{"id":530530647,"date":"2024-08-14T11:00:11","date_gmt":"2024-08-14T15:00:11","guid":{"rendered":"https:\/\/contently.com\/?p=530530647"},"modified":"2024-08-19T11:43:17","modified_gmt":"2024-08-19T15:43:17","slug":"natural-language-processing-and-seo-content-strategy","status":"publish","type":"post","link":"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/","title":{"rendered":"NLP SEO: What Is Natural Language Processing and Why It Matters for SEO"},"content":{"rendered":"<p>As a content marketer, your job is to create engaging pieces that organically connect with readers (or listeners, or viewers&#8230; you get the gist).<\/p>\n<p>This means you need to be intentional and attract the\u00a0<em data-redactor-tag=\"em\">right<\/em>\u00a0traffic to your website\u2014and to do that, you have to create content that actually shows up on search engine results pages (SERPs). But this is becoming more challenging today, with the rise of AI-powered search and zero-click results. The SEO landscape is undergoing a\u00a0<a href=\"https:\/\/contently.com\/2024\/07\/23\/ai-search-summaries-will-change-the-future-of-content-strategy\/\" target=\"_blank\" rel=\"noopener\">seismic shift<\/a>, and it&#8217;s an adapt-or-die moment for many content creators.<\/p>\n<p>To stay ahead of the curve, it helps to know a bit about the technology underpinning these latest developments, such as NLP SEO. Below, we explore the nuances of <a href=\"https:\/\/www.contentbot.ai\/blog\/news\/natural-language-processing-nlp-what-is-it-and-how-is-it-transforming-content-marketing\/\" target=\"_blank\" rel=\"noopener\">natural language processing (NLP)<\/a>\u2014one of the core technologies driving the evolution of search engines and content discovery\u2014and how NLP and SEO work together.<\/p>\n<h2>What is Natural Language Processing? Let&#8217;s Review the Basics<\/h2>\n<p>NLP is a branch of artificial intelligence that converts written and spoken words (&#8220;unstructured data&#8221;) into structured material a machine can interpret. NLP platforms analyze massive volumes of words and phrases to find meaning, patterns, and context. NLP is more prevalent than you might realize\u2014Alexa, Siri, and Google voice assistants all leverage it.<\/p>\n<p>NLP is also one of the core technologies used in large language models (LLMs) like ChatGPT\u2014though it&#8217;s just one part of the sophisticated algorithms that make up these multimodal foundation models. (&#8220;Multimodal&#8221; meaning they process more than just text; the latest iterations of today&#8217;s popular LLMs also understand and generate video, voice, and images.)<\/p>\n<p>As NLP evolves and becomes more sophisticated, experts\u00a0<a href=\"https:\/\/www.globenewswire.com\/news-release\/2024\/02\/20\/2831574\/0\/en\/Natural-Language-Processing-Market-to-Reach-USD-453-3-Bn-by-2032-Amid-Growing-Research-on-NLP-Applications-in-Healthcare-Finance-and-Customer-Service.html#:~:text=The%20Natural%20Language%20Processing%20(NLP)%20market%20was%20valued%20at%20USD,a%20remarkable%20CAGR%20of%2033.1%25\">predict<\/a> the market will reach $453.3 billion by 2032.<\/p>\n<h2>What Is NLP in SEO, and How Does It Drive Google Search Algorithms?<\/h2>\n<p>NLP is also a component of\u00a0<a href=\"https:\/\/gemini.google.com\/\">Gemini<\/a>, the umbrella name for Google&#8217;s family of AI models. Gemini leverages NLP to enhance its understanding and generation of human language. By integrating NLP, Google aims to provide more accurate and contextually relevant search results, support complex conversational interactions, and improve user experiences across its various suite of services.<\/p>\n<p>More generally, a few ways NLP impacts search include:<\/p>\n<ul>\n<li><b data-redactor-tag=\"b\">Semantic understanding<\/b><strong data-redactor-tag=\"strong\">:<\/strong> NLP helps search engines comprehend the meaning <i data-redactor-tag=\"i\">behind<\/i>\u00a0words\u2014not just match keywords.