{"id":7329,"date":"2025-07-24T09:24:51","date_gmt":"2025-07-24T09:24:51","guid":{"rendered":"https:\/\/support.spoki.com\/docs\/uncategorized\/guia-de-analisis-de-sentimiento\/"},"modified":"2025-10-16T14:49:55","modified_gmt":"2025-10-16T14:49:55","password":"","slug":"guia-de-analisis-de-sentimiento","status":"publish","type":"docs","link":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/","title":{"rendered":"Gu\u00eda de An\u00e1lisis de Sentimiento"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\u00bfQu\u00e9 es el An\u00e1lisis de Sentimiento? <\/h2>\n\n\n\n<p>El An\u00e1lisis de Sentimiento utiliza inteligencia artificial (IA), procesamiento de lenguaje natural (PLN) y aprendizaje autom\u00e1tico para clasificar el tono emocional de los textos. Transforma grandes vol\u00famenes de datos no estructurados \u2014como redes sociales, rese\u00f1as y registros de chat\u2014 en informaci\u00f3n procesable, permitiendo a las empresas pasar de estrategias reactivas a proactivas. Esta capacidad es fundamental para comprender las opiniones de los clientes a gran escala, mejorar la experiencia del usuario y obtener una ventaja competitiva.   <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">C\u00f3mo Funciona Nuestro Servicio de An\u00e1lisis de Sentimiento<\/h2>\n\n\n\n<p>Esta gu\u00eda explica c\u00f3mo funciona el Servicio de An\u00e1lisis de Sentimiento desde la perspectiva del cliente, centr\u00e1ndose en su funcionalidad principal y en la experiencia del usuario.<\/p>\n\n\n\n<p>Cuando abras la p\u00e1gina de chat de un contacto, ver\u00e1s un nuevo icono en forma de term\u00f3metro que indica el sentimiento de ese contacto, justo debajo de su foto de perfil, en la parte derecha de la p\u00e1gina. Este icono tambi\u00e9n aparece debajo de la imagen de perfil de cada contacto <em>analizado<\/em> en la secci\u00f3n del historial de chats, a la izquierda. <\/p>\n\n\n\n<div class=\"wp-block-group is-nowrap is-layout-flex wp-container-core-group-is-layout-ad2f72ca wp-block-group-is-layout-flex\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\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-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"640\" height=\"610\" data-id=\"7130\" src=\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png\" alt=\"\" class=\"wp-image-7130\" srcset=\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png 640w, https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48-300x286.png 300w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/><\/figure>\n<\/figure>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"505\" src=\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.25.41-1024x505.png\" alt=\"\" class=\"wp-image-7140\" srcset=\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.25.41-1024x505.png 1024w, https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.25.41-300x148.png 300w, https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.25.41-768x379.png 768w, https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.25.41.png 1054w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">C\u00f3mo Funciona un An\u00e1lisis<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Enfoque del An\u00e1lisis<\/strong>: El servicio analiza los mensajes de los \u00faltimos 14 d\u00edas para calcular la puntuacion de sentimiento.<\/li>\n\n\n\n<li><strong>Actualizaciones Eficientes<\/strong>: Identifica y analiza \u00fanicamente los mensajes o d\u00edas que no hayan sido procesados desde el \u00faltimo escaneo.<\/li>\n\n\n\n<li><strong>C\u00e1lculo de Puntuacion<\/strong>: Se calcula la puntuacion promedio ponderada, otorgando mayor importancia a los datos m\u00e1s recientes.<\/li>\n\n\n\n<li><strong>Frecuencia de Escaneo<\/strong>: Para garantizar un rendimiento \u00f3ptimo y una gesti\u00f3n eficiente de los recursos, solo se puede ejecutar un nuevo escaneo de un mismo contacto despu\u00e9s de <strong>un per\u00edodo de espera m\u00ednimo de 15 minutos<\/strong> desde el \u00faltimo an\u00e1lisis.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Qu\u00e9 Esperar<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Primer Uso<\/strong>: Si no existen datos previos de sentimiento para un contacto, el servicio analizar\u00e1 la ventana completa de 14 d\u00edas de mensajes disponibles.<\/li>\n\n\n\n<li><strong>Sin Mensajes Disponibles<\/strong>: Si no hay mensajes que analizar, el servicio indicar\u00e1 que no se puede generar una puntuacion.