{"id":45500,"date":"2024-01-24T20:14:11","date_gmt":"2024-01-25T01:14:11","guid":{"rendered":"https:\/\/www.sisinternational.com\/?page_id=45500"},"modified":"2026-01-27T15:20:05","modified_gmt":"2026-01-27T20:20:05","slug":"analisis-de-investigacion-de-mercado-de-sentimiento-de-ai","status":"publish","type":"page","link":"https:\/\/www.sisinternational.com\/es\/soluciones\/investigacion-de-mercado-de-ia-y-consultoria-estrategica\/analisis-de-investigacion-de-mercado-de-sentimiento-de-ai\/","title":{"rendered":"An\u00e1lisis de investigaci\u00f3n de mercado de sentimiento de IA"},"content":{"rendered":"<h1 class=\"wp-block-heading\">An\u00e1lisis de investigaci\u00f3n de mercado de sentimiento de IA<\/h1>\n\n\n\n<figure class=\"gb-block-image gb-block-image-036445c9\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-036445c9\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1.jpg\" alt=\"Investigaci\u00f3n y estrategia de mercado internacional de SIS\" title=\"AI Sentiment (1)\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>AI sentiment market research analysis is revolutionizing how businesses understand and respond to consumer sentiments \u2013 transcending traditional market research methods. It harnesses the power of artificial intelligence to delve deep into the emotional pulse of the market, offering insights that are a window into the minds of consumers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00bfQu\u00e9 es el an\u00e1lisis de investigaci\u00f3n de mercado de Sentimiento de IA?<\/h2>\n\n\n\n<p>AI sentiment market research analysis is a cutting-edge approach that leverages artificial intelligence to interpret and analyze the emotions and opinions expressed by consumers. It deciphers what consumers say and how they feel about a product, service, or brand.<\/p>\n\n\n\n<p>AI algorithms are trained to recognize and interpret various emotional cues such as tone, context, and specific word choice in this process. These algorithms can sift through vast amounts of unstructured data \u2013 such as reviews and forum discussions \u2013 to provide a comprehensive sentiment analysis.&nbsp;<\/p>\n\n\n\n<p>Moreover, AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/maximizing-roi-with-decision-trees-analysis-in-market-research\/\" title=\"Decision Trees Analysis in Market Research\"  data-wpil-monitor-id=\"1175\">market research analysis<\/a> adapts to new linguistic trends and consumer behaviors, ensuring the insights derived are relevant and up-to-date. This makes it an invaluable tool for businesses in today&#8217;s fast-paced market environment, where understanding and responding to consumer sentiment can make the difference between success and failure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Is AI Sentiment Market Research Analysis So Important?<\/h2>\n\n\n\n<p>AI sentiment market offers real-time monitoring of consumer sentiment, which is vital for businesses to respond swiftly to changing market trends or emerging issues. Additionally, AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/turf-analysis-market-research\/\" title=\"TURF Analysis Market Research\"  data-wpil-monitor-id=\"1519\">market research analysis<\/a> aids in competitive analysis.&nbsp;Moreover, AI <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/analisis-cognitivo-investigacion-de-mercado\/\" title=\"An\u00e1lisis cognitivo Investigaci\u00f3n de mercado\"  data-wpil-monitor-id=\"4666\">sentiment<\/a> analysis can be tailored to understand sentiments across different languages and cultural contexts for businesses operating in international markets, providing a global perspective on consumer attitudes. But, it has many other benefits, including:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Real-Time <\/strong><a href=\"https:\/\/www.sisinternational.com\/es\/pericia\/industrias\/analisis-multivariado-investigacion-de-mercado\/\" title=\"An\u00e1lisis Multivariado Investigaci\u00f3n de Mercado\"  data-wpil-monitor-id=\"5027\">Market Monitoring: AI sentiment analysis<\/a> tools process data in real-time, allowing businesses to monitor market trends and consumer sentiments as they evolve.