<\/li>\n<li><b data-redactor-tag=\"b\">Voice search integration<\/b><strong data-redactor-tag=\"strong\">:<\/strong> As voice-activated search becomes more popular, NLP is crucial for interpreting spoken queries, which are typically more conversational and less formulaic than written language.<\/li>\n<li><b data-redactor-tag=\"b\">Sentiment detection<\/b><strong data-redactor-tag=\"strong\">:<\/strong> NLP can help assess the sentiment of online content, allowing search engines to better evaluate the tone and relevance of a page.<\/li>\n<li><strong data-redactor-tag=\"strong\">Zero-click searches:<\/strong> Advancements in NLP SEO have led to a rise in <a href=\"https:\/\/www.semrush.com\/blog\/zero-click-searches\/\">zero-click searches<\/a>, where users get their answers directly on the search results page without clicking through to a website\u2014a phenomenon we&#8217;re seeing in Google&#8217;s (admittedly imperfect)\u00a0<a href=\"https:\/\/blog.google\/products\/search\/generative-ai-google-search-may-2024\/\">AI Overviews<\/a>.<\/li>\n<\/ul>\n<h2><mark class=\"\" data-mark-id=\"8ee79b2f-357c-4b0c-917f-5daceabe8239\"><\/mark>Building an NLP SEO Strategy<\/h2>\n<p>The roll-out of AI Overviews means that Google now provides direct answers, featured snippets, or knowledge panels in response to user queries. This trend challenges content creators to optimize not just for clicks, but also for visibility in these prominent search features. Some strategies include structuring content to directly answer common questions, using\u00a0<a href=\"https:\/\/www.semrush.com\/blog\/schema-markup\/\">schema markup<\/a>\u00a0to help search engines understand your content, and creating comprehensive, authoritative pieces that search engines are likely to pull information from.<\/p>\n<p>To build an effective SEO strategy that takes NLP into account, consider these seven techniques.<\/p>\n<h3>1. Focus on search intent, not just keywords.<\/h3>\n<p>Google&#8217;s latest algorithm updates mean SEO-optimized content isn&#8217;t just about keywords anymore. It&#8217;s also about\u00a0<a href=\"https:\/\/ahrefs.com\/blog\/search-intent\/\" target=\"_blank\" rel=\"noopener\">search intent<\/a>\u2014the &#8220;why&#8221; behind a user&#8217;s query.<\/p>\n<p>Using NLP, Google\u00a0<a href=\"https:\/\/www.clearvoice.com\/blog\/commercial-informational-navigational-and-transactional-keywords-what-you-need-to-know\/\" target=\"_blank\" rel=\"noopener\">categorizes search queries into four categories<\/a>\u2014navigational, transactional, promotional, and commercial. This information helps Google provide results that meet user expectations.<\/p>\n<h3><\/h3>\n<p><a href=\"https:\/\/www.semrush.com\/blog\/analyze-search-intent-instantly\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5291959\/original\/search_intent.webp?1676066764\" alt=\"Semrush Keyword Intent Mapping image showcasing rows and columns for Keyword Intent (informational, navigational, commercial, and transactional) and also examples, and a row for strategy in an article about NLP &amp; SEO \" width=\"2020\" height=\"2128\" data-verified=\"redactor\" \/><\/a><\/p>\n<p>To get a better sense of\u00a0<a href=\"https:\/\/contently.com\/2023\/02\/14\/search-intent-and-content-optimization\/\" target=\"_blank\" rel=\"noopener\">search intent for a given query<\/a>, you can conduct a Google search for a keyword and see what ranks on Page 1 or appears in the Featured Snippets\/AI Overviews.<\/p>\n<h3>2. Align your SEO strategy with audience research.<\/h3>\n<p>Conduct thorough SEO research before publishing content, and handpick a small set of keyword clusters to focus on. Remember: the goal is to develop comprehensive, focused content that offers value to readers\u2014not simply to cover a trending topic.