{"id":654877,"date":"2025-02-27T08:00:32","date_gmt":"2025-02-27T05:00:32","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/"},"modified":"2025-02-27T08:00:32","modified_gmt":"2025-02-27T05:00:32","slug":"when-and-how-to-use-knowledge-graphs-and-entities-for-seo","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/","title":{"rendered":"#When and how to use knowledge graphs and entities for SEO"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_84 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6a2719b55c65a\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6a2719b55c65a\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Learn_when_using_entity-based_SEO_strategies_can_give_you_an_edge_%E2%80%93_and_how_to_implement_them_without_wasting_effort\" >Learn when using entity-based SEO strategies can give you an edge \u2013 and how to implement them without wasting effort.<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#How_to_leverage_entities_and_the_knowledge_graph_for_SEO\" >How to leverage entities and the knowledge graph for SEO\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#The_SEO_impact_of_entity-based_strategies\" >The SEO impact of entity-based strategies<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Clarity_is_king\" >Clarity is king\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Search_engines_arent_broadly_experts\" >Search engines aren\u2019t broadly experts<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Expanding_on_the_analogy_Organizing_the_content_for_helpfulness\" >Expanding on the analogy: Organizing the content for helpfulness<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Takeaways\" >Takeaways<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#When_these_strategies_might_not_be_worth_the_effort\" >When these strategies might not be worth the effort<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Where_is_Google_headed\" >Where is Google headed?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#1_Schema_markup_for_external_and_internal_entity_connections_and_disambiguation\" >1. Schema markup for external and internal entity connections and disambiguation<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Connecting_entities_internally_the_right_way\" >Connecting entities internally the right way\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#The_right_way_to_connect_internal_entities_to_external_known_sources\" >The right way to connect internal entities to external known sources\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Enhancing_entity_detection_with_tools\" >Enhancing entity detection with tools<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#Automating_schema_markup\" >Automating schema markup<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#2_Internal_linking_based_on_entities\" >2. Internal linking based on entities<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/buradabiliyorum.com\/en\/when-and-how-to-use-knowledge-graphs-and-entities-for-seo\/#When_knowledge_graphs_and_entities_matter_most\" >When knowledge graphs and entities matter most<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"subhead\" itemprop=\"alternativeHeadline\"><span class=\"ez-toc-section\" id=\"Learn_when_using_entity-based_SEO_strategies_can_give_you_an_edge_%E2%80%93_and_how_to_implement_them_without_wasting_effort\"><\/span>Learn when using entity-based SEO strategies can give you an edge \u2013 and how to implement them without wasting effort.<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<div class=\"bialty-container\">\n<p>If you\u2019re like me, you\u2019ve heard plenty of talk about entity SEO and knowledge graphs over the past year.\u00a0<\/p>\n<p>But when it comes to implementation, it\u2019s not always clear which components are worth the effort.<\/p>\n<p>I\u2019ve struggled to determine when and where entity concepts actually impact SEO, especially when time is limited.<\/p>\n<p>While modern search engines are semantic, traditional tactics like keyword research and link building still work well and often overlap with entity-based strategies.\u00a0<\/p>\n<p>Through trial and error, I\u2019ve learned when these <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>roaches add value and when they\u2019re just unnecessary extra work.<\/p>\n<p>So, for the practical SEO professional who doesn\u2019t have endless time, how can we effectively leverage entities and knowledge graphs? More importantly, how do we justify the investment?<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-how-to-leverage-entities-and-the-knowledge-graph-for-seo-nbsp\"><span class=\"ez-toc-section\" id=\"How_to_leverage_entities_and_the_knowledge_graph_for_SEO\"><\/span>How to leverage entities and the knowledge graph for SEO\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Many companies and websites are successfully using two powerful entity-SEO strategies:<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>Building a knowledge graph for your website<\/strong>\n<ul class=\"wp-block-list\">\n<li>Develop a structured knowledge graph to:\n<ul class=\"wp-block-list\">\n<li>Establish relationships between new entities.