{"id":612391,"date":"2024-03-11T16:00:00","date_gmt":"2024-03-11T13:00:00","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/entity-based-competitor-analysis-an-seos-guide\/"},"modified":"2024-03-11T16:00:00","modified_gmt":"2024-03-11T13:00:00","slug":"entity-based-competitor-analysis-an-seos-guide","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/","title":{"rendered":"#Entity-based competitor analysis: An SEO\u2019s guide"},"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-6a2599f993633\" 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-6a2599f993633\" 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\/entity-based-competitor-analysis-an-seos-guide\/#Heres_how_a_competitor_entity_analysis_can_help_you_pinpoint_content_opportunities_and_build_topical_authority_to_stay_ahead_of_competitors\" >Here&#8217;s how a competitor entity analysis can help you pinpoint content opportunities and build topical authority to stay ahead of competitors.<\/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\/entity-based-competitor-analysis-an-seos-guide\/#Create_content_strategies_in_the_language_Google_thinks\" >Create content strategies in the language Google thinks<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/#What_does_it_mean_that_search_engines_think_in_entities\" >What does it mean that search engines think in entities?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/#The_role_of_entities_in_linking_together_subject_matter\" >The role of entities in linking together subject matter\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\/entity-based-competitor-analysis-an-seos-guide\/#Why_not_just_do_a_competitor_keyword_content_gap\" >Why not just do a competitor keyword content gap?<\/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\/entity-based-competitor-analysis-an-seos-guide\/#What_is_this_competitor_audit_trying_to_uncover\" >What is this competitor audit trying to uncover?<\/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\/entity-based-competitor-analysis-an-seos-guide\/#Why_can_linking_with_entities_be_more_powerful_than_just_keywords\" >Why can linking with entities be more powerful than just keywords?<\/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\/entity-based-competitor-analysis-an-seos-guide\/#Lets_run_our_tool\" >Let\u2019s run our tool\u00a0<\/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\/entity-based-competitor-analysis-an-seos-guide\/#Prerequisites\" >Prerequisites<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/#Process\" >Process<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/#Turning_entity_insights_into_action_Your_competitive_advantage\" >Turning entity insights into action: Your competitive advantage<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/#1_Target_competitor_gaps\" >1. Target competitor gaps<\/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\/entity-based-competitor-analysis-an-seos-guide\/#2_Speak_Googles_language\" >2. Speak Google\u2019s language<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/buradabiliyorum.com\/en\/entity-based-competitor-analysis-an-seos-guide\/#Beyond_competitor_entity_analysis_How_to_make_this_even_more_advanced\" >Beyond competitor entity analysis: How to make this even more advanced<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"subhead\" itemprop=\"alternativeHeadline\"><span class=\"ez-toc-section\" id=\"Heres_how_a_competitor_entity_analysis_can_help_you_pinpoint_content_opportunities_and_build_topical_authority_to_stay_ahead_of_competitors\"><\/span>Here&#8217;s how a competitor entity analysis can help you pinpoint content opportunities and build topical authority to stay ahead of competitors.<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><\/p>\n<div class=\"bialty-container\">\nEntity competitor analysis is the key to unlocking higher rankings and staying ahead of competitors. By understanding Google\u2019s Knowledge Graph and entity relationships, you can strategically optimize content for increased topical authority and relevance beyond keyword-centric pages.\u00a0<\/p>\n<p>Entity-based competitor analysis isn\u2019t about mimicking existing content. It\u2019s about identifying strategic gaps where you can establish topical authority, future-proofing your site against algorithm updates that increasingly favor deep subject matter expertise.<\/p>\n<p>This article will:<\/p>\n<p><!-- \/1038259\/SEL_Post-text --><\/p>\n<div id=\"div-gpt-ad-1693000027709-0\"><\/div>\n<div id=\"post-break\"><\/div>\n<ul>\n<li>Explain why entities are key to a strong SEO strategy.