{"id":30838,"date":"2022-10-20T10:24:06","date_gmt":"2022-10-20T07:24:06","guid":{"rendered":"https:\/\/vipestudio.com\/?p=30838"},"modified":"2023-05-26T16:06:42","modified_gmt":"2023-05-26T13:06:42","slug":"content-personalization-through-machine-learning-in-wordpress-development","status":"publish","type":"post","link":"https:\/\/vipestudio.com\/en\/content-personalization-through-machine-learning-in-wordpress-development\/","title":{"rendered":"Content Personalization Through Machine Learning in WordPress Development"},"content":{"rendered":"<p style=\"text-align: left;\">Content personalization through machine learning is a hot topic not only in WordPress development but in web development in general \u2013 we live in a world where tailored customer experience is definitely a must!<\/p>\n<p style=\"text-align: left;\">Our <a href=\"https:\/\/vipestudio.com\/en\/wordpress-website-development\/\">WordPress Agency for Development<\/a> has always been keen on staying on the right track whenever it comes to improvement, growth and taking a step further in trending topics. And while <strong>content personalization through machine learning<\/strong> may sound like a freshly squeezed development concept, actually it\u2019s been on the web landscape for quite some time now.<\/p>\n<p style=\"text-align: left;\">These days everyone is online \u2013 the customer is the pivotal focal point for every business. If the potential customer spends time online, then this means that every business which thrives for success should also invest in establishing its presence on the web as well.<\/p>\n<p style=\"text-align: left;\">But let us remind you that if years ago all it took for a company to reach success was to simply exist online, nowadays the matter has reached a bit more complicated status. Today a business needs to focus not only on the customer in terms of page visits and clicks but to have in mind their needs, interests, desires, goals, potential purchases and issues. The main goal? To offer <strong>specifically tailored and customized experience<\/strong>, of course.<\/p>\n<p style=\"text-align: left;\">Join our WordPress Agency for Development in today\u2019s article, where we\u2019ll explain the concepts behind customers\u2019 intent, the importance of customized content and the craft behind machine learning \u2013 the very next step in customer experience every business should consider!<\/p>\n<h2 style=\"text-align: left;\">Proper Recommendations = Happy Customers<\/h2>\n<p style=\"text-align: left;\">We\u2019ve already mentioned that the majority of people spend a huge chunk of their time online. Essentially, this can easily explain everyone\u2019s elevated expectations \u2013 every customer would want their time spent online to be meaningful, useful, pleasant and in accordance with their needs, desires, interests and issues if any.<\/p>\n<p style=\"text-align: left;\">Soon after everybody\u2019s exodus to the online world, businesses realized it was not enough to just offer content, services or products to people without acknowledging any individual characteristics.<\/p>\n<p style=\"text-align: left;\">Let\u2019s say we observe a car service business for a moment. So here we have John \u2013 a potential customer who works as a chef and drives car A. Then we have Meryl \u2013 an aspiring entrepreneur who loves cats and drives car B. They both need additional information on their cars as they land on the website.<\/p>\n<p style=\"text-align: left;\">Now, why would John and Meryl need to see the same content, services or products for all types of car brands when in reality all they want is to read about car A and car B respectively? They both could feel confused and overwhelmed with information that doesn\u2019t specifically concern them \u2013 this could quickly lead to their departure only to miss the very useful content the business has on their specific cars.<\/p>\n<p style=\"text-align: left;\">Our WordPress development agency has another useful example \u2013 let\u2019s take streaming services. Streaming services are big these days with everyone devouring movies and series whenever they have the time. But in reality, what really helps those streaming services to fulfill their customers\u2019 desires and expectations is the fact that they deliver customized and personalized content. So if John has spent an entire weekend watching thrillers, there\u2019s a minor chance the streaming service would recommend an enticing comedy the next time he visits the website\/app.<\/p>\n<p style=\"text-align: left;\">To summarize, businesses nowadays aim at fulfilling customers\u2019 needs, wants and expectations. To achieve this, they all need to <strong>focus on tailored and personalized experiences<\/strong>. But before we step right into the world of content personalization through machine learning, let\u2019s first explore how personalization has changed throughout the years and how it ended up where it is today.<\/p>\n<p><img decoding=\"async\" class=\" wp-image-30844 aligncenter\" src=\"https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-300x200.png\" alt=\"\" width=\"470\" height=\"313\" srcset=\"https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-300x200.png 300w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-1024x683.png 1024w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-768x512.png 768w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-1536x1024.png 1536w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-2048x1365.png 2048w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-615x410.png 615w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-572x381.png 572w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/20945282-ai-261x174.png 261w\" sizes=\"(max-width: 470px) 100vw, 470px\" \/><\/p>\n<h2 style=\"text-align: left;\">How Did Personalization Develop in the World of the Web?<\/h2>\n<p style=\"text-align: left;\">Join our WordPress development agency as we are about to highlight the most important aspects of personalization throughout the years.<\/p>\n<h3 style=\"text-align: left;\">No Personalization at All vs. People-Driven Customization<\/h3>\n<p style=\"text-align: left;\">Of course, at the very early stages of web development, we couldn\u2019t speak about personalization at all. Back in the day, everything online was generic and not tailored to anyone\u2019s specific needs. There were no details pointing to customization of any sort.