<\/li>\n\n\n\n<li><strong>Escaneo Prematuro<\/strong>: Si intentas realizar un nuevo escaneo antes de que hayan transcurrido 15 minutos desde el anterior, el sistema no procesar\u00e1 la solicitud.<\/li>\n\n\n\n<li><strong>Escaneo en Curso<\/strong>: Si ya se est\u00e1 ejecutando un escaneo para ese contacto, cualquier nueva solicitud quedar\u00e1 en espera hasta que se complete el an\u00e1lisis en curso.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Aplicaciones Pr\u00e1cticas<\/h2>\n\n\n\n<p>El An\u00e1lisis de Sentimiento ofrece aplicaciones vers\u00e1tiles en diversas \u00e1reas empresariales:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Atenci\u00f3n al Cliente<\/strong>: Identifica r\u00e1pidamente a los clientes insatisfechos y problemas urgentes para una resoluci\u00f3n proactiva.<\/li>\n\n\n\n<li><strong>Marketing y Gesti\u00f3n de Marca<\/strong>: Supervisa en tiempo real la percepci\u00f3n de la marca y la eficacia de las campa\u00f1as.<\/li>\n\n\n\n<li><strong>Desarrollo de Producto<\/strong>: Recoge comentarios directos para orientar hojas de ruta e innovaci\u00f3n.<\/li>\n\n\n\n<li><strong>Investigaci\u00f3n de Mercado<\/strong>: Observa tendencias del sector y el sentimiento hacia los competidores para obtener informaci\u00f3n estrat\u00e9gica.<\/li>\n\n\n\n<li><strong>Relaciones P\u00fablicas<\/strong>: Eval\u00faa la percepci\u00f3n p\u00fablica para gestionar la reputaci\u00f3n de manera proactiva.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusi\u00f3n<\/h2>\n\n\n\n<p>El servicio de An\u00e1lisis de Sentimiento facilita la transformaci\u00f3n de texto no estructurado en insights estrat\u00e9gicos. Es una herramienta indispensable para mejorar la satisfacci\u00f3n del cliente, proteger la integridad de la marca, optimizar el desarrollo de productos y adquirir una ventaja competitiva. <br> <br> <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u00bfQu\u00e9 es el An\u00e1lisis de Sentimiento? El An\u00e1lisis de Sentimiento utiliza inteligencia artificial (IA), procesamiento de lenguaje natural (PLN) y [&hellip;]<\/p>\n","protected":false},"author":29,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"doc_category":[46],"doc_tag":[],"class_list":["post-7329","docs","type-docs","status-publish","hentry","doc_category-como"],"year_month":"2026-04","word_count":560,"total_views":0,"reactions":{"happy":0,"normal":0,"sad":0},"author_info":{"name":"Luca Francavilla","author_nicename":"luca-francavilla","author_url":"https:\/\/support.spoki.com\/es\/author\/luca-francavilla\/"},"doc_category_info":[{"term_name":"C\u00f3mo","term_url":"https:\/\/support.spoki.com\/es\/docs-category\/como\/"}],"doc_tag_info":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Gu\u00eda de An\u00e1lisis de Sentimiento - Supporto Spoki<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gu\u00eda de An\u00e1lisis de Sentimiento - Supporto Spoki\" \/>\n<meta property=\"og:description\" content=\"\u00bfQu\u00e9 es el An\u00e1lisis de Sentimiento? El An\u00e1lisis de Sentimiento utiliza inteligencia artificial (IA), procesamiento de lenguaje natural (PLN) y [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/\" \/>\n<meta property=\"og:site_name\" content=\"Supporto Spoki\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-16T14:49:55+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"610\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/\",\"url\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/\",\"name\":\"Gu\u00eda de An\u00e1lisis de Sentimiento - Supporto Spoki\",\"isPartOf\":{\"@id\":\"https:\/\/support.spoki.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png\",\"datePublished\":\"2025-07-24T09:24:51+00:00\",\"dateModified\":\"2025-10-16T14:49:55+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#primaryimage\",\"url\":\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png\",\"contentUrl\":\"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/support.spoki.com\/es\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Docs\",\"item\":\"https:\/\/support.spoki.com\/docs\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Gu\u00eda de An\u00e1lisis de Sentimiento\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/support.spoki.com\/#website\",\"url\":\"https:\/\/support.spoki.com\/\",\"name\":\"Supporto Spoki\",\"description\":\"Documentation for Spoki use\",\"publisher\":{\"@id\":\"https:\/\/support.spoki.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/support.spoki.