\u00a0<\/li>\n<li>Show you how to use a Python <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\">script<\/a> with an NLP (natural language processing) tool.<\/li>\n<li>Help you reveal unique entities your competitors target and the ones Google associates with your niche.\u00a0<\/li>\n<\/ul>\n<p>The result? A roadmap of the entities Google uses to understand your space, plus insights into where your site stands against the competition. <\/p>\n<h2 class=\"wp-block-heading\" id=\"h-create-content-strategies-in-the-language-google-thinks\"><span class=\"ez-toc-section\" id=\"Create_content_strategies_in_the_language_Google_thinks\"><\/span>Create content strategies in the language Google thinks<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Before diving into the reasons for entity analysis, let\u2019s clarify an important idea: modern search engines \u201cthink\u201d in terms of entities. <\/p>\n<p>Entities are the building blocks of how search engines understand the world. Using entities in your content provides clues to help search engines accurately interpret your website and connect it to the right searches.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-what-does-it-mean-that-search-engines-think-in-entities\"><span class=\"ez-toc-section\" id=\"What_does_it_mean_that_search_engines_think_in_entities\"><\/span>What does it mean that search engines think in entities?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Search engines have come a long way from focusing solely on matching individual keywords within a query.\u00a0<\/p>\n<p>Think of it like this: In the past, if you searched for \u201cjaguar,\u201d a search engine would primarily look for websites containing that exact word. The result could be a mix of pages about the animal, the car company or other less relevant uses of the term. Understanding the user\u2019s true intent was difficult.<\/p>\n<p>With entity thinking, Google builds a vast knowledge base \u2013 it\u2019s like a giant encyclopedia of real-world things, concepts and the relationships between them. <\/p>\n<p>Google analyzes a search query like \u201cjaguar\u201d and considers related entities like \u201chabitat,\u201d \u201cpredators\u201d or \u201cspeed.\u201d This helps it figure out the context and show the most relevant results, even if a website doesn\u2019t overuse the keyword \u201cjaguar.\u201d<\/p>\n<p>Let\u2019s say a user searches for \u201chealthy recipes with chicken.\u201d Google doesn\u2019t just look for that exact phrase. It can recognize related entities like \u201cvegetables,\u201d \u201clow-carb\u201d or \u201cslow-cooker.\u201d This means more pages are now eligible to rank for a given search, even if they don\u2019t use the exact search terms.\u00a0<\/p>\n<p>This change in entities favors large guides that are informative and touch on many entities associated with a subject. Sites incorporating these broader entities are more likely to match the user\u2019s needs, even if they never use the original search term word-for-word.<\/p>\n<p><strong><em>Dig deeper: <\/em><\/strong><strong><em>Entities, topics, keywords: Clarifying core semantic SEO concepts<\/em><\/strong><\/p>\n<h3 class=\"wp-block-heading\" id=\"h-the-role-of-entities-in-linking-together-subject-matter-nbsp\"><span class=\"ez-toc-section\" id=\"The_role_of_entities_in_linking_together_subject_matter\"><\/span>The role of entities in linking together subject matter\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Additionally, entity analysis helps you optimize your internal linking in a way that resonates with search engines that \u201cthink in entities.\u201d\u00a0<\/p>\n<p>While traditional linking might connect pages using basic keywords, entity linking goes deeper. It allows you to connect pages based on the underlying concepts and their relationships. <\/p>\n<p>This strengthens the relevance of each page to search engines, helping them understand the full scope of information you offer.\u00a0<\/p>\n<p>Imagine it as building a web of knowledge, not just a scattered collection of keywords. Using the same entities makes it much easier for Google to grasp your website\u2019s focus quickly.<\/p>\n<p>The key takeaway is this: <\/p>\n<p>Search engines strive to think like we do.\u00a0Keywords are still important, but demonstrating a nuanced understanding of the entities and relationships within your niche sets your content apart and signals to Google that you\u2019re a reliable source of information.\u00a0<\/p>\n<p>The easier it is for Google to understand your content (disambiguate) and the better it matches what Google sees as important in your niche, the higher your content will rank.