<\/p>\n<p style=\"text-align: left;\">Up until a few years later when companies began to hire people in order to further scale their business through customization. Think sales teams and customer support \u2013 their job was to communicate with customers via surveys and questionnaires in order to investigate their intent, interests, wants and needs.<br \/>\nOf course, with time, businesses quickly realized that this approach is perhaps not their best option: It took time, it was costly (hiring people specifically for this job was quite expensive for companies) and it was in contrast with the customers\u2019 preferred digital experiences.<\/p>\n<p style=\"text-align: left;\">So that\u2019s how <strong>Machine Learning<\/strong> entered the picture.<\/p>\n<h3 style=\"text-align: left;\">Machine Learning in the Context of Personalization<\/h3>\n<p style=\"text-align: left;\">Web developers quickly realized that they needed software solutions that would provide quicker, more flexible and more accurate personalization without much human interference.<\/p>\n<p style=\"text-align: left;\">So <a href=\"https:\/\/www.spiceworks.com\/tech\/artificial-intelligence\/articles\/what-is-ml\/\" target=\"_blank\" rel=\"nofollow noopener\">Machine Learning<\/a> was invented \u2013 <strong>an AI subtype of software that through the usage of algorithms manages to collect, store and investigate data out of customers\u2019 behavior and then come up with personalized content and recommendations<\/strong>. Let\u2019s take a closer look at some examples:<\/p>\n<ul>\n<li style=\"text-align: left;\">Whenever you see <strong>your name in an email marketing campaign<\/strong>, that\u2019s personalized content adding to the feeling of accuracy, individuality and customization;<\/li>\n<li style=\"text-align: left;\"><strong>Participating in customers segments<\/strong> is Machine Learning\u2019s way of combining people under the umbrella of the same interests, needs, desires or issues, making it easier for them to receive tailored and customized content and\/or offers;<\/li>\n<li style=\"text-align: left;\">Whenever a customer browses through an <a href=\"https:\/\/vipestudio.com\/en\/woocommerce-development\/\">online store<\/a> and clicks on products from a specific category, Machine Learning selects <strong>additional recommendations<\/strong> based on that behavior;<\/li>\n<li style=\"text-align: left;\">Are you perplexed with how streaming services always manage to <strong>recommend top-notch content<\/strong> to your liking? It\u2019s through Machine Learning;<\/li>\n<li style=\"text-align: left;\"><strong>Storing data from your geolocation<\/strong> allows Machine Learning to provide better recommendations based on exactly where you are at any given moment;<\/li>\n<li style=\"text-align: left;\">Let\u2019s take a moment to revisit John and Meryl again \u2013 if the Machine Learning software asks them about their car brand, <strong>the software can further tailor and customize the website\u2019s entire content<\/strong> in accordance with their preferences;<\/li>\n<li style=\"text-align: left;\">Your <strong>past user experience<\/strong> can teach the ML software about your preferences and fields of interest and that way you can always get tailored content that\u2019s unique to your liking;<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\" wp-image-30846 aligncenter\" src=\"https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-300x300.png\" alt=\"\" width=\"384\" height=\"384\" srcset=\"https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-300x300.png 300w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-1024x1024.png 1024w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-150x150.png 150w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-768x768.png 768w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-1536x1536.png 1536w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-2048x2048.png 2048w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-410x410.png 410w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-381x381.png 381w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-174x174.png 174w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-08-ai-75x75.png 75w\" sizes=\"(max-width: 384px) 100vw, 384px\" \/><\/p>\n<h2 style=\"text-align: left;\">Content Personalization Through Machine Learning Is Key When It Comes to Customer Engagement<\/h2>\n<p style=\"text-align: left;\">In today\u2019s ever-dynamic business world, competition is everywhere. There are so many businesses in the same niche that take off \u2013 so, essentially, enterprises need to scale their products and services in a way that manages to successfully engage their potential customers.<\/p>\n<p style=\"text-align: left;\">So what can be done in order to enhance customer engagement? Tailoring the content to their specific needs, of course!<\/p>\n<p style=\"text-align: left;\">What content personalization through machine learning does is <strong>it enhances the content\u2019s performance in a way that then further enhances the business\u2019s scalability and development<\/strong>.<\/p>\n<h3 style=\"text-align: left;\">Content Is Incredibly Important for a Business<\/h3>\n<p style=\"text-align: left;\"><a href=\"https:\/\/vipestudio.com\/en\/wp-development\/\">Our WordPress Development agency<\/a> strongly believes in the power of valuable content. Be it articles, landing pages, product descriptions, FAQs, you name it \u2013 a business\u2019s content is what truly represents its core values, mission and enterprise statement. In addition to all that, valuable content has the power to inform and showcase \u2013 customers are all in for gaining as much perspective as possible.<\/p>\n<p style=\"text-align: left;\"><strong>The most successful businesses are the ones that deliver incredibly formative and valuable content<\/strong>. A possible issue would be whether this valuable content would get to the right audience. Each customer lands on a website with their specific questions in mind, needs or desires to further educate themselves on a specific matter. So it\u2019s only logical to assume that when the customers receive tailored content in accordance with their specific needs, their engagement with the business in question would be much stronger.