{"id":24586,"date":"2025-06-17T12:02:36","date_gmt":"2025-06-17T15:02:36","guid":{"rendered":"https:\/\/blog.fromdoppler.com\/?p=24586"},"modified":"2025-09-01T10:26:26","modified_gmt":"2025-09-01T13:26:26","slug":"whatsapp-ab-testing","status":"publish","type":"post","link":"https:\/\/fromdoppler.com\/blog\/whatsapp-ab-testing\/","title":{"rendered":"A\/B Testing en WhatsApp Marketing: c\u00f3mo optimizar Campa\u00f1as"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">El A\/B Testing, tambi\u00e9n conocido como test dividido, es una metodolog\u00eda que permite <\/span><b>comparar dos versiones<\/b><span style=\"font-weight: 400;\"> de un mensaje para identificar cu\u00e1l es m\u00e1s <\/span><i><span style=\"font-weight: 400;\">efectiva<\/span><\/i><span style=\"font-weight: 400;\">. Aplicado a <a href=\"https:\/\/fromdoppler.com\/blog\/whatsapp-marketing\/\">WhatsApp Marketing<\/a>, permite optimizar los <\/span><b>resultados <\/b><span style=\"font-weight: 400;\">de Campa\u00f1as al analizar con <\/span><b>datos <\/b><span style=\"font-weight: 400;\">concretos qu\u00e9 variante genera mejores Tasas de Apertura, Clics o Conversi\u00f3n. \u00a1Comienza a tomar nota! \ud83e\udd16<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-24587\" src=\"https:\/\/fromdoppler.com\/blog\/wp-content\/uploads\/whatsapp-AB-TESTING-1024x439.png\" alt=\"\" width=\"1024\" height=\"439\" srcset=\"https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-AB-TESTING-1024x439.png 1024w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-AB-TESTING-300x129.png 300w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-AB-TESTING-768x330.png 768w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-AB-TESTING-600x257.png 600w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-AB-TESTING-1536x659.png 1536w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-AB-TESTING-2048x879.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h3><b>Beneficios de implementar pruebas A\/B en WhatsApp<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Ahora que sabes porque es importante comparar variantes de una misma <strong>Ca<\/strong><\/span><b>mpa\u00f1a <\/b><span style=\"font-weight: 400;\">\u2014ya sea en redacci\u00f3n, tono, formatos o llamados a la acci\u00f3n\u2014 tomate un minuto para descubrir qu\u00e9 beneficios trae consigo esta pr\u00e1ctica. \ud83d\udc98<\/span><\/p>\n<ul>\n<li aria-level=\"1\"><b>Optimizaci\u00f3n de Tasas de Apertura y Clics<\/b><span style=\"font-weight: 400;\">: Peque\u00f1os ajustes en los mensajes pueden marcar una gran diferencia. Las pruebas A\/B permiten identificar qu\u00e9 formato de mensaje genera mayor inter\u00e9s y acci\u00f3n por parte de las personas usuarias.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Mejora en la conversi\u00f3n y el retorno de inversi\u00f3n (ROI)<\/b><span style=\"font-weight: 400;\">: Al centrar los esfuerzos en las variantes que mejor funcionan, se logra aumentar las Conversiones sin necesidad de aumentar la inversi\u00f3n.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Reducci\u00f3n de costos y desperdicio de recursos en Campa\u00f1as<\/b><span style=\"font-weight: 400;\">: Evitar enviar mensajes ineficientes permite ahorrar tiempo, dinero y mejorar la experiencia del usuario.<\/span><\/li>\n<\/ul>\n<h3><b>Diferencias entre A\/B Testing en WhatsApp y otros canales de Marketing<\/b><\/h3>\n<ul>\n<li aria-level=\"1\"><b>Comparaci\u00f3n con Email Marketing<\/b><span style=\"font-weight: 400;\">: En Email, el A\/B Testing es com\u00fan. En WhatsApp, el entorno m\u00e1s conversacional requiere pruebas m\u00e1s discretas y cuidadosas, ya que el canal es m\u00e1s personal.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Comparaci\u00f3n con SMS Marketing<\/b><span style=\"font-weight: 400;\">: El A\/B Testing en WhatsApp permite m\u00e1s interactividad que en SMS, incluyendo multimedia, botones y Flujos conversacionales.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Comparaci\u00f3n con Redes Sociales y publicidad paga<\/b><span style=\"font-weight: 400;\">: A diferencia de las redes, WhatsApp permite una comunicaci\u00f3n directa y con menos ruido, haciendo que las pruebas sean m\u00e1s controladas y los datos, m\u00e1s fiables.