<\/p>\n<p><a href=\"https:\/\/www.searchenginejournal.com\/keyword-clusters-seo-content-strategy\/399414\/#close\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5291962\/original\/keyword_clusters.jpeg?1676066910\" alt=\"Search Engine Journal Keyword Clusters with Homepage being at the top and pointing to two bubbles: one titled &quot;Interview Scheduling&quot; and the other &quot;Virtual Interviewing&quot; This is for an article about NLP SEO\" width=\"676\" height=\"572\" data-verified=\"redactor\" \/><\/a><\/p>\n<p>You can leverage a range of\u00a0audience research strategies: hosting surveys, scouring customer reviews, using AI sentiment-analysis tools, and conducting customer interviews are all good starting points. Internal subject matter experts at your organization can also be strong sources of insight into your audience and what they want to know.<\/p>\n<h3>3. Display expertise.<\/h3>\n<p>Today, Google can (supposedly) recognize if content simply summarizes what other sites have already published without adding original value. Doing this can negatively impact your rankings.<\/p>\n<p><a href=\"https:\/\/www.brafton.com\/blog\/strategy\/we-have-just-revealed-content-depth-as-a-google-ranking-factor\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5291965\/original\/content-depth-2.png?1676067243\" alt=\"Brafton screenshot for an article about NLP SEO\" width=\"696\" height=\"564\" data-verified=\"redactor\" \/><\/a><\/p>\n<p>Google\u00a0<a href=\"https:\/\/developers.google.com\/search\/docs\/fundamentals\/creating-helpful-content\" target=\"_blank\" rel=\"noopener\">advises content creators<\/a>\u00a0to prioritize content demonstrating a &#8220;depth of knowledge&#8221; and firsthand expertise.<\/p>\n<h3>4. Prioritize quality over quantity with SEO content.<\/h3>\n<p>If a website is creating a ton of low-quality content on different topics, Google may categorize it as &#8220;unhelpful,&#8221; leading to lower rankings.<\/p>\n<p><a href=\"https:\/\/blog.scoop.it\/2016\/03\/17\/why-balance-is-the-key-to-content-marketing-success-quantity-vs-quality\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5291968\/original\/QuantityVsQualityContinuum.png?1676067342\" alt=\"image featuring &quot;Content Quantity vs Content Quality&quot; in an article about NLP SEO\" width=\"1200\" height=\"546\" data-verified=\"redactor\" \/><\/a><\/p>\n<p>To prevent negative rankings, publish content that offers expertise on a targeted, audience-driven list of topics. These days, when it comes to SEO, a do-it-all strategy can actually hurt, rather than help, your organic search rankings.<\/p>\n<h3>5. Don&#8217;t rely on AI alone.<\/h3>\n<p>According to Google, using &#8220;extensive automation&#8221; to produce content on various topics can damage your rankings. On X, <a href=\"https:\/\/www.linkedin.com\/in\/dannysullivan\/\" target=\"_blank\" rel=\"noopener\">Danny Sullivan, Google&#8217;s public search liaison<\/a>, wrote, &#8220;It&#8217;s unlikely some AI content is going to feel written by people without some degree of human review.&#8221;<\/p>\n<p><a href=\"https:\/\/twitter.com\/dannysullivan\/status\/1589681817300656131\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5268380\/original\/Danny_Sullivan_on_Twitter.png?1675267614\" alt=\"This is a screenshot of a tweet from Danny Sullivan on Twitter aka X\" width=\"593\" height=\"673\" data-verified=\"redactor\" \/><\/a><\/p>\n<p>Use AI as a tool to\u00a0<em data-redactor-tag=\"em\">supplement<\/em>\u00a0your efforts. But don&#8217;t depend on it for solo content creation.<\/p>\n<h3>6. Integrate tools into your MarTech stack that influence NLP.<\/h3>\n<p>To build a\u00a0<a href=\"https:\/\/contently.com\/2022\/10\/28\/embrace-martech-stack\/\" target=\"_blank\" rel=\"noopener\">MarTech stack<\/a>\u00a0that effectively leverages NLP and improves your content, use tools and technologies that can feed data to an NLP\u2014like Semrush, Hubspot, and Salesforce, to name a few.<\/p>\n<p><a href=\"https:\/\/monkeylearn.com\/blog\/natural-language-processing-tools\/\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5291973\/original\/Natural-Language-Processing-Tools-Normal.webp?1676067582\" alt=\"this is a screenshot from Monkey Learn used in an article about SEO\" width=\"700\" height=\"342\" data-verified=\"redactor\" \/><\/a><\/p>\n<p>These tools can integrate with NLP tools like Amazon Comprehend, Google Cloud NLP API, and IBM Watson. Other AI-powered tools that integrate GPT-3, like Jasper.ai, can help you create content, but there are certain\u00a0<a href=\"https:\/\/contently.com\/2023\/01\/03\/guidelines-for-responsible-content-creation-with-generative-ai\/\" target=\"_blank\" rel=\"noopener\">ethical guidelines<\/a>\u00a0you should keep in mind, including the\u00a0<a href=\"https:\/\/contently.com\/2023\/01\/17\/best-practices-for-fact-checking-ai-generated-content\/\" target=\"_blank\" rel=\"noopener\">need for thorough fact-checking<\/a>.