<\/p>\n<p style=\"text-align: left;\">Based on the customers\u2019 behavior and web search intent, the <strong>Machine Learning software can indeed collect a whole bunch of personalized data that can shape the content each individual would interact with<\/strong>. Let our WordPress Agency for Development showcase some examples of personalized data:<\/p>\n<ul>\n<li style=\"text-align: left;\"><strong>Age, gender and location<\/strong> \u2013 by collecting data of this sort, the AI can specifically tailor the content so that it\u2019s the most relevant to whoever is browsing the business\u2019s website;<\/li>\n<li style=\"text-align: left;\"><strong>Occupation and other professional interests<\/strong> \u2013 people often need information about their professional aspirations so tailored content that serves those needs can potentially bring a whole lot of customers;<\/li>\n<li style=\"text-align: left;\"><strong>Engagement with other businesses<\/strong> in a specific niche via email or web browsing;<\/li>\n<li style=\"text-align: left;\"><strong>Past and present purchases<\/strong>, as well as browsing through specific products or services;<\/li>\n<li style=\"text-align: left;\"><strong>Hobbies<\/strong> \u2013 if you own a business in the hobby department, then surely Machine Learning can showcase potential customers who share the same passion;<\/li>\n<\/ul>\n<p style=\"text-align: left;\">Furthermore, let\u2019s mention that <strong>people highly value personalized experiences<\/strong>. So whenever a specific business succeeds at offering customized content, it\u2019s far more likely to earn a long-term and committed customer just because they received an individual approach and service.<\/p>\n<h3 style=\"text-align: left;\">With Time, Machine Learning Becomes Better at Guessing a Customer\u2019s Needs and Interests<\/h3>\n<p style=\"text-align: left;\">Up until now perhaps our readers have managed to understand why Machine Learning as an AI software subtype is the better option in comparison to manual data collection.<\/p>\n<p style=\"text-align: left;\">But there are even more advantages to using Machine Learning: With time, <strong>the more Machine Learning collects and investigates data, the more precise and tailored the offered content is!<\/strong><\/p>\n<p style=\"text-align: left;\">Think about voice and virtual assistants \u2013 the software successfully educates itself the more it interacts with customers. It\u2019s practically the same with content personalization through machine learning \u2013 the more data the software collects and stores for a customer, the easier it will be to deliver even more personalized content.<\/p>\n<p><img decoding=\"async\" class=\" wp-image-30848 aligncenter\" src=\"https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-300x300.png\" alt=\"\" width=\"385\" height=\"385\" srcset=\"https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-300x300.png 300w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-1024x1024.png 1024w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-150x150.png 150w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-768x768.png 768w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-1536x1536.png 1536w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-2048x2048.png 2048w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-410x410.png 410w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-381x381.png 381w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-174x174.png 174w, https:\/\/vipestudio.com\/wp-content\/uploads\/2022\/10\/Wavy_Tech-20_Single-04-ai-75x75.png 75w\" sizes=\"(max-width: 385px) 100vw, 385px\" \/><\/p>\n<h2 style=\"text-align: left;\">Content Personalization Through Machine Learning Should Definitely Be Each Business\u2019s Top Priority<\/h2>\n<p style=\"text-align: left;\">Having valuable content is what every business should aim at! Our WordPress agency for development strongly believes in the future development of AI and Machine Learning as the main source of personalized content that serves anyone\u2019s needs.<\/p>\n<p style=\"text-align: left;\">Having a successful business definitely connects with progress and being open to implementing new strategies and software. AI has certainly been taking off in the past years and we have no reason whatsoever to assume that this tendency will end any time soon. Quite on the contrary \u2013 in fact, we believe AI and machine learning are just stepping into the world of the web, so who knows what further enhancements and improvements we\u2019ll witness in the following years.<\/p>\n<p style=\"text-align: left;\">Stay tuned so you won\u2019t miss a single update \u2013 and meanwhile, tailor your business\u2019s customization to a point when it will serve every customer\u2019s intent or desire.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Content personalization through machine learning is a hot topic not [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":35451,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[113],"tags":[2468,2420,2467,560],"class_list":["post-30838","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-website-wordpress-development","tag-content-personalization","tag-customer-experience","tag-machine-learning","tag-website-wordpress-development"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/posts\/30838","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/comments?post=30838"}],"version-history":[{"count":4,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/posts\/30838\/revisions"}],"predecessor-version":[{"id":30843,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/posts\/30838\/revisions\/30843"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/media\/35451"}],"wp:attachment":[{"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/media?parent=30838"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/categories?post=30838"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vipestudio.com\/en\/wp-json\/wp\/v2\/tags?post=30838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}