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/support.spoki.com\/#organization\",\"name\":\"Supporto Spoki\",\"url\":\"https:\/\/support.spoki.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\/\/support.spoki.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/support.spoki.com\/wp-content\/uploads\/2022\/11\/Logo_Spoki-Primary_Black-01-scaled.jpg\",\"contentUrl\":\"https:\/\/support.spoki.com\/wp-content\/uploads\/2022\/11\/Logo_Spoki-Primary_Black-01-scaled.jpg\",\"width\":2560,\"height\":761,\"caption\":\"Supporto Spoki\"},\"image\":{\"@id\":\"https:\/\/support.spoki.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/spokiapp\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Gu\u00eda de An\u00e1lisis de Sentimiento - Supporto Spoki","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:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/","og_locale":"es_ES","og_type":"article","og_title":"Gu\u00eda de An\u00e1lisis de Sentimiento - Supporto Spoki","og_description":"\u00bfQu\u00e9 es el An\u00e1lisis de Sentimiento? El An\u00e1lisis de Sentimiento utiliza inteligencia artificial (IA), procesamiento de lenguaje natural (PLN) y [&hellip;]","og_url":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/","og_site_name":"Supporto Spoki","article_modified_time":"2025-10-16T14:49:55+00:00","og_image":[{"width":640,"height":610,"url":"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Tiempo de lectura":"4 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/","url":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/","name":"Gu\u00eda de An\u00e1lisis de Sentimiento - Supporto Spoki","isPartOf":{"@id":"https:\/\/support.spoki.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#primaryimage"},"image":{"@id":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#primaryimage"},"thumbnailUrl":"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png","datePublished":"2025-07-24T09:24:51+00:00","dateModified":"2025-10-16T14:49:55+00:00","breadcrumb":{"@id":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#primaryimage","url":"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png","contentUrl":"https:\/\/support.spoki.com\/wp-content\/uploads\/2025\/07\/Screenshot-2025-07-24-at-11.22.48.png"},{"@type":"BreadcrumbList","@id":"https:\/\/support.spoki.com\/es\/docs\/como\/guia-de-analisis-de-sentimiento\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/support.spoki.com\/es\/"},{"@type":"ListItem","position":2,"name":"Docs","item":"https:\/\/support.spoki.com\/docs\/"},{"@type":"ListItem","position":3,"name":"Gu\u00eda de An\u00e1lisis de Sentimiento"}]},{"@type":"WebSite","@id":"https:\/\/support.spoki.com\/#website","url":"https:\/\/support.spoki.com\/","name":"Supporto Spoki","description":"Documentation for Spoki use","publisher":{"@id":"https:\/\/support.spoki.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/support.spoki.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/support.spoki.com\/#organization","name":"Supporto Spoki","url":"https:\/\/support.spoki.com\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/support.spoki.com\/#\/schema\/logo\/image\/","url":"https:\/\/support.spoki.com\/wp-content\/uploads\/2022\/11\/Logo_Spoki-Primary_Black-01-scaled.jpg","contentUrl":"https:\/\/support.spoki.com\/wp-content\/uploads\/2022\/11\/Logo_Spoki-Primary_Black-01-scaled.jpg","width":2560,"height":761,"caption":"Supporto Spoki"},"image":{"@id":"https:\/\/support.spoki.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/spokiapp\/"]}]}},"_links":{"self":[{"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/docs\/7329","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/types\/docs"}],"author":[{"embeddable":true,"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/users\/29"}],"replies":[{"embeddable":true,"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/comments?post=7329"}],"version-history":[{"count":2,"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/docs\/7329\/revisions"}],"predecessor-version":[{"id":7794,"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/docs\/7329\/revisions\/7794"}],"wp:attachment":[{"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/media?parent=7329"}],"wp:term":[{"taxonomy":"doc_category","embeddable":true,"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/doc_category?post=7329"},{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/support.spoki.com\/es\/wp-json\/wp\/v2\/doc_tag?post=7329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}