\u00a0<\/li>\n\n\n\n<li><strong>Desarrollo mejorado de productos y servicios:<\/strong> By understanding customer sentiment, businesses can identify areas for improvement in their products or services.\u00a0<\/li>\n\n\n\n<li><strong>Strategic <\/strong><a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/analisis-de-conglomerados-investigacion-de-mercado\/\" title=\"An\u00e1lisis de conglomerados Investigaci\u00f3n de mercado\"  data-wpil-monitor-id=\"6468\">Marketing and Communication: AI sentiment analysis<\/a> helps refine marketing strategies by understanding how consumers perceive brand messaging.\u00a0<\/li>\n\n\n\n<li><strong>Gesti\u00f3n de Crisis y Reputaci\u00f3n de Marca:<\/strong> AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/mastering-conjoint-analysis-research-strategies-for-market-success\/\" title=\"Conjoint Analysis Research\"  data-wpil-monitor-id=\"1019\">analysis market research<\/a> analysis can quickly identify negative trends or emerging crises, enabling businesses to proactively manage their brand reputation and promptly address customer concerns.<\/li>\n\n\n\n<li><strong>Global <\/strong><a href=\"https:\/\/www.sisinternational.com\/es\/como-realizar-un-analisis-competitivo\/\" title=\"An\u00e1lisis competitivo en marketing\"  data-wpil-monitor-id=\"7263\">Market Insights: AI sentiment analysis<\/a> tools can analyze sentiments across different languages and cultures for businesses operating internationally, providing a comprehensive global perspective.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Expected Results of AI Sentiment Market Research Analysis<\/h2>\n\n\n\n<figure class=\"gb-block-image gb-block-image-5a22e102\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-5a22e102\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-2.jpg\" alt=\"Investigaci\u00f3n y estrategia de mercado internacional de SIS\" title=\"AI Sentiment (2)\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-2.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-2-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-2-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-2-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-2-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>Embarking on AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/k-means-cluster-analysis-in-market-research\/\" title=\"K-Means Cluster Analysis in Market Research\"  data-wpil-monitor-id=\"1624\">market research analysis<\/a> is a journey into the heart of consumer emotions and opinions. For businesses leveraging this advanced tool, understanding what to expect is key to maximizing its benefits.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Comprensi\u00f3n profunda del sentimiento del consumidor:<\/strong> AI sentiment analysis delves beyond surface-level data, offering a deep understanding of consumer emotions and perceptions. Businesses can expect detailed insights into how the market perceives and receives their brand, products, or services.<\/li>\n\n\n\n<li><strong>Seguimiento de sentimientos en tiempo real:<\/strong> One of the standout features is the ability to track consumer sentiment in real-time. It enables businesses to respond promptly to emerging trends, public opinion shifts \u2013 or potential crises, maintaining a proactive stance in market dynamics.<\/li>\n\n\n\n<li><strong>Toma de decisiones basada en datos:<\/strong> With concrete evidence of consumer sentiment trends, businesses can make strategic decisions in various areas, including marketing, product development, and customer service.<\/li>\n\n\n\n<li><strong>Perspectivas culturales y demogr\u00e1ficas:<\/strong> El an\u00e1lisis del mercado de sentimientos de IA analiza datos de diferentes contextos demogr\u00e1ficos y culturales, proporcionando una comprensi\u00f3n m\u00e1s segmentada y espec\u00edfica de los grupos de consumidores.