{"id":2762,"date":"2023-09-21T17:30:51","date_gmt":"2023-09-21T17:30:51","guid":{"rendered":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/?p=2762"},"modified":"2024-01-25T13:29:45","modified_gmt":"2024-01-25T13:29:45","slug":"artificial-intelligence-for-marketing-management","status":"publish","type":"post","link":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/artificial-intelligence-for-marketing-management\/","title":{"rendered":"Artificial Intelligence for Marketing Management 1st Edition Park"},"content":{"rendered":"<p><h1>Artificial Intelligence In Marketing<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"306px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>Development of AI-powered tools for market research and customer insights, such as Microsoft Power BI and Microsoft Customer Insights. Expansion of its AI-powered advertising platform to new markets, both domestically and internationally. The goal of Microsoft&#8217;s AI strategy in the marketing market is to provide brands and businesses with powerful, data-driven insights to improve their marketing and advertising efforts, increase customer engagement and drive growth. The AI-for-social-good perspective in marketing opens up various research opportunities (see Fig.&nbsp;3). Second, safeguards along the entire data lifecycle as well as for AI development and deployment to minimize the risk of biased data and AI predictions and treatments should be investigated.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"306px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>Targeting is choosing the right segment(s) on which to focus the firm\u2019s marketing actions. Slicing the market is more mechanical and can be done automatically by mechanical AI, given the relevant data. However, choosing the right segment requires domain knowledge, judgement, and intuition. The representative AI for this decision is recommendation engines that can recommend various potential targets for marketing managers\u2019 final verdict, and predictive modeling that can be used to choose which segment to target.<\/p>\n<\/p>\n<p><h2>AI IN MARKETING ANALYTICS<\/h2>\n<\/p>\n<p><p>Direct response is a type of marketing designed to elicit an instant response by encouraging prospects to take a specific action. A buyer&#8217;s journey spans through many devices and touchpoints before resulting in a conversion. Marketing intelligence can mean a lot of things and with so many platforms, data, and technologies available these days, the term is thrown around&#8230;<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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width=\"306px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>If the data provided is biased or incomplete, that can cause the results to be inaccurate which in turn would make the marketing strategies flawed. In fact, a study by Salesforce found that almost 90% of customers said that the experience a company provides is just as important as its products or services. Receiving product recommendations just for you from an online retailer based on your previous purchases or browsing history is a common example of AI marketing. Apart from that, AI is also used to optimise search results, enable visual and voice searches, and create dynamic content that changes based on the viewer.<\/p>\n<\/p>\n<p><h2>Personalized Digital Content Curation<\/h2>\n<\/p>\n<p><p>If you don\u2019t have an in-house tech team with a background in this field, setting up and running an AI marketing campaign can be even harder. However, there is a lot to learn, especially when adding it to your marketing plan. When you improve your campaign, you can perform better than your competitors who aren\u2019t using AI marketing. They will take longer to identify problems, which gives you a competitive advantage over them. You  can see what parts of your campaign need adjusting so you can better reach and convert your audience.<\/p>\n<\/p>\n<p><p>With the increasing volume of unstructured text data being generated every day, NLP is expected to continue growing and playing a crucial role in the development of AI. A top-tier AI tool for marketing, Mentionlytics scours the web and social media to provide you with real-time, valuable insights about your brand\u2019s online presence. Some companies overcome the challenge of scaling up their content production and distribution, but without achieving good ROI.<\/p>\n<\/p>\n<p><p>We measure true omni-channel responses at a granular level to provide a full picture of the customer experience and the channels that are generating the highest ROI. &#8220;Accenture helped us drive innovations at speed and at scale so we can present Changi <a href=\"https:\/\/www.metadialog.com\/blog\/ai-in-marketing\/\">customers with<\/a> personalized, stress-free and positively surprising experiences.&#8221; With AI on hand to take on many of marketers\u2019 most tedious tasks, that frees overworked team members up to act more nimbly and spend time driving strategy to get more done faster than ever.<\/p>\n<\/p>\n<ul>\n<li>Building on the literature on AI ethics, the authors systematically scrutinize the ethical challenges of deploying AI in marketing from a multi-stakeholder perspective.<\/li>\n<li>Most applications of AI still require people to set the parameters to guide their learning and provide governance.<\/li>\n<li>The last column of Table 4 illustrates one example research question for each element.<\/li>\n<li>AI is becoming more popular in marketing, culminating in the ability to make better strategic marketing decisions.<\/li>\n<\/ul>\n<p><p>This is particularly beneficial for businesses aiming to scale their content output without compromising quality. By having AI  analyze data of past events, it can reasonably and accurately infer how performance will look in the future based on a variety of factors. More importantly, analyzing what users like most can be useful when looking to suggest products to them. The 2017 Real-Time Personalization Survey by Evergage notes that 33% of marketers surveyed use AI to deliver personalized web experiences. When asked about the benefits of AI-powered personalization, 63% of respondents mentioned increased conversion rates and 61% noted improved customer experiences.<\/p>\n<\/p>\n<p><p>One of the biggest challenges facing AI marketing solutions is the use of customer data for training and implementation purposes without violating privacy laws. Throughout the  organizations must find ways to maintain their customers\u2019 security and privacy or face heavy fines. At many firms, the marketing function is rapidly embracing artificial intelligence. But in order to fully realize the technology\u2019s enormous potential, chief marketing officers must understand the various types of applications\u2014and how they might evolve.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.metadialog.com\/\"><\/p>\n<figure><img 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' alt='https:\/\/www.metadialog.com\/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='402px'\/><\/figure>\n<p><\/a><\/p>\n<p><p>Read more about <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> here.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence In Marketing Development of AI-powered tools for market research and customer insights, such as Microsoft Power BI and Microsoft Customer Insights. Expansion of its AI-powered advertising platform to new markets, both domestically and internationally. The goal of Microsoft&#8217;s AI strategy in the marketing market is to provide brands and businesses with powerful, data-driven <a href=\"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/artificial-intelligence-for-marketing-management\/\" class=\"more-link\">&#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[68],"tags":[],"_links":{"self":[{"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/posts\/2762"}],"collection":[{"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/comments?post=2762"}],"version-history":[{"count":1,"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/posts\/2762\/revisions"}],"predecessor-version":[{"id":2763,"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/posts\/2762\/revisions\/2763"}],"wp:attachment":[{"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/media?parent=2762"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/categories?post=2762"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/estate.walshlaw.nfweb.ca\/estateplanning\/wp-json\/wp\/v2\/tags?post=2762"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}