<\/p>\n<p>Now let\u2019s get into why it is worth your time to analyze your competitors\u2019 entities.\u00a0<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-why-not-just-do-a-competitor-keyword-content-gap\"><span class=\"ez-toc-section\" id=\"Why_not_just_do_a_competitor_keyword_content_gap\"><\/span>Why not just do a competitor keyword content gap?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Entity analysis offers several key advantages for your SEO strategy. It helps you expand your reach, understand context and uncover hidden opportunities that a solely keyword-focused approach might miss. <\/p>\n<p>Here\u2019s how it differs from a traditional keyword analysis:<\/p>\n<ul>\n<li><strong>The granular vs. the big picture<\/strong>\n<ul>\n<li>Think of keywords as individual bricks, while entities are the entire building. An entity competitor analysis offers a higher-level view of the subject matter covered by a website.<\/li>\n<li>Analyzing entities and their relationships can reveal entire semantic networks of keyword opportunities. This allows you to identify areas to outsmart the competition by filling content gaps.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Keywords lists vs. topic mastery<\/strong>\n<ul>\n<li>While a keyword competitor analysis might give you a list of terms to target, entity analysis delves into the core of a topic. It reveals the related concepts, subcategories and influential figures within your niche. <\/li>\n<li>This enables you to create content demonstrating a truly comprehensive understanding, a key signal of authority for search engines. This can mean identifying content that is important to cover but that your site may not rank for.\u00a0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>That said, entity competitor analysis isn\u2019t a supplement to traditional competitor research, but it can serve as a step to organize the types of keywords that competitors go after. <\/p>\n<p>Here\u2019s where it fits within your larger SEO strategy:<\/p>\n<ul>\n<li><strong>Strategic focus:<\/strong> Entity analysis helps you pinpoint where your competitors have a strong topical presence and identify areas where your site might need development.<\/li>\n<li><strong>Content planning:<\/strong> Identify the \u201cumbrella\u201d of related entities, revealing opportunities to build content structures that reflect how users and search engines understand your topic.<\/li>\n<li><strong>Revealing true topical strength:<\/strong> A competitor might enjoy a topical authority boost from various content, not just search-optimized articles. Entity analysis can help uncover less obvious resources, such as in-depth guides, videos or community forums. This gives you a more accurate understanding of their true edge and the gaps you need to fill.<\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"815\" alt=\"Competitor analysis - Keyword-focus versus entity-based\" class=\"wp-image-438261\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based.png 900w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-373x338.png.webp 373w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-663x600.png.webp 663w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-125x113.png.webp 125w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-768x695.png.webp 768w\" data-lazy-sizes=\"(max-width: 900px) 100vw, 900px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based.png\"><noscript><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"815\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based.png\" alt=\"Competitor analysis - Keyword-focus versus entity-based\" class=\"wp-image-438261\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based.png 900w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-373x338.png.webp 373w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-663x600.png.webp 663w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-125x113.png.webp 125w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Competitor-analysis-Keyword-focus-versus-entity-based-768x695.png.webp 768w\" sizes=\"(max-width: 900px) 100vw, 900px\"><\/noscript><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-what-is-this-competitor-audit-trying-to-uncover\"><span class=\"ez-toc-section\" id=\"What_is_this_competitor_audit_trying_to_uncover\"><\/span>What is this competitor audit trying to uncover?