<\/li>\n<li>Connect your existing entities to Google\u2019s Knowledge Graph.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>Entity-based internal linking<\/strong>\n<ul class=\"wp-block-list\">\n<li>Instead of relying solely on keywords, use entities as anchor text.\u00a0<\/li>\n<li>This strengthens semantic connections within your site and helps search engines better understand content context.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Before diving into these strategies, let\u2019s explore how they can improve rankings over traditional SEO.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-the-seo-impact-of-entity-based-strategies\"><span class=\"ez-toc-section\" id=\"The_SEO_impact_of_entity-based_strategies\"><\/span>The SEO impact of entity-based strategies<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>All this extra work can lead to ranking improvements, but only when implemented in the right situations, especially on existing websites rather than those built from scratch.<\/p>\n<p>If you\u2019ve read my previous articles, you know I like using analogies to explain the \u201cwhy\u201d behind these concepts.\u00a0<\/p>\n<p>A strong mental model makes it easier to adapt strategies to different challenges and, most importantly, to determine when and where they\u2019re worth deploying.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-clarity-is-king-nbsp\"><span class=\"ez-toc-section\" id=\"Clarity_is_king\"><\/span>Clarity is king\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Imagine you\u2019re evaluating several articles on the SEO changes of 2024. One may stand out, not because it\u2019s flashy, but because it connects new ideas to familiar concepts.\u00a0<\/p>\n<p>This intuitive process mirrors how Google operates. When content aligns with what you already know and then builds on it with clear, relatable explanations, it naturally appears more valuable.<\/p>\n<p>From a knowledge graph perspective, imagine overlaying two graphs. The better they align, the more easily a reader can grasp new concepts \u2013 especially when those new ideas are linked to familiar ones.<\/p>\n<p>Neuro<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a> supports this: our brains naturally form networks of knowledge by linking concepts in hierarchies and relationships.\u00a0<\/p>\n<p>Think about how the Eiffel Tower im<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">media<\/a>tely brings Paris to mind, then France, and even pastries.\u00a0<\/p>\n<p>This is the direction Google is heading \u2013 mimicking the human mind by using interconnected knowledge graphs to understand and rank content.<\/p>\n<p><strong><em>Dig deeper: Entities, topics, keywords: Clarifying core semantic SEO concepts<\/em><\/strong><\/p>\n<h3 class=\"wp-block-heading\" id=\"h-search-engines-aren-t-broadly-experts\"><span class=\"ez-toc-section\" id=\"Search_engines_arent_broadly_experts\"><\/span>Search engines aren\u2019t broadly experts<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Now, imagine you\u2019re reading a highly technical physics paper, a topic you\u2019re unfamiliar with.<\/p>\n<p>Without a strong background, you\u2019d struggle to make sense of complex ideas unless they\u2019re broken down and connected to what you already know.\u00a0<\/p>\n<p>Picture one article that includes a glossary or side notes, seamlessly teaching you new terms by linking them to familiar concepts before using them in context.\u00a0<\/p>\n<p>In such a scenario, even without deep subject-matter expertise, you\u2019d find that article much easier to understand and, consequently, more credible.<\/p>\n<p>This extra layer of education and clarity is precisely why content that bridges new ideas with established knowledge tends to be favored by both human readers and search engines like Google.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-expanding-on-the-analogy-organizing-the-content-for-helpfulness\"><span class=\"ez-toc-section\" id=\"Expanding_on_the_analogy_Organizing_the_content_for_helpfulness\"><\/span>Expanding on the analogy: Organizing the content for helpfulness<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Imagine that, after judging the articles, you\u2019re tasked with organizing them into categories that reflect which prize each one should win.\u00a0<\/p>\n<p>This mirrors how Google indexes content and determines which queries it\u2019s relevant for.\u00a0<\/p>\n<p>Articles that are clearly explained and tied to well-known subjects are easier to categorize and understand, much like content that aligns with recognized entities.\u00a0<\/p>\n<p>As a result, these articles enjoy a wider reach, not just because readers trust them more, but because they can immediately see the connections to what\u2019s relevant to their needs.