<\/li>\n\n\n\n<li><strong>Personalizaci\u00f3n y oportunidades de personalizaci\u00f3n:<\/strong> Sentiment analysis insights can inform customization and personalization strategies, aligning products and services more closely with consumer preferences and expectations.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Tendencias<\/h2>\n\n\n\n<p>As AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/latent-class-analysis-in-market-research\/\" title=\"Latent Class Analysis in Market Research\"  data-wpil-monitor-id=\"1650\">market research analysis<\/a> continues to evolve, it shapes new trends and practices in the business world. Staying abreast of these trends is crucial for companies looking to leverage the full potential of AI to understand market sentiments.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Integraci\u00f3n del procesamiento del lenguaje natural (PLN):<\/strong> Advanced NLP techniques are becoming more sophisticated, enabling AI to understand and interpret human language with greater accuracy and depth.\u00a0<\/li>\n\n\n\n<li><strong>Uso del an\u00e1lisis de sentimiento en an\u00e1lisis predictivo:<\/strong> La integraci\u00f3n del an\u00e1lisis de sentimiento con el an\u00e1lisis predictivo es cada vez m\u00e1s com\u00fan, lo que permite a las empresas pronosticar tendencias futuras del mercado y comportamientos de los consumidores bas\u00e1ndose en los datos de sentimiento actuales.<\/li>\n\n\n\n<li><strong>Personalizaci\u00f3n y Personalizaci\u00f3n en Marketing:<\/strong> Los conocimientos del an\u00e1lisis de sentimientos se utilizan cada vez m\u00e1s para personalizar los esfuerzos de marketing, adaptando mensajes y campa\u00f1as para alinearse con las emociones y preferencias de los consumidores.<\/li>\n\n\n\n<li><strong>Consideraciones \u00e9ticas y de privacidad:<\/strong> A medida que crece el an\u00e1lisis de sentimientos de la IA, hay un enfoque cada vez mayor en las implicaciones \u00e9ticas y las preocupaciones sobre la privacidad, garantizando que los datos de los consumidores se utilicen de manera responsable y con consentimiento.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Technologies<\/h2>\n\n\n\n<p>The effectiveness of AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/analisis-discriminante-investigacion-de-mercado\/\" title=\"An\u00e1lisis discriminante Investigaci\u00f3n de mercado\"  data-wpil-monitor-id=\"3285\">market research analysis<\/a> hinges on the technologies and tools employed. These sophisticated systems gather and process vast amounts of data, deciphering the subtle nuances of human emotions.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Herramientas de procesamiento del lenguaje natural (PNL):<\/strong> Plataformas como Google Cloud Natural Language emplean PNL para interpretar y analizar datos de texto de diversas fuentes, extrayendo sentimientos y contexto emocional.<\/li>\n\n\n\n<li><strong>Algoritmos de aprendizaje autom\u00e1tico:<\/strong> Herramientas como TensorFlow permiten el desarrollo de modelos de aprendizaje autom\u00e1tico personalizados que pueden aprender y adaptarse a patrones ling\u00fc\u00edsticos e indicadores de sentimiento espec\u00edficos.<\/li>\n\n\n\n<li><strong>Software de an\u00e1lisis de texto:<\/strong> Herramientas como SAS Text Miner y RapidMiner Text Mining utilizan an\u00e1lisis de texto para procesar y analizar grandes vol\u00famenes de datos textuales no estructurados, extrayendo valiosa informaci\u00f3n sobre sentimientos.<\/li>\n\n\n\n<li><strong>Herramientas de visualizaci\u00f3n de datos:<\/strong> Platforms like Tableau and Microsoft Power BI visualize sentiment analysis results, making the data more accessible and actionable for decision-makers.<\/li>\n\n\n\n<li><strong>Plataformas de comentarios de clientes:<\/strong> Servicios como Qualtrics y SurveyMonkey brindan soluciones integradas para recopilar y analizar los comentarios de los clientes, incorporando el an\u00e1lisis de sentimientos en su conjunto de funciones.