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Your entity audit provides laser-sharp insights into where your content could be falling short compared to competitors and how to take action. Here\u2019s what your report specifically uncovers:<\/p>\n<ul>\n<li><strong>Precise topical gaps:<\/strong> By analyzing title tags, URLs and meta descriptions, your report identifies the primary entities your competitors focus on for each page. This goes beyond <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/general\/\" data-internallinksmanager029f6b8e52c=\"3\" title=\"General\" target=\"_blank\" rel=\"noopener\">general<\/a> keyword lists and reveals where they are establishing topical authority that your site may be missing.<\/li>\n<li><strong>Actionable content opportunities:<\/strong> Your report doesn\u2019t just tell you what\u2019s missing; it shows you exactly how competitors address those entities. Seeing competitor URLs associated with each entity gives you a clear starting point to develop your own improved or expanded content.<\/li>\n<li><strong>Strategic structure guidance:<\/strong> How your competitor titles and links their pages around entities gives you valuable clues about how to organize your site. You can identify high-level content \u2018hubs\u2019 that you\u2019re missing as well as potential internal linking opportunities.<\/li>\n<\/ul>\n<p><strong>The key advantage:<\/strong> This hyper-focused entity analysis allows you to identify the topics you need to cover and gives you a roadmap for creating content that resonates with search intent and user expectations within your niche.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"593\" alt=\"What is this competitor audit trying to uncover?\" class=\"wp-image-438262\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover.png 900w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-513x338.png.webp 513w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-800x527.png 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-172x113.png.webp 172w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-768x506.png.webp 768w\" data-lazy-sizes=\"(max-width: 900px) 100vw, 900px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover.png\"><noscript><img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"593\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover.png\" alt=\"What is this competitor audit trying to uncover?\" class=\"wp-image-438262\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover.png 900w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-513x338.png.webp 513w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-800x527.png 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-172x113.png.webp 172w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/What-is-this-competitor-audit-trying-to-uncover-768x506.png.webp 768w\" sizes=\"auto, (max-width: 900px) 100vw, 900px\"><\/noscript><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-why-can-linking-with-entities-be-more-powerful-than-just-keywords\"><span class=\"ez-toc-section\" id=\"Why_can_linking_with_entities_be_more_powerful_than_just_keywords\"><\/span>Why can linking with entities be more powerful than just keywords?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Disambiguation:<\/strong> Many words have multiple meanings (consider \u201cPython\u201d as a programming language vs. a snake). Entities, especially when linked to Knowledge Graph data, eliminate this ambiguity.<\/p>\n<ul>\n<li><strong>Relationships:<\/strong> Entities carry more information than keywords alone. A link with \u201cTim Berners-Lee\u201d not only implies the topic \u201cWeb inventor\u201d but also hints at potential relationships with \u201cHTML,\u201d \u201cHTTP,\u201d etc.<\/li>\n<li><strong>Entity salience:<\/strong> Entity salience is a key metric, likely factored into search algorithms, that determines how prominently a particular entity features within your content. Optimizing for entity salience is critical for signaling topical relevance. Search engines may increasingly calculate an \u201centity salience\u201d score for a page \u2013 how prominently a specific entity and related entities feature within the content. Entity-based linking plays a direct role in this.<\/li>\n<\/ul>\n<p><!-- START INLINE FORM --><br \/>\n<!-- 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<h2 class=\"wp-block-heading\" id=\"h-let-s-run-our-tool-nbsp\"><span class=\"ez-toc-section\" id=\"Lets_run_our_tool\"><\/span>Let\u2019s run our tool\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>There\u2019s no need to be intimidated by Python code or the Colab environment \u2013 getting started with this tool is surprisingly easy.<\/p>\n<p>Remember, we\u2019re not just chasing a list of entities; we\u2019re building a strategic roadmap for your website\u2019s success.