\u00a0<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-takeaways\"><span class=\"ez-toc-section\" id=\"Takeaways\"><\/span>Takeaways<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Aligning your site with entities offers two key benefits.\u00a0<\/p>\n<ul class=\"wp-block-list\">\n<li>Google can serve your content for more queries by clearly understanding its subject.\u00a0<\/li>\n<li>It tends to favor content that is easy to interpret, often assigning it higher quality scores.<\/li>\n<\/ul>\n<p>These benefits are harder to measure since they don\u2019t appear in clear metrics but function more like qualitative factors \u2013 similar to how humans assess communication clarity.\u00a0<\/p>\n<p>Their impact extends across individual pages and the entire site, influencing overall quality scores.<\/p>\n<p>While their imprecision can frustrate SEOs, applying these principles can significantly improve rankings.\u00a0<\/p>\n<p>Think of it like an essay contest: clarity is crucial to winning, even if it\u2019s just one factor.\u00a0<\/p>\n<p>A judge may favor your essay for its clarity but not explicitly cite it as the deciding reason.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-when-these-strategies-might-not-be-worth-the-effort\"><span class=\"ez-toc-section\" id=\"When_these_strategies_might_not_be_worth_the_effort\"><\/span>When these strategies might not be worth the effort<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>The good <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a> is that tools are available to implement strategies with knowledge graphs and entities.\u00a0<\/p>\n<p>However, while they can certainly help, they aren\u2019t a silver bullet.\u00a0<\/p>\n<p>Just as in our essay competition analogy, an article being clearer doesn\u2019t automatically make it better.\u00a0<\/p>\n<p>Other articles might have more citations, come from more authoritative sources, or offer more meaningful content that resonates with users.<\/p>\n<p>These strategies are most valuable when clarity can give you an edge or a lack of clarity is holding your site back.\u00a0<\/p>\n<p>The benefits won\u2019t be uniform. For some sites, the impact can be huge, while for others it might be minimal.\u00a0<\/p>\n<p>This is where an experienced SEO must assess the most pressing issues and allocate their limited time accordingly.<\/p>\n<p>Here are instances where it\u2019s not worth it:\u00a0<\/p>\n<ul class=\"wp-block-list\">\n<li><strong>Limited content or new sites: <\/strong>Building a comprehensive knowledge graph might be overkill if your website is new or has a small content inventory. The benefits of a detailed semantic structure become more apparent as your content grows.<\/li>\n<li><strong>Niche or straightforward topics: <\/strong>Traditional strategies might suffice for websites focused on very niche or simple topics. If your content is already clear and easily understood by both users and search engines, the incremental gains from advanced schema or entity linking could be minimal.<\/li>\n<li><strong>Resource constraints: <\/strong>These strategies require time, technical expertise, and sometimes financial investment in tools or services. If your team is small or already stretched thin, the return on investment might not justify the additional effort.<\/li>\n<li><strong>Satisfactory existing performance: <\/strong>If your SEO efforts are already driving solid results, you may find that the marginal improvements from these advanced strategies aren\u2019t significant enough to warrant a major overhaul.<\/li>\n<\/ul>\n<p>Think of these approaches as powerful tools in your arsenal and not a magic wand.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-where-is-google-headed\"><span class=\"ez-toc-section\" id=\"Where_is_Google_headed\"><\/span>Where is Google headed?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Imagine that Google could hire experts in every field to determine which articles are the highest quality and best serve user intent.\u00a0<\/p>\n<p>These experts would start by reading each article, meticulously examining their citations, and then assigning an overall quality score.\u00a0<\/p>\n<p>Google\u2019s knowledge graph enables machines to function like these niche experts in many ways.\u00a0<\/p>\n<p>As these systems grow more sophisticated, their evaluations will increasingly mirror, and potentially even surpass, the judgments of human specialists.<\/p>\n<p><strong><em>Dig deeper: Entity-oriented search: The evolution of information retrieval, explained<\/em><\/strong><\/p>\n<p><!-- START INLINE FORM --><\/p>\n<p><!-- END INLINE FORM --><\/p>\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-css-opacity has-cyan-bluish-gray-background-color has-background\">\n<p>Now that we understand the impact of entity SEO strategies, let\u2019s explore how each one actually moves the needle, plus tips and tools to help you implement them.