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Oportunidades<\/h2>\n\n\n\n<figure class=\"gb-block-image gb-block-image-b1b75a99\"><img loading=\"lazy\" decoding=\"async\" width=\"1456\" height=\"816\" class=\"gb-image gb-image-b1b75a99\" src=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-3.jpg\" alt=\"Investigaci\u00f3n y estrategia de mercado internacional de SIS\" title=\"AI Sentiment (3)\" srcset=\"https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-3.jpg 1456w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-3-300x168.jpg 300w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-3-1024x574.jpg 1024w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-3-768x430.jpg 768w, https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-3-18x10.jpg 18w\" sizes=\"auto, (max-width: 1456px) 100vw, 1456px\"><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>AI sentiment <a href=\"https:\/\/www.sisinternational.com\/es\/soluciones\/soluciones-de-investigacion-cualitativa-cuantitativa\/analisis-tam-investigacion-de-mercado\/\" title=\"An\u00e1lisis TAM Investigaci\u00f3n de Mercado\"  data-wpil-monitor-id=\"3593\">market research analysis<\/a> opens a world of opportunities for companies keen on staying ahead of the curve. Some of the most significant opportunities are as follows:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Desarrollo e innovaci\u00f3n de productos:<\/strong> Los conocimientos obtenidos del an\u00e1lisis de sentimientos pueden guiar el desarrollo de productos, ayudando a las empresas a innovar y adaptar sus ofertas de acuerdo con las necesidades y preferencias de los consumidores.<\/li>\n\n\n\n<li><strong>Gesti\u00f3n de reputaci\u00f3n y construcci\u00f3n de marca:<\/strong> Monitorear y analizar el sentimiento del p\u00fablico sobre una marca permite a las empresas gestionar su reputaci\u00f3n de manera proactiva, abordando las percepciones negativas y reforzando las positivas.<\/li>\n\n\n\n<li><strong>Identificaci\u00f3n de tendencias del mercado:<\/strong> El an\u00e1lisis del sentimiento de la IA puede detectar tendencias emergentes y cambios en las actitudes de los consumidores, lo que permite a las empresas aprovechar nuevas oportunidades de mercado antes que sus competidores.<\/li>\n\n\n\n<li><span style=\"box-sizing: border-box; margin: 0px; padding: 0px;\"><strong>An\u00e1lisis competitivo:<\/strong> Businesses can gain insights into their competitors\u2019 strengths and weaknesses by analyzing sentiment data and informing strategic decisions.<\/span><\/li>\n\n\n\n<li><strong>Perspectivas del mercado global:<\/strong> Para las empresas que operan a nivel internacional o que planean expandirse, el an\u00e1lisis de sentimientos puede proporcionar informaci\u00f3n cr\u00edtica sobre las actitudes de los consumidores en diferentes regiones y culturas.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Soluciones SIS: An\u00e1lisis de investigaci\u00f3n de mercado del sentimiento de IA<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">SIS uses a comprehensive, integrated approach to Analyzing Consumer Sentiments with AI<\/h3>\n\n\n\n<p>We provide benefits like real-time market monitoring, improved product and service development, and strategic marketing communication. <a href=\"https:\/\/www.linkedin.com\/company\/sisinternationalresearch\/\" target=\"_blank\" rel=\"noopener\">Our researchers<\/a> use AI to analyze consumer sentiments, offering actionable insights for data-driven decision-making across various languages and cultures. Solutions SIS delivers include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Procesamiento avanzado del lenguaje natural para un an\u00e1lisis de sentimientos m\u00e1s profundo<\/li>\n\n\n\n<li>Seguimiento de opiniones en tiempo real para una respuesta \u00e1gil<\/li>\n\n\n\n<li>Informaci\u00f3n basada en datos para una toma de decisiones informada<\/li>\n\n\n\n<li>Informaci\u00f3n cultural y demogr\u00e1fica para marketing dirigido<\/li>\n\n\n\n<li>Estrategias de personalizaci\u00f3n y personalizaci\u00f3n basadas en el sentimiento del consumidor.<\/li>\n<\/ul>\n\n\n\n<p>Nuestra amplia red y oficinas globales permiten a SIS ofrecer conocimientos amplios y profundos sobre los sentimientos de los consumidores, garantizando que las empresas se mantengan a la vanguardia en sus mercados.