<\/p>\n<h3 class=\"wp-block-heading\" id=\"h-prerequisites\"><span class=\"ez-toc-section\" id=\"Prerequisites\"><\/span>Prerequisites<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>A TextRazor API key:<\/strong> Sign up for a free trial or paid plan at <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.textrazor.com\/\">TextRazor<\/a> to obtain an API key. The free API key is limited to 500 API calls per day.\u00a0<\/li>\n<li><strong>Any crawling tool:<\/strong>\n<ul>\n<li><strong>Ahrefs, Screaming Frog or similar SEO crawler:<\/strong> Ensure it can export data as a CSV file.<\/li>\n<li><strong>Custom web scraper (if comfortable with coding):<\/strong> Python libraries like BeautifulSoup or Scrapy can be used.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\" id=\"h-process\"><span class=\"ez-toc-section\" id=\"Process\"><\/span>Process<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><strong>Step 1: Crawl your website(s)<\/strong><\/p>\n<ul>\n<li>Use your chosen crawling tool to extract the following data for each URL:\n<ul>\n<li><strong>URL:<\/strong> The full web address of the page.<\/li>\n<li><strong>Title tag:<\/strong> The content of the HTML <code>&lt;title&gt;<\/code> tag.<\/li>\n<li><strong>Meta description:<\/strong> The content of the <code>&lt;meta name=\"description\" content=\"...\"&gt; <\/code>tag.<\/li>\n<\/ul>\n<\/li>\n<li><strong>Export as CSV:<\/strong> Save the crawled data as a CSV file.<\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1063\" height=\"267\" alt=\"Step 1: Crawl your website(s)\" class=\"wp-image-438263\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites.png.webp 1063w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-600x151.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-800x201.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-200x50.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-768x193.png.webp 768w\" data-lazy-sizes=\"(max-width: 1063px) 100vw, 1063px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites.png.webp\"><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1063\" height=\"267\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites.png.webp\" alt=\"Step 1: Crawl your website(s)\" class=\"wp-image-438263\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites.png.webp 1063w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-600x151.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-800x201.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-200x50.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-1-Crawl-your-websites-768x193.png.webp 768w\" sizes=\"auto, (max-width: 1063px) 100vw, 1063px\"><\/noscript><\/figure>\n<\/div>\n<p><strong>Step 2: Ensure correct column headers<\/strong><\/p>\n<ul>\n<li>Open your CSV file (using a spreadsheet program or text editor).<\/li>\n<li>Verify your CSV file has the following column headers (or adjust the code accordingly). Update the values at the top to map to the column titles you are using:\n<ul>\n<li><code>url_col <\/code>(e.g., \u201cAddress\u201d): This is the title of your column for the URL.\u00a0<\/li>\n<li><code>title_col<\/code> (e.g., \u201cTitle 1\u201d): This is the column title for your pages\u2019 title tags.<\/li>\n<li><code>desc_col<\/code> (e.g., \u201cMeta Description 1\u201d): This is the column title for your pages\u2019 meta descriptions.<\/li>\n<li><code>url_limit = \"200\"<\/code>:  You will be limited by the number of API calls you can make in your Text Razor account to 500 per day.\u00a0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>Step 3: Access the shared Colab notebook<\/strong><\/p>\n<ul>\n<li>Colab notebook: <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/colab.research.google.com\/drive\/1i2_l5H-SSJJ24Rg38MmAx3ux5ZVnEnBm#scrollTo=ubVZ1SAgYbO1\">Entity_competitor_analyzer.ipynb<\/a><\/li>\n<li>Click the link to open the notebook in Google Colab.<\/li>\n<\/ul>\n<p><strong>Step 4: Make a copy<\/strong><\/p>\n<ul>\n<li>In the top menu, go to <em>File &gt; Save a copy in Drive.<\/em><\/li>\n<li>This will create a copy of the notebook within your own Google Drive.