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-1-schema-markup-for-external-and-internal-entity-connections-and-disambiguation\"><span class=\"ez-toc-section\" id=\"1_Schema_markup_for_external_and_internal_entity_connections_and_disambiguation\"><\/span>1. Schema markup for external and internal entity connections and disambiguation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Using schema markup, you can connect entities across your site and link them to external references, creating a knowledge graph of your content\u2019s context for search engines.<\/p>\n<p>By consistently adding markup across your pages, crawlers can see how entities relate, forming a connected graph rather than isolated data points.<\/p>\n<p>It\u2019s important to note that Google evaluates schema markup page-by-page.\u00a0To connect your entities across your site, you must consistently use the <code>@id<\/code> property.\u00a0<\/p>\n<p>(Learn more in this article on <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/momenticmarketing.com\/blog\/id-schema-for-seo-llms-knowledge-graphs\" target=\"_blank\" rel=\"noopener\">ID Schema for SEO, LLMs, and Knowledge Graphs<\/a>.)<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-connecting-entities-internally-the-right-way-nbsp\"><span class=\"ez-toc-section\" id=\"Connecting_entities_internally_the_right_way\"><\/span>Connecting entities internally the right way\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>In this example, each schema is independent, with no explicit connection between related entities.\u00a0<\/p>\n<p>As a result, search engines may struggle to understand how these pieces of data relate.<\/p>\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open>\n<summary>JavaScript<\/summary>\n<pre class=\"wp-block-code\"><code>{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Organization\",\n  \"name\": \"Example Marketing\",\n  \"url\": \"https:\/\/example.com\"\n}\n\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Person\",\n  \"name\": \"John Doe\",\n  \"jobTitle\": \"CEO\",\n  \"worksFor\": {\n    \"name\": \"Example Marketing\"\n  }\n}\n<\/code><\/pre>\n<\/details>\n<p>By using the <code>@id<\/code> property as shown below, you explicitly link the CEO to the organization.\u00a0<\/p>\n<p>This connection creates a unified knowledge graph that clearly shows the relationship between the entities.<\/p>\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open>\n<summary>JavaScript<\/summary>\n<pre class=\"wp-block-code\"><code>{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Organization\",\n  \"@id\": \"https:\/\/example.com\/#organization\",\n  \"name\": \"Example Marketing\",\n  \"url\": \"https:\/\/example.com\"\n}\n\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Person\",\n  \"name\": \"John Doe\",\n  \"jobTitle\": \"CEO\",\n  \"worksFor\": {\n    \"@id\": \"https:\/\/example.com\/#organization\"\n  }\n}\n<\/code><\/pre>\n<\/details>\n<p>Now, search engines understand that \u201cJohn Doe\u201d is the CEO of \u201cExample Marketing\u201d because the <code>@id<\/code> reference directly links the two entities.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-the-right-way-to-connect-internal-entities-to-external-known-sources-nbsp\"><span class=\"ez-toc-section\" id=\"The_right_way_to_connect_internal_entities_to_external_known_sources\"><\/span>The right way to connect internal entities to external known sources\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Enhance your site\u2019s clarity by linking entities to trusted sources like Wikidata or Wikipedia, which are part of Google\u2019s Knowledge Graph.<\/p>\n<p>This adds context for search engines and validates your content\u2019s authenticity and relevance.<\/p>\n<p>For example, you can use the <code>sameAs<\/code> property in your schema markup to link an entity on your site to its corresponding external reference. Consider the following code snippet:<\/p>\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\" open>\n<summary>JavaScript<\/summary>\n<pre class=\"wp-block-code\"><code>{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"Person\",\n  \"name\": \"John Doe\",\n  \"jobTitle\": \"CEO\",\n  \"worksFor\": {\n    \"@id\": \"https:\/\/example.com\/#organization\"\n  },\n  \"sameAs\": [\n    \"https:\/\/www.wikidata.org\/wiki\/Q42\",\n    \"https:\/\/en.wikipedia.org\/wiki\/John_Doe\"\n  ]\n}\n<\/code><\/pre>\n<\/details>\n<p>In this example, the <code>sameAs<\/code> property connects \u201cJohn Doe\u201d on your site to external sources like Wikidata and Wikipedia.\u00a0<\/p>\n<p>(<strong>Note<\/strong>: These links are placeholders. Make sure to reference actual, existing pages from both databases.)<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-enhancing-entity-detection-with-tools\"><span class=\"ez-toc-section\" id=\"Enhancing_entity_detection_with_tools\"><\/span>Enhancing entity detection with tools<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Tools like TextRazor can help you identify key entities on your pages by analyzing the content and providing a list of entities and their relative importance.