<\/p>\n<h3>7. Conduct an SEO audit.<\/h3>\n<p>According to Google, any content (regardless of value or quality) that originates from a website with a lot of &#8220;unhelpful&#8221; content overall is less likely to perform well in organic search rankings. Removing unhelpful content from your site can improve the rankings of other content.<\/p>\n<p><a href=\"https:\/\/searchengineland.com\/technical-seo-audit-what-to-look-for-385213\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/s3.amazonaws.com\/external_clips\/attachments\/5291975\/original\/SEO_Audit.png?1676067652\" alt=\"This is an image of an SEO Audit being broken down into the many different facets in an article about NLP SEO.\" width=\"782\" height=\"567\" data-verified=\"redactor\" \/><\/a><\/p>\n<h2>Getting Started with NLP in Content Marketing<\/h2>\n<div>Content marketers have long been vulnerable to the temptations of creating content crammed with keywords that deprioritize true value to the user. But that goes against the goals of content marketing in general\u2014and to be honest, it just won&#8217;t work in the AI era.<\/div>\n<div><\/div>\n<div>To get the most from your SEO strategy, you need to truly understand the needs of your audience and create high-quality content. Meet your intended readers where they are in their journey and offer a unique point-of-view.<\/div>\n<h2>Ask the Content Strategist: FAQs about NLP and SEO<\/h2>\n<p><strong data-redactor-tag=\"strong\">How does NLP affect local SEO and geographically targeted content?<\/strong><\/p>\n<p>NLP can be a game-changer for\u00a0<a href=\"https:\/\/contently.com\/2024\/05\/11\/how-to-craft-an-effective-local-seo-content-strategy\/\" target=\"_blank\" rel=\"noopener\">local SEO<\/a>. It helps search engines better understand location-specific language and context, making it easier to serve relevant local results. This means businesses need to focus on natural, conversational content that includes local landmarks, colloquialisms, and regionally specific information to really nail local SEO.<\/p>\n<p><strong data-redactor-tag=\"strong\">What are the potential privacy concerns or ethical considerations related to the use of advanced NLP in search engines?<\/strong><\/p>\n<p>The big concern with advanced NLP in search is the potential for increased data collection and analysis of user queries. While the technology can lead to better search results, it also raises questions about user privacy and data protection. There&#8217;s also the ethical consideration of potential bias in NLP algorithms, which could unfairly influence search results and the information people see.<\/p>\n<p><strong data-redactor-tag=\"strong\">How can small businesses or websites with limited resources effectively compete in an NLP SEO landscape?<\/strong><\/p>\n<p>Small businesses can still compete in an NLP-driven landscape by focusing on quality over quantity. Create content that genuinely answers your audience&#8217;s questions and showcases your expertise\u2014NLP algorithms love that stuff. Don&#8217;t be afraid to get specific and local; sometimes, a well-optimized niche can outperform bigger competitors with generic content.<\/p>\n<p><i data-redactor-tag=\"i\"><a href=\"https:\/\/contently.us18.list-manage.com\/subscribe?u=12769ecbdae00bb0df8363977&amp;id=b9c4c50ccd\" target=\"_blank\" rel=\"noopener\">Sign up for The Content Strategist newsletter<\/a>\u00a0to stay up-to-date on the latest trends in content marketing like NLP optimization in SEO.