), sondern zu pr\u00fcfen, ob Tracking und Testing-Setup korrekt funktionieren.<\/span><\/p><p><span style=\"font-weight: 400;\">Ein sauber durchgef\u00fchrter A\/A-Test sollte:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\" class=\"translation-block\">keine signifikanten Unterschiede zwischen den Gruppen zeigen<\/li><li style=\"font-weight: 400;\" aria-level=\"1\" class=\"translation-block\">potenzielle Fehlerquellen im Tracking aufdecken<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">die Basis f\u00fcr sp\u00e4tere A\/B- oder MV-Tests schaffen<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-09f0429 elementor-widget elementor-widget-text-editor\" data-id=\"09f0429\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Warum ist das wichtig?<\/h4><p><span style=\"font-weight: 400;\">Ein fehlerhaftes Setup f\u00fchrt zu falschen Ergebnissen \u2013 und damit zu falschen Entscheidungen. A\/A-Tests sind wie eine technische Generalprobe: absolut empfehlenswert, bevor es ernst wird.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3690953 e-con-full e-flex e-con e-child\" data-id=\"3690953\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-87e682a elementor-widget elementor-widget-heading\" data-id=\"87e682a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">3. A\/B- und MV-Tests: Welcher Test passt wann?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-715b7b8 elementor-widget elementor-widget-text-editor\" data-id=\"715b7b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4><b>A\/B-Tests<\/b><\/h4><p><span style=\"font-weight: 400;\">Eine Variante tritt gegen die Originalversion an.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\"> Beispiel: Du testest eine neue CTA-Farbe gegen den aktuellen Button. Einfach, schnell und bei klar abgegrenzten \u00c4nderungen sehr effektiv.<\/span><\/p><h4><b>MV-Tests (Multivarianten-Tests)<\/b><\/h4><p><span style=\"font-weight: 400;\">Hier testest du mehrere Varianten gleichzeitig \u2013 z.\u202fB. drei verschiedene Platzierungen einer Recommendation-Box (oben, unten, Sidebar). Auch die Kontrollgruppe kann als eigene Variante auftreten.<\/span><\/p><p class=\"translation-block\">Im trbo-Kontext setzen wir MV-Tests gezielt ein, um auch in der Kontrollgruppe Klicks und Impressions zu messen. So entsteht ein ganzheitliches Bild aller Varianten \u2013 nicht nur der sichtbar ver\u00e4nderten.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4b0d709 e-con-full e-flex e-con e-child\" data-id=\"4b0d709\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfd27bd elementor-widget elementor-widget-heading\" data-id=\"bfd27bd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">4. So wertest Du Tests richtig aus<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4eb3584 elementor-widget elementor-widget-text-editor\" data-id=\"4eb3584\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\"><span style=\"font-weight: 400\">Das A und O: &lt;strongein technisch valides Setup.<\/strong><span style=\"font-weight: 400\"> <br><\/span><span style=\"font-weight: 400\"> Alle Varianten m\u00fcssen dieselben KPIs auf denselben Events und Elementen messen \u2013 nur dann sind die Ergebnisse verl\u00e4sslich.<\/span><\/p><p><span style=\"font-weight: 400;\">Was Du beachten solltest:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Vergleichbarkeit sichern:<\/b><span style=\"font-weight: 400;\"> Teste \u00e4hnliche Bedingungen \u2013 nicht \u201eReco oben\u201c gegen \u201eReco unten\u201c, sondern lieber \u201eReco oben vs. keine\u201c und danach \u201eReco unten vs. keine\u201c.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Tests lieber aufteilen:<\/b><span style=\"font-weight: 400;\"> Viele kleine Tests hintereinander liefern oft schnellere und zuverl\u00e4ssigere Erkenntnisse als ein gro\u00dfer, komplexer Test.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><b>Signifikanz im Blick behalten:<\/b> Je mehr Varianten, desto l\u00e4nger dauert es statistisch, bis du verl\u00e4ssliche Aussagen treffen kannst.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7afa3c3 elementor-widget elementor-widget-text-editor\" data-id=\"7afa3c3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Checkliste f\u00fcr valides Testen:<\/h4><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Hypothese definiert?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">KPIs festgelegt?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A\/A-Test erfolgreich durchgef\u00fchrt?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Technisch sauberes Setup f\u00fcr alle Gruppen?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Varianten vergleichbar gestaltet?<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\">Testlaufzeit ausreichend geplant?