\u00a0<\/p>\n<p>This insight lets you strategically choose which entities to mark up and connect to external references, ensuring your content is as clear and informative as possible.<\/p>\n<p>TextRazor can analyze your content, identify the most important entities on your page, and provide a confidence score for how accurately it maps them to existing entities.)<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"940\" height=\"923\" alt=\"TextRazor\" class=\"wp-image-452600\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score.png.webp 940w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-344x338.png.webp 344w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-611x600.png.webp 611w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-115x113.png.webp 115w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-768x754.png.webp 768w\" data-lazy-sizes=\"(max-width: 940px) 100vw, 940px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score.png.webp\"><img fetchpriority=\"high\" decoding=\"async\" width=\"940\" height=\"923\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score.png.webp\" alt=\"TextRazor\" class=\"wp-image-452600\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score.png.webp 940w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-344x338.png.webp 344w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-611x600.png.webp 611w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-115x113.png.webp 115w,https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/TextRazor-confidence-score-768x754.png.webp 768w\" sizes=\"(max-width: 940px) 100vw, 940px\"><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-automating-schema-markup\"><span class=\"ez-toc-section\" id=\"Automating_schema_markup\"><\/span>Automating schema markup<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>If you prefer automation, WordLift can automatically generate the necessary sameAs markup for your pages using advanced natural language processing (NLP) techniques.\u00a0<\/p>\n<p>Alternatively, you can use tools like Screaming Frog in conjunction with JavaScript to <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.screamingfrog.co.uk\/generate-json-ld-schema-at-scale\/\" target=\"_blank\" rel=\"noopener\">generate JSON-LD schema at scale<\/a>.<\/p>\n<p>Connecting your site\u2019s entities to external references and leveraging automation tools creates a comprehensive, crawlable knowledge graph that enhances your website\u2019s SEO and overall clarity.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-2-internal-linking-based-on-entities\"><span class=\"ez-toc-section\" id=\"2_Internal_linking_based_on_entities\"><\/span>2. Internal linking based on entities<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Clarifying the relationships between your pages through internal linking is also crucial.\u00a0<\/p>\n<p>When you link a page to a broader entity, you\u2019re effectively signaling to search engines that the content is part of an interconnected network.\u00a0<\/p>\n<p>This improves clarity and increases the likelihood that your page will rank for a wider range of queries.<\/p>\n<p>Tools like InLinks<strong> <\/strong>can automate this process. Still, there\u2019s a lot to gain from a manual approach especially when creating hub-and-spoke content relationships.\u00a0<\/p>\n<p>For example, you might:<\/p>\n<ul class=\"wp-block-list\">\n<li>Use Wikidata or TextRazor to identify key entities on a page.\u00a0<\/li>\n<li>Select one primary entity representing that page and use it as a natural anchor for internal linking across your site.\u00a0<\/li>\n<\/ul>\n<p>This targeted approach reinforces your content\u2019s contextual relevance and helps search engines better understand how your pages interrelate.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-when-knowledge-graphs-and-entities-matter-most\"><span class=\"ez-toc-section\" id=\"When_knowledge_graphs_and_entities_matter_most\"><\/span>When knowledge graphs and entities matter most<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Entity SEO can take many forms, but these two strategies \u2013 schema markup and entity-based internal linking \u2013 are among the most effective and increasingly popular.\u00a0<\/p>\n<p>They help search engines better understand and rank your content by clarifying its structure and relevance.<\/p>\n<p>However, these strategies aren\u2019t universally necessary. Their impact depends on factors like content volume, topic complexity, and available resources.\u00a0<\/p>\n<p>For some sites, they can be transformative, especially when clarity is a weak point. For others, traditional SEO methods may still yield the best results.<\/p>\n<p>Rather than viewing entity SEO as a silver bullet, treat it as a strategic tool.\u00a0<\/p>\n<p>When combined with proven SEO practices, it can help build a stronger, more semantically rich website that thrives in an evolving search landscape.