<\/span><\/li>\n<\/ul>\n<h2><b>C\u00f3mo funciona el A\/B Testing en WhatsApp<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Para que funcione correctamente, hay algunos pasos clave que no puedes saltear:<\/span><\/p>\n<p><b>\ud83c\udfaf Define un objetivo concreto<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">Antes de comenzar, es fundamental saber qu\u00e9 quieres medir. \u00bfBuscas aumentar la Tasa de Apertura? \u00bfGenerar m\u00e1s clics? \u00bfMejorar la Conversi\u00f3n? Establecer un KPI espec\u00edfico te permitir\u00e1 evaluar el impacto real de la prueba.<\/span><\/p>\n<p><b>\ud83d\udc65 Segmenta tu audiencia correctamente<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">Selecciona dos grupos similares y aleatorios dentro de tu base de contactos. As\u00ed garantizas que los resultados se basen en la variaci\u00f3n del mensaje y no en las caracter\u00edsticas del p\u00fablico.<\/span><\/p>\n<p><b>\ud83d\udd04 Modifica solo una variable por prueba<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">Para que el test sea confiable, evita hacer m\u00faltiples cambios al mismo tiempo. Prueba una \u00fanica variaci\u00f3n: puede ser el texto, el CTA, el horario de env\u00edo o el tipo de contenido. Si todo cambia, no sabr\u00e1s qu\u00e9 marc\u00f3 la diferencia.<\/span><\/p>\n<p><b>\ud83d\udcc8 Analiza los resultados y act\u00faa en consecuencia<\/b><b><br \/>\n<\/b><span style=\"font-weight: 400;\">Una vez que obtengas los datos, identifica qu\u00e9 versi\u00f3n tuvo mejor desempe\u00f1o. Puedes aplicar esa variante al resto de la audiencia o seguir iterando con nuevas pruebas hasta alcanzar el resultado deseado.<\/span><\/p>\n<p><a href=\"https:\/\/app.fromdoppler.com\/signup?utm_source=seo&amp;utm_medium=content&amp;utm_campaign=seo-personalizar-campa\u00f1as-de-whatsapp\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-23340 size-large\" src=\"https:\/\/fromdoppler.com\/blog\/wp-content\/uploads\/Whatsapp-1024x641.png\" alt=\"\" width=\"1024\" height=\"641\" srcset=\"https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/Whatsapp-1024x641.png 1024w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/Whatsapp-300x188.png 300w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/Whatsapp-768x481.png 768w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/Whatsapp-600x375.png 600w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/Whatsapp-1536x961.png 1536w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/Whatsapp-2048x1282.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n<h2><b>Variables que puedes probar en un A\/B Testing en WhatsApp<\/b><\/h2>\n<p>Seg\u00fan el objetivo que establezcas tendr\u00e1s a disposici\u00f3n un abanico de variables que puedes modificar para alcanzarlo de la manera m\u00e1s eficiente. Veamos algunos \ud83d\udc40.<\/p>\n<h3><b>Optimizaci\u00f3n de la Tasa de Apertura<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Uso de <em>emojis<\/em> en los mensajes.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Personalizaci\u00f3n con el nombre del <em>usuario.<\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Diferentes <em>formatos<\/em> de texto en el mensaje inicial.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><em>Horario<\/em> y <em>d\u00eda<\/em> de env\u00edo del mensaje.<\/span><\/li>\n<\/ul>\n<h3><b>Incremento de la Tasa de Clics (CTR)<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Comparaci\u00f3n entre <em>botones<\/em> de CTA y <em>enlaces<\/em> en texto.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Variaci\u00f3n de <em>colores<\/em> y <em>dise\u00f1o<\/em> de im\u00e1genes adjuntas.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Diferentes <em>incentivos<\/em> en las ofertas (descuento vs. env\u00edo gratis)<\/span><\/li>\n<\/ul>\n<h3><b>Mejora en la Conversi\u00f3n y retenci\u00f3n de clientes<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Impacto de la <em>longitud<\/em> del <em>mensaje<\/em> en la Conversi\u00f3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Uso de mensajes <em>multimedia<\/em> vs. texto <em>simple.<\/em><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Testeo de diferentes <em>flujos<\/em> conversacionales.