<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-06e6f0a e-con-full e-flex e-con e-child\" data-id=\"06e6f0a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0915484 elementor-widget elementor-widget-heading\" data-id=\"0915484\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">5. Wie trbo dich beim Testing unterst\u00fctzt<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1115b7 elementor-widget elementor-widget-text-editor\" data-id=\"b1115b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Mit <\/span>trbo<span style=\"font-weight: 400;\">setzt du Tests schnell, flexibel und datensicher auf. Besonders bei Multivarianten-Tests profitierst du von durchdachten Features, mit denen sich unterschiedliche Varianten einfach gegeneinander testen lassen \u2013 inklusive sauberem Tracking und klarer Visualisierung der KPIs.<\/span><\/p><p><span style=\"font-weight: 400;\">Au\u00dferdem bekommst du mit trbo:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Umfangreiche Zielgruppensteuerung<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Pr\u00e4zise Messbarkeit durch Event-Tracking<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Echtzeit-Auswertungen im Dashboard<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A\/B-, MV- und auch A\/A-Testoptionen<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8ae56e elementor-widget elementor-widget-text-editor\" data-id=\"c8ae56e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\">So testest du effizient \u2013 und triffst keine Bauchentscheidungen, sondern fundierte, datenbasierte Entscheidungen.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8e3de51 e-con-full e-flex e-con e-child\" data-id=\"8e3de51\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f6a4c82 elementor-widget elementor-widget-heading\" data-id=\"f6a4c82\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Fazit: Kleine Schritte, gro\u00dfe Wirkung\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c20cd0 elementor-widget elementor-widget-text-editor\" data-id=\"0c20cd0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"translation-block\">Testing ist keine Raketenwissenschaft \u2013 aber es erfordert Sorgfalt, Planung und ein gutes Setup. Wer von Anfang an passende KPIs definiert, auf sauberes Tracking achtet und lieber kleinere, fokussierte Tests plant, kommt schneller ans Ziel.<\/p><p><span style=\"font-weight: 400;\"> Das spart nicht nur Zeit, sondern f\u00fchrt auch zu besseren Ergebnissen.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51fde80 elementor-widget elementor-widget-text-editor\" data-id=\"51fde80\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4>Interesse geweckt?<\/h4><p><b><\/b><span style=\"font-weight: 400;\">\ud83d\udc49 <a href=\"https:\/\/www.trbo.com\/de\/resources\/a-b-und-multivariantentests-zur-onsite-optimierung-einsetzen-2\/\" target=\"_blank\" rel=\"noopener\">Erfahre mehr im Whitepaper<\/a>: <\/span><i><span style=\"font-weight: 400;\">A\/B- und Multivariantentests zur Onsite-Optimierung einsetzen<\/span><\/i><i><span style=\"font-weight: 400;\"><br \/><\/span><\/i><span style=\"font-weight: 400;\">\ud83d\udc49 Du willst noch tiefer einsteigen? Lies unsere <a href=\"https:\/\/www.trbo.com\/de\/resources\/?ucterms=resource_types:case-study\" target=\"_blank\" rel=\"noopener\">Case Studies \u00fcber erfolgreiche Tests<\/a> bei unseren Kunden!<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca9368e elementor-widget elementor-widget-spacer\" data-id=\"ca9368e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2fc0476 e-con-full e-flex e-con e-child\" data-id=\"2fc0476\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36ef070 elementor-widget elementor-widget-text-editor\" data-id=\"36ef070\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>\u00dcber diesen Artikel<\/b><b><br><\/b><span style=\"font-weight: 400;\">Dieser Beitrag wurde von einem unserer Customer Success Manager verfasst. In unserer t\u00e4glichen Arbeit mit Kunden sammeln wir laufend neue Erkenntnisse, die wir hier gerne teilen \u2013 direkt aus der Praxis, mit Blick auf das, was wirklich funktioniert.&nbsp;<\/span><span style=\"font-weight: 400;\">Vielen Dank an Minea f\u00fcr diesen Beitrag.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-372e740 elementor-widget elementor-widget-spacer\" data-id=\"372e740\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Erfahre, wie du aussagekr\u00e4ftige A\/A-, A\/B- und multivariate Tests einrichtest \u2013 und worauf du bei der Analyse der Ergebnisse achten solltest.<\/p>","protected":false},"author":41,"featured_media":28759,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[42,43,65,44],"tags":[903,808,297,283,45,68,904,284],"class_list":["post-28698","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-knowledge","category-onsite-personalization","category-optimization","tag-a-a-testing","tag-a-b-testing-2","tag-ai","tag-multivariant-testing","tag-optimization","tag-personalization","tag-statistics","tag-testing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Statistics Behind A\/A, A\/B, and Multivariate Tests | trbo<\/title>\n<meta name=\"description\" content=\"What it takes to set up meaningful A\/A, A\/B, and Multivariant tests \u2013 and what you should watch out for 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