<\/p>\n<\/div>\n<p><\/p>\n<div class=\"about-author\">\n<p>About the author<\/p>\n<div class=\"information\">\n<div class=\"author-module\">\n<div class=\"row\">\n<div class=\"col-12 col-lg-3 text-center\">\n<div class=\"avatar\">\n\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" class=\"img-fluid rounded-circle avatar-border\" alt=\"Paul DeMott\" width=\"140\" height=\"140\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2023\/08\/Paul-DeMott.jpeg.webp\"><img loading=\"lazy\" decoding=\"async\" class=\"img-fluid rounded-circle avatar-border\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2023\/08\/Paul-DeMott.jpeg.webp\" alt=\"Paul DeMott\" width=\"140\" height=\"140\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<div class=\"col-12 col-lg-9\">\n<div class=\"about\">\n<div class=\"name\">\n\t\t\t\t\t\t\t<strong>Paul DeMott<\/strong>\n\t\t\t\t\t\t<\/div>\n<div class=\"row g-2 pt-2\">\n<div class=\"col-auto twitter\">\n\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/twitter.com\/intent\/follow?original_referer=https%3A%2F%2Fsearchengineland.com%2F&amp;region=follow_link&amp;screen_name=Demott_Paul&amp;tw_p=followbutton&amp;variant=2.0\" rel=\"me\" target=\"_blank\" aria-label=\"opens in a new tab\"><i class=\"fab fa-x-twitter\"><\/i><\/a>\n\t\t\t\t\t\t\t<\/div>\n<div class=\"col-auto\">\n\t\t\t\t\t\t\t\t\t<a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/paul-demott\/\" target=\"_blank\" aria-label=\"opens in a new tab\"><i class=\"fab fa-linkedin\"><\/i><\/a>\n\t\t\t\t\t\t\t\t<\/div>\n<\/p><\/div>\n<p>\t\t\t\t\t\tPaul DeMott, a serial tech innovator and the founder of the Helium brand line, including Helium SEO, Helium Interactive, and Venture Automotive, currently holds the position of Chief <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">Technology<\/a> Officer at <a rel=\"nofollow\" target=\"_blank\" href=\"https:\/\/helium-seo.com\/\">Helium SEO<\/a>. Paul is a software developer that has made significant contributions to the development<br \/>\nof SEO and paid search technologies, including the creation of Saas tools NobleSEO.io, H1seo.io and MobileAdMonitor LLC. With a background in using programming, Natural Language Processing (NLP) and data science, he has constructed tools designed to enhance SEO strategies, providing a competitive edge to practitioners. Helium SEO is a technology-forward digital marketing agency that is driven by data and maximizes the use of AI and Machine Learning to deliver excellent SEO outcomes for both mid-sized businesses and large enterprises. Helium SEO boasts a team of over 50 professionals spread across 15 states with its headquarters in Cincinnati, OH. The company&#8217;s impressive growth and performance have earned it significant accolades: It has been recently recognized as the 5th fastest growing company and the 10th largest Marketing and Advertising Agency in Cincinnati, in addition to earning the #679 spot on the Inc 5000 list of rapidly expanding firms.\t\t\t\t\t<\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<blockquote><p><strong><span style=\"color: #ff6600;\">If you liked the article, do not forget to share it with your friends. Follow us on\u00a0<span style=\"color: #ff0000;\"><a style=\"color: #ff0000;\" href=\"https:\/\/news.google.com\/publications\/CAAqBwgKMN63nwsw68G3Aw\" target=\"_blank\" rel=\"nofollow noopener noreferrer\">Google News<\/a><\/span>\u00a0too, click on the star and choose us from your favorites.<\/span><\/strong><\/p><\/blockquote>\n<blockquote>\n<p style=\"text-align: center;\"><strong>If you want to read more like this article, you can visit our <span style=\"color: #ff9900;\"><a style=\"color: #ff9900;\" href=\"https:\/\/en.buradabiliyorum.com\/category\/technology\/\" target=\"_blank\" >Technology<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/searchengineland.com\/knowledge-graphs-entities-seo-when-how-452584\" target=\"_blank\" >Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Learn when using entity-based SEO strategies can give you an edge \u2013 and how to implement them without wasting effort. If you\u2019re like me, you\u2019ve heard plenty of talk about entity SEO and knowledge graphs over the past year.\u00a0 But when it comes to implementation, it\u2019s not always clear which components are worth the effort&#8230;.<\/p>\n","protected":false},"author":1,"featured_media":654878,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/searchengineland.com\/wp-content\/seloads\/2025\/02\/When-and-how-to-use-knowledge-graphs-and-entities-for-SEO.png","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[78070,148084],"class_list":["post-654877","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-seo","tag-technical-optimization"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/654877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=654877"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/654877\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/654878"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=654877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=654877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=654877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}