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><em>Personalizaci\u00f3n<\/em> basada en datos previos del <em>cliente.<\/em><\/span><\/li>\n<\/ul>\n<p>\u00a1Observa el siguiente ejemplo! \u00bfNotas la diferencia? \u00bfCual piensas que funcionaria mejor? Anal\u00edzalo y toma nota para tu pr\u00f3xima Prueba A\/B. \ud83d\udcca<\/p>\n<p><div id=\"attachment_24609\" style=\"width: 510px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-24609\" class=\"wp-image-24609\" src=\"https:\/\/fromdoppler.com\/blog\/wp-content\/uploads\/whatsapp-ab-test-a-300x181.png\" alt=\"\" width=\"500\" height=\"301\" srcset=\"https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-a-300x181.png 300w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-a-1024x617.png 1024w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-a-768x463.png 768w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-a-600x362.png 600w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-a-1536x926.png 1536w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-a.png 1944w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><p id=\"caption-attachment-24609\" class=\"wp-caption-text\">WhatsApp Testing A<\/p><\/div> <div id=\"attachment_24608\" style=\"width: 510px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-24608\" class=\"wp-image-24608\" src=\"https:\/\/fromdoppler.com\/blog\/wp-content\/uploads\/whatsapp-ab-test-b-300x165.png\" alt=\"\" width=\"500\" height=\"275\" srcset=\"https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-b-300x165.png 300w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-b-1024x563.png 1024w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-b-768x422.png 768w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-b-600x330.png 600w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-b-1536x844.png 1536w, https:\/\/blog.fromdoppler.com\/wp-content\/uploads\/whatsapp-ab-test-b.png 1944w\" sizes=\"auto, (max-width: 500px) 100vw, 500px\" \/><p id=\"caption-attachment-24608\" class=\"wp-caption-text\">WhatsApp Testing B<\/p><\/div><\/p>\n<h2><b>Pasos para implementar un A\/B Testing en WhatsApp<\/b><\/h2>\n<h3><b>Definici\u00f3n del objetivo del test<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00bfQuieres mejorar la tasa de apertura, el CTR o la Conversi\u00f3n?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f3mo establecer m\u00e9tricas clave para la medici\u00f3n.<\/span><\/li>\n<\/ul>\n<h3><b>Creaci\u00f3n de las variaciones del mensaje<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Selecci\u00f3n del mensaje base y su variaci\u00f3n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f3mo generar hip\u00f3tesis para el test A\/B.<\/span><\/li>\n<\/ul>\n<h3><b>Segmentaci\u00f3n y selecci\u00f3n del p\u00fablico<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f3mo dividir la audiencia en dos grupos aleatorios.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Uso de etiquetas y segmentaci\u00f3n avanzada en WhatsApp Business.<\/span><\/li>\n<\/ul>\n<h3><b>Env\u00edo y monitoreo del test<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Herramientas para automatizar pruebas A\/B en WhatsApp.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Cu\u00e1nto tiempo dejar correr el test para obtener datos fiables.<\/span><\/li>\n<\/ul>\n<h3><b>An\u00e1lisis de resultados y optimizaci\u00f3n<\/b><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">C\u00f3mo interpretar los resultados del A\/B Testing.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Aplicaci\u00f3n de los aprendizajes en campa\u00f1as futuras.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Iteraciones y nuevas pruebas para una mejora continua.<\/span><\/li>\n<\/ul>\n<h2><b>Errores comunes en el A\/B Testing en WhatsApp y c\u00f3mo evitarlos<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Probar demasiadas variables a la vez.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">No definir correctamente los objetivos del test.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Segmentaci\u00f3n incorrecta de la audiencia.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">No esperar suficiente tiempo antes de analizar los resultados.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">No aplicar los aprendizajes en estrategias futuras.