<\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>NLP (natural language processing) is a class of AI that has a direct impact on how search engines interpret content in order to deliver better results to the user. Learn more about what NLP is, and how Google is using it. In this article, we dive into innovative techniques that will help you leverage NLP for a better, optimized content strategy.<\/p>\n","protected":false},"author":411,"featured_media":530530648,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9912],"tags":[9874,35003],"class_list":["post-530530647","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-transformation","tag-digital-transformation","tag-natural-language-processing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.8 (Yoast SEO v23.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Natural Language Processing and SEO Content Strategy<\/title>\n<meta name=\"description\" content=\"NLP helps you understand what your readers want. Here are some tips to effectively use NLP SEO to drive impact for your content strategy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NLP SEO: What Is Natural Language Processing and Why It Matters for SEO - Contently\" \/>\n<meta property=\"og:description\" content=\"NLP (natural language processing) is a class of AI that has a direct impact on how search engines interpret content in order to deliver better results to the user. Learn more about what NLP is, and how Google is using it. In this article, we dive into innovative techniques that will help you leverage NLP for a better, optimized content strategy.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/\" \/>\n<meta property=\"og:site_name\" content=\"Contently\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/contently\" \/>\n<meta property=\"article:published_time\" content=\"2024-08-14T15:00:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-08-19T15:43:17+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/contently.com\/wp-content\/uploads\/2023\/02\/google-ranks-hero-100.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1800\" \/>\n\t<meta property=\"og:image:height\" content=\"900\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Stephanie Walden\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"NLP (natural language processing) is a class of AI that has a direct impact on how search engines interpret content in order to deliver better results to the user. 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In this article, we dive into innovative techniques that will help you leverage NLP for a better, optimized content strategy.\" \/>\n<meta name=\"twitter:creator\" content=\"@contently\" \/>\n<meta name=\"twitter:site\" content=\"@contently\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Stephanie Walden\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/\"},\"author\":{\"name\":\"Stephanie Walden\",\"@id\":\"https:\/\/contently.com\/#\/schema\/person\/876450c731f9ead0aa1cecbf566c1d18\"},\"headline\":\"NLP SEO: What Is Natural Language Processing and Why It Matters for SEO\",\"datePublished\":\"2024-08-14T15:00:11+00:00\",\"dateModified\":\"2024-08-19T15:43:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/\"},\"wordCount\":1398,\"publisher\":{\"@id\":\"https:\/\/contently.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/contently.com\/wp-content\/uploads\/2023\/02\/google-ranks-hero-100.jpg\",\"keywords\":[\"digital transformation\",\"natural language processing\"],\"articleSection\":[\"Digital Transformation\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/\",\"url\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/\",\"name\":\"Natural Language Processing and SEO Content Strategy\",\"isPartOf\":{\"@id\":\"https:\/\/contently.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/contently.com\/2024\/08\/14\/natural-language-processing-and-seo-content-strategy\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/contently.com\/wp-content\/uploads\/2023\/02\/google-ranks-hero-100.jpg\",\"datePublished\":\"2024-08-14T15:00:11+00:00\",\"dateModified\":\"2024-08-19T15:43:17+00:00\",\"description\":\"NLP helps you understand what your readers want. 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