<\/li>\n<\/ul>\n<p><strong>Step 5: Replace <\/strong><strong><em>api_key<\/em><\/strong><strong> with your TextRazor API key<\/strong><\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"149\" alt=\"Step 5: Replace api_key with your TextRazor API key\" class=\"wp-image-438266\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-5-Replace-api_key-with-your-TextRazor-API-key.png.webp 486w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-5-Replace-api_key-with-your-TextRazor-API-key-200x61.png.webp 200w\" data-lazy-sizes=\"(max-width: 486px) 100vw, 486px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-5-Replace-api_key-with-your-TextRazor-API-key.png.webp\"><noscript><img loading=\"lazy\" decoding=\"async\" width=\"486\" height=\"149\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-5-Replace-api_key-with-your-TextRazor-API-key.png.webp\" alt=\"Step 5: Replace api_key with your TextRazor API key\" class=\"wp-image-438266\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-5-Replace-api_key-with-your-TextRazor-API-key.png.webp 486w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-5-Replace-api_key-with-your-TextRazor-API-key-200x61.png.webp 200w\" sizes=\"auto, (max-width: 486px) 100vw, 486px\"><\/noscript><\/figure>\n<\/div>\n<ul>\n<li>In your copy of the notebook, find the line textrazor.api_key = \u201capi_key\u201d.<\/li>\n<li>Replace <em>api_key<\/em> with your actual TextRazor API key.<\/li>\n<\/ul>\n<p><strong>Step 6: Upload your data file<\/strong><\/p>\n<ul>\n<li>Click the <em>Files<\/em> icon on the left sidebar of your Colab notebook. The first file uploaded will be considered your website, while the other ones will be considered competitors. You can upload three websites\u2019 data in total.\u00a0<\/li>\n<li>Click <em>Upload<\/em> and select your CSV file.<\/li>\n<\/ul>\n<p><strong>Step 7: Run the code<\/strong><\/p>\n<ul>\n<li>Click the <em>Run all<\/em> button to execute all code cells in the notebook.<\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"415\" height=\"178\" alt=\"Step 7: Run the code\" class=\"wp-image-438267\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-7-Run-the-code.png.webp 415w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-7-Run-the-code-200x86.png.webp 200w\" data-lazy-sizes=\"(max-width: 415px) 100vw, 415px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-7-Run-the-code.png.webp\"><noscript><img loading=\"lazy\" decoding=\"async\" width=\"415\" height=\"178\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-7-Run-the-code.png.webp\" alt=\"Step 7: Run the code\" class=\"wp-image-438267\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-7-Run-the-code.png.webp 415w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Step-7-Run-the-code-200x86.png.webp 200w\" sizes=\"auto, (max-width: 415px) 100vw, 415px\"><\/noscript><\/figure>\n<\/div>\n<p><strong>Output<\/strong><\/p>\n<ul>\n<li>The Excel file (\u201centities_analysis.xlsx\u201d) will be automatically downloaded.<\/li>\n<\/ul>\n<h2 class=\"wp-block-heading\" id=\"h-turning-entity-insights-into-action-your-competitive-advantage\"><span class=\"ez-toc-section\" id=\"Turning_entity_insights_into_action_Your_competitive_advantage\"><\/span>Turning entity insights into action: Your competitive advantage<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Your analysis has provided powerful data: a visual breakdown of shared and unique entities, plus detailed spreadsheets. Now, let\u2019s turn this into a strategic roadmap for your website.<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"590\" height=\"384\" alt=\"Visualization: Venn Diagram of the Entities Unique and Shared between two Domains. Note this is a small sample of both websites. When doing an entity analysis, you should cover all of the pages on a website.\u00a0\" class=\"wp-image-438268\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains.png.webp 590w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains-519x338.png.webp 519w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains-174x113.png.webp 174w\" data-lazy-sizes=\"(max-width: 590px) 100vw, 590px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains.png.webp\"><noscript><img loading=\"lazy\" decoding=\"async\" width=\"590\" height=\"384\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains.png.webp\" alt=\"Visualization: Venn Diagram of the Entities Unique and Shared between two Domains. Note this is a small sample of both websites. When doing an entity analysis, you should cover all of the pages on a website.\u00a0\" class=\"wp-image-438268\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains.png.webp 590w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains-519x338.png.webp 519w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Visualization-Venn-Diagram-of-the-Entities-Unique-and-Shared-between-two-Domains-174x113.png.webp 174w\" sizes=\"auto, (max-width: 590px) 100vw, 590px\"><\/noscript><figcaption class=\"wp-element-caption\"><em><em>Venn diagram of the entities \u2013 unique and shared \u2013 between two domains. Note this is a small sample of both websites. When doing an entity analysis, you should cover all of the pages on a website.