<\/span><\/li>\n<\/ul>\n<h2><b>Casos de \u00e9xito de A\/B Testing en WhatsApp<\/b><\/h2>\n<p><b>\ud83e\udd5b Unilever (Brasil)<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Durante 2019, Unilever en Brasil prob\u00f3 dos versiones de mensajes v\u00eda chatbot: una en texto y otra en audio. El resultado fue contundente: la versi\u00f3n con audio no solo gener\u00f3 una mejora notable en ventas, sino que sum\u00f3 aproximadamente <\/span><b>12\u202f000 nuevos clientes<\/b><span style=\"font-weight: 400;\">, y la tasa de conversi\u00f3n fue <\/span><b>14 veces mayor<\/b><span style=\"font-weight: 400;\"> frente al mensaje en texto.<\/span><\/p>\n<p><b>\ud83c\udfec Expert (Pa\u00edses Bajos)<\/b><\/p>\n<p><span style=\"font-weight: 400;\">La cadena Expert, con m\u00e1s de 5.000 tiendas en 22 pa\u00edses, utiliz\u00f3 WhatsApp Business para centralizar m\u00e1s de 50\u202f000 mensajes mensuales. Al implementar flujos autom\u00e1ticos con agentes, alcanzaron una impresionante <strong>T<\/strong><\/span><b>asa de Conversi\u00f3n del 80\u202f% a ventas<\/b><span style=\"font-weight: 400;\">, seg\u00fan datos.<\/span><\/p>\n<p><b>\ud83d\udcb8 Rappi (LatAm)<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0En 2023, Rappi compar\u00f3 campa\u00f1as v\u00eda WhatsApp frente a notificaciones push tras env\u00edos de emails. El canal de WhatsApp gener\u00f3 un <\/span><b>aumento del 80\u202f% en compras<\/b><span style=\"font-weight: 400;\"> respecto al grupo de control, reforzando su efectividad dentro del Funnel multicanal.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Estos casos muestran que, al probar <\/span><b>solo una variable a la vez<\/b><span style=\"font-weight: 400;\">\u2014por ejemplo, formato del mensaje, canal o tono\u2014las marcas obtienen insights \u00fatiles que elevan significativamente el rendimiento de sus campa\u00f1as en WhatsApp. Implementar este enfoque puede cambiar dr\u00e1sticamente tus resultados.<\/span><\/p>\n<h2><b>Entonces, \u00bfcu\u00e1l tuvo mejores resultados?\u00bfA o B? \ud83d\udcac<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">A veces, la diferencia entre una <\/span><b>Campa\u00f1a <\/b><span style=\"font-weight: 400;\">que pasa desapercibida y una que realmente conecta est\u00e1 en un detalle m\u00ednimo: una palabra, un horario, un llamado a la acci\u00f3n. El A\/B Testing en WhatsApp nos permite descubrir esos <\/span><i><span style=\"font-weight: 400;\">detalles<\/span><\/i><span style=\"font-weight: 400;\">, basarnos en <\/span><i><span style=\"font-weight: 400;\">datos <\/span><\/i><span style=\"font-weight: 400;\">reales y dejar de <\/span><i><span style=\"font-weight: 400;\">adivinar <\/span><\/i><span style=\"font-weight: 400;\">qu\u00e9 funciona.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">No se trata solo de optimizar por optimizar, sino de <\/span><b>entender <\/b><span style=\"font-weight: 400;\">mejor a quienes est\u00e1n del otro lado del <\/span><b>mensaje<\/b><span style=\"font-weight: 400;\">. De construir conversaciones m\u00e1s relevantes, m\u00e1s humanas y m\u00e1s efectivas.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00bfEl primer paso? Animarte a probar. Dise\u00f1\u00e1 tu primer test con un <\/span><b>objetivo <\/b><span style=\"font-weight: 400;\">claro, med\u00ed los <\/span><b>resultados <\/b><span style=\"font-weight: 400;\">y aplic\u00e1 lo aprendido. Porque en WhatsApp, cada interacci\u00f3n es una oportunidad. Y con el enfoque correcto, cada mensaje puede marcar la diferencia. \u00a1Animate a empezar hoy, junto a <a href=\"https:\/\/app.fromdoppler.com\/signup?utm_source=seo&amp;utm_medium=content&amp;utm_campaign=seo-personalizar-campa\u00f1as-de-whatsapp\" target=\"_blank\" rel=\"noopener\">Doppler<\/a>!<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aprende a hacer pruebas A\/B en WhatsApp para mejorar resultados.<\/p>\n","protected":false},"author":253,"featured_media":24587,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1988],"tags":[],"class_list":["post-24586","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-whatsapp"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A\/B Testing en WhatsApp 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