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Nuestra ubicaci\u00f3n de instalaciones en Nueva York<\/h2>\n\n\n\n<p>  <iframe loading=\"lazy\" src=\"https:\/\/www.google.com\/maps\/embed?pb=!1m18!1m12!1m3!1d3022.976188376966!2d-73.99130312499956!3d40.740549471389315!2m3!1f0!2f0!3f0!3m2!1i1024!2i768!4f13.1!3m3!1m2!1s0x89c259a15798c731%3A0xd695d09bdd495f25!2s11%20E%2022nd%20St%20FL%202%2C%20New%20York%2C%20NY%2010010%2C%20USA!5e0!3m2!1sen!2spe!4v1726171763526!5m2!1sen!2spe\" width=\"600\" height=\"450\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe>  <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">11 E 22nd Street, piso 2, Nueva York, NY 10010 T: +1(212) 505-6805<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span style=\"font-weight: 400;\">Acerca de SIS Internacional<\/span><\/h2>\n\n\n\n<p><a href=\"https:\/\/www.sisinternational.com\/es\/\"><span style=\"font-weight: 400;\">SIS Internacional<\/span><\/a><span style=\"font-weight: 400;\"> ofrece investigaci\u00f3n cuantitativa, cualitativa y estrat\u00e9gica. Proporcionamos datos, herramientas, estrategias, informes y conocimientos para la toma de decisiones. Tambi\u00e9n realizamos entrevistas, encuestas, grupos focales y otros m\u00e9todos y enfoques de investigaci\u00f3n de mercado.<\/span><a href=\"https:\/\/www.sisinternational.com\/es\/sobre-la-investigacion-internacional-de-sis\/contact-sis-international-market-research\/\"><span style=\"font-weight: 400;\"> P\u00f3ngase en contacto con nosotros<\/span><\/a><span style=\"font-weight: 400;\"> para su pr\u00f3ximo proyecto de Investigaci\u00f3n de Mercado.<\/span><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">&nbsp;<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">&nbsp;<\/h2>","protected":false},"excerpt":{"rendered":"<p>El an\u00e1lisis de investigaci\u00f3n de mercado del sentimiento de IA es un enfoque de vanguardia que utiliza IA para analizar las emociones y opiniones de los consumidores.<\/p>","protected":false},"author":1,"featured_media":71613,"parent":44406,"menu_order":59,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_uag_custom_page_level_css":"","footnotes":""},"class_list":["post-45500","page","type-page","status-publish","has-post-thumbnail"],"uagb_featured_image_src":{"full":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1.jpg",1456,816,false],"thumbnail":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-150x150.jpg",150,150,true],"medium":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-300x168.jpg",300,168,true],"medium_large":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-768x430.jpg",768,430,true],"large":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-1024x574.jpg",1024,574,true],"1536x1536":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1.jpg",1456,816,false],"2048x2048":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1.jpg",1456,816,false],"trp-custom-language-flag":["https:\/\/www.sisinternational.com\/wp-content\/uploads\/2025\/10\/AI-Sentiment-1-18x10.jpg",18,10,true]},"uagb_author_info":{"display_name":"Ruth Stanat","author_link":"https:\/\/www.sisinternational.com\/es\/author\/expert\/"},"uagb_comment_info":0,"uagb_excerpt":"AI sentiment market research analysis is a cutting-edge approach that uses AI to analyze consumer emotions and opinions.","_links":{"self":[{"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/pages\/45500","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/comments?post=45500"}],"version-history":[{"count":17,"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/pages\/45500\/revisions"}],"predecessor-version":[{"id":80911,"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/pages\/45500\/revisions\/80911"}],"up":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/pages\/44406"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/media\/71613"}],"wp:attachment":[{"href":"https:\/\/www.sisinternational.com\/es\/wp-json\/wp\/v2\/media?parent=45500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}