\u00a0<\/em><\/em><\/figcaption><\/figure>\n<\/div>\n<h3 class=\"wp-block-heading\" id=\"h-1-target-competitor-gaps\"><span class=\"ez-toc-section\" id=\"1_Target_competitor_gaps\"><\/span>1. Target competitor gaps<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Entity-driven opportunities<\/strong>\n<ul>\n<li>You have a list of pages your competitors rank for, covering entities your site is missing. <\/li>\n<li>Filter the list only to include the URLs that fit nicely into your industry (e.g., consider removing client-specific case studies). <\/li>\n<li>Use tools like Ahrefs to see exactly what terms they rank for. This is your untapped content potential.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1171\" height=\"519\" alt=\"Entity-driven opportunities\" class=\"wp-image-438269\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities.png 1171w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-600x266.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-800x355.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-200x89.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-768x340.png.webp 768w\" data-lazy-sizes=\"(max-width: 1171px) 100vw, 1171px\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities.png\"><noscript><img loading=\"lazy\" decoding=\"async\" width=\"1171\" height=\"519\" src=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities.png\" alt=\"Entity-driven opportunities\" class=\"wp-image-438269\" srcset=\"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities.png 1171w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-600x266.png.webp 600w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-800x355.png.webp 800w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-200x89.png.webp 200w,https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-driven-opportunities-768x340.png.webp 768w\" sizes=\"auto, (max-width: 1171px) 100vw, 1171px\"><\/noscript><\/figure>\n<\/div>\n<ul>\n<li><strong>Expanding your content umbrella<\/strong>\n<ul>\n<li>Identify patterns within the unique entities. These represent broader subject areas where you can excel. <\/li>\n<li>Use keyword research to expand your content strategy with these \u201cbig picture\u201d areas in focus.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>Let\u2019s say your entity analysis reveals terms like:<\/p>\n<ul>\n<li>\u201cWeb design\u201d<\/li>\n<li>\u201cWest Palm Beach\u201d <\/li>\n<li>\u201cEcommerce platform\u201d <\/li>\n<\/ul>\n<p>These im<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">media<\/a>tely suggest broader content categories: <\/p>\n<ul>\n<li>Digital marketing strategies.<\/li>\n<li>Location-based SEO.<\/li>\n<li>Ecommerce solutions.\u00a0<\/li>\n<\/ul>\n<p>Additionally, if other entities point to specific industries, consider crafting content demonstrating your expertise. <\/p>\n<ul>\n<li>Use keyword research to pinpoint what people are searching for within these categories and address those questions with valuable content. <\/li>\n<li>This way, your entity analysis helps you expand your website\u2019s focus to cover the big-picture topics your target audience seeks out.<\/li>\n<\/ul>\n<p><strong><em>Dig deeper: An SEO guide to understanding E-E-A-T<\/em><\/strong><\/p>\n<h3 class=\"wp-block-heading\" id=\"h-2-speak-google-s-language\"><span class=\"ez-toc-section\" id=\"2_Speak_Googles_language\"><\/span>2. Speak Google\u2019s language<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><strong>Semantic boost:<\/strong> The list of entities Google uses for your niche is pure gold! Use these as internal linking anchors to create rich connections between your content.<\/li>\n<li><strong>Clarity is key:<\/strong> Treat these entities as synonyms. Replace less specific terms in your existing content with them to signal relevance to Google.<\/li>\n<\/ul>\n<p>Here\u2019s an example:<\/p>\n<ul>\n<li>Let\u2019s say your existing title tag is: \u201cBoost Your Online Presence.\u201d\u00a0<\/li>\n<li>After running an entity analysis, you might find these relevant entities: \u201cweb design\u201d and \u201clocal SEO.\u201d\u00a0<\/li>\n<li>A revised title tag using entities could be: \u201cWeb Design: Boost Your Local SEO\u201d<\/li>\n<\/ul>\n<p><strong>Note:<\/strong> Always ensure your title tags still read naturally and entice users to click.<\/p>\n<h2 class=\"wp-block-heading\" id=\"h-beyond-competitor-entity-analysis-how-to-make-this-even-more-advanced\"><span class=\"ez-toc-section\" id=\"Beyond_competitor_entity_analysis_How_to_make_this_even_more_advanced\"><\/span>Beyond competitor entity analysis: How to make this even more advanced<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>This competitor audit reveals high-level thematic gaps, but true entity analysis power lies in its granularity. <\/p>\n<p>It has limitations, especially because the highest salient entities are not always represented in the title tag, URL and meta description. <\/p>\n<p>By analyzing entities at the individual page level, you can:<\/p>\n<ul>\n<li><strong>Reverse engineer competitor success:<\/strong> Dissect pages outranking you to pinpoint the exact entities and their salience contributing to their topical authority.<\/li>\n<li><strong>Optimize beyond keywords:<\/strong> Identify where to strategically incorporate entities within your content structure (beyond just titles and meta) for maximum relevance signals.<\/li>\n<li><strong>Semantic internal linking:<\/strong> Strengthen your website\u2019s topical architecture by using entity relationships to guide your internal linking strategy.<\/li>\n<\/ul>\n<p>You can delve even deeper into competitor analysis by using TextRazor to analyze each of their webpages and store the results in embeddings. This lets you find a complete list of entities and pages unique to them.\u00a0<\/p>\n<p>While this is a thorough approach, a simpler method like the above often provides enough insight. The exhaustive route can be more expensive and may sometimes lead to less clarity instead of more.<\/p>\n<\/div>\n<p><\/p>\n<div class=\"about-author\">\n    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                        <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\"><noscript><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\"><\/noscript>\n                                            <\/div>\n<\/p><\/div>\n<div class=\"col-12 col-lg-9\">\n<div class=\"about\">\n<div class=\"name\">\n                            <strong>Paul DeMott<\/strong>\n                        <\/div>\n<div class=\"row g-2 pt-2\">\n<div class=\"col-auto twitter\">\n                                    <a rel=\"nofollow noopener\" 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\" aria-label=\"opens in a new tab\"><i class=\"fab fa-x-twitter\"><\/i><\/a>\n                            <\/div>\n<div class=\"col-auto\">\n                                    <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/www.linkedin.com\/in\/paul-demott\/\" aria-label=\"opens in a new tab\"><i class=\"fab fa-linkedin\"><\/i><\/a>\n                                <\/div>\n<\/p><\/div>\n<p>                        Paul 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 noopener\" 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 <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a>, 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.                  <\/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\/technology\/\" target=\"_blank\" rel=\"noopener\">Technology<\/a><\/span> category.<\/strong>\n<\/p><\/blockquote>\n<p><span style=\"color: black;\"><a style=\"color: #ff9900;\" href=\"https:\/\/searchengineland.com\/entity-based-competitor-analysis-seo-guide-438259\" target=\"_blank\" rel=\"noopener\">Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here&#8217;s how a competitor entity analysis can help you pinpoint content opportunities and build topical authority to stay ahead of competitors. Entity competitor analysis is the key to unlocking higher rankings and staying ahead of competitors. By understanding Google\u2019s Knowledge Graph and entity relationships, you can strategically optimize content for increased topical authority and relevance&#8230;<\/p>\n","protected":false},"author":1,"featured_media":612392,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/searchengineland.com\/wp-content\/seloads\/2024\/03\/Entity-based-competitor-analysis-An-SEOs-guide-800x450.png","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[78072,78070,148084],"class_list":["post-612391","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-content","tag-seo","tag-technical-optimization"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/612391","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=612391"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/612391\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/612392"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=612391"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=612391"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=612391"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}