Semantic Modeling for Semantic SEO Written by Ashraf on Jan. 7, 2023 in Semantic SEO. Last update on Jan. 29, 2023. Don't forget to share this post Semantic Modelling for SEO SEO Guide to Building a Semantic Model for Your Website Semantic data modeling is a semantic SEO technique for describing and representing data in a way that is clear, accurate, and easily understood by both humans and search engines. This includes using techniques such as establishing a semantic model quality, building linked schemas, controlled vocabularies, taxonomies, ontologies, knowledge graphs, E-R models, property graphs and other data representation models. To do that here are some steps you can follow to build an SEO-based semantic model for your website: Identify the main topics and categories of your website. Create a hierarchical structure for your website. Define the primary entity on each page. Use clear and descriptive headings, titles, and labels to identify the content on each page. Use semantic HTML tags, to give context to the content on your pages. Use Relational Structured Data. Test and iterate on your semantic model as needed. Further reading :Topical Mapping and Interlinking Conclusion. Identify the main topics and categories of your website Creating a list of main topics and categories for a website involves identifying the key areas of focus and organizing them into a clear structure for the content, as it helps to ensure that the website's content is focused and organized in a way that is easy for both search engines and users to understand. Create a hierarchical structure for your website Creating a hierarchical structure is an important step in building a semantic model, as it helps you organize the content in a way that is meaningful and easy to understand. Here are some tips for creating a hierarchical structure for your website. Place the main topics and categories at the top level of your hierarchy. These should be the broadest and most general categories that describe the main areas of your website. Consider how you can group related topics and categories together in a logical way. For example, if you have an e-commerce site, you might group products by brand, department, or type. Nest sub-topics and sub-categories underneath the main topics and categories. for the content be more specific and focused within each main category. Use clear and descriptive headings, titles, and labels to identify the content on each page. This will help both users and search engines understand the content and its place in the overall hierarchy. Use logical and consistent names for your topics and categories, and try to use similar language throughout your website. This will help create a cohesive and easy-to-navigate structure. Here is an example of how you might create a hierarchical structure for a university website: Universiy Campus 1 College (Business School) Department of Accounting Course (Accounting and Administration) College (Faculty of Law) Department (Law Dept) Course (Paralegal) Campus 2 College (Medical College) Department of Dentistry Course (Dentistry Course) College (Faculty of Art) Department (Music Dept) Course (Guitar Course) The hierarchical structure of a university website should provide a clear and logical organization for the content on the site, with main categories and topics at the top level and sub-topics and sub-categories nested underneath. It should be easy to navigate and help users find the content they are looking for quickly and easily. There are many different ways to organize the content on a university website, and it is important to find a structure that makes sense for the specific needs and goals of the university and that is easy for both users and search engines to understand and navigate. Define your primary entity Defining the primary entity of your website and for each page is vital for building a semantic model, as it will help you determine the most important content and features to include. I've written an in-depth case study on entity-based SEO, which you can read for a more comprehensive understanding of the topic. Here are some questions to consider when defining your primary entity: What is the main purpose of your website? Is it to sell products, provide information, service, or something else? Who is your target audience? What are their needs and interests, and how can your website meet them? What actions do you want your visitors to take on your website? Do you want them to make a purchase, sign up for a newsletter, or something else? What are your business goals for your website? Do you want to increase sales, generate leads, or do something else? Answering these questions will help you understand what kind of entities are most important to include in your semantic model, as well as how to present them in a context that is meaningful and effective for your target audience and search engines. Use clear and descriptive headings Using clear and descriptive headings, titles, and labels helps to give context and meaning to the content on each page. Here are some tips for using clear and descriptive headings, titles, and labels: Avoid using vague or ambiguous language, and try to use language that your target audience will understand. Use clear and descriptive labels for links, buttons, and other elements on your pages. This will help users understand the purpose and destination of each element. Avoid using unnecessary or duplicate headings, titles, or labels. This can create confusion and make it harder for both users and search engines to understand the content on your pages. Use semantic HTML tags Semantic HTML elements are tags that are specifically designed to describe the meaning and content of a web page to both users and search engines. To tag your keywords i wrote an article about how to tag your keywords with different tools. Here is a brief description of a few semantic HTML elements that can help, for more you can check the source code of this page : <article>: The <article> element represents a self-contained piece of content that could potentially be distributed independently from the rest of the site, such as a blog post or news article. <aside>: The <aside> element represents content that is tangentially related to the content around it, such as a sidebar or pull quote. <details>: The <details> element represents additional details or information that the user can view or hide. It should be used in conjunction with the <summary> element to provide a summary or heading for the details. <figcaption>: The <figcaption> element represents a caption or labels for a <figure> element. <figure>: The <figure> element represents self-contained content, such as an image or video, that is referenced in the main flow of the document but could be moved to another part of the document or to an appendix without affecting the main flow. <footer>: The <footer> element represents a footer for a section of content, such as the footer of a page or a section of a document. <header>: The <header> element represents a group of introductory or navigational aids, such as a logo or navigation menu. <main>: The <main> element represents the main content of the document or the primary entity of your page, which should be unique to the document and exclude content that is repeated across multiple pages, such as sidebars or footers. <mark>: The <mark> element represents highlighted or marked text, such as a search query or a passage being discussed. <nav>: The <nav> element represents a section of the document that contains navigation links, such as a table of contents or a set of page links. <section>: The <section> element represents a standalone section of content, such as a chapter or a section of a document. <summary>: The <summary> element represents a summary or heading for the <details> element. <time>: The <time> element represents a specific time or date. It can be used to provide machine-readable data about the time or date, such as a timestamp. By using semantic HTML elements, you can provide additional context and meaning to the content on your pages. This can improve the user experience of your site, as well as the visibility and relevance of your pages in search results. Use Relational Structured data Using relational schema.org data is what semantic modeling is all about in the context of SEO because it allows search engines to better understand the relationships between different pieces of entities on a website, which in turn can help them to provide more accurate and relevant search results. You can easily describe your entities and their relationships using Schemantra which can help search engines better understand and interpret your content. This can improve the visibility and relevance of your pages in search results. Schemantra is a semantic modeling tool that is specifically designed to create an ontology for SEO optimization using schema.org JSON-LD metadata. I've put together a semantic SEO case study that goes into greater depth on the topic. You can use it as a resource to gain a more thorough understanding of entity-based SEO. There are many semantic Web Tool you can utilize to optimize your website here is a list of a few semantic SEO tools i have come across. Testing and Integrating Here are some tips for testing and iterating on your semantic model to ensure that your model is effective at organizing and presenting your content: Use Analytics tools to track how users are interacting with your website. This can help you understand what content and features are most popular, and where users might be getting stuck or struggling to find what they need. Use A/B testing to experiment with different versions of your semantic model and see which one performs better. This can help you optimize the organization and presentation of your content for maximum effectiveness. Monitor your website's search engine rankings and traffic to see how well it is performing. This can help you identify any issues or opportunities for improvement. Seek feedback from users and customers to understand their experience with your website. This can help you identify any areas where your semantic model might be confusing or hard to navigate. By regularly testing and iterating on your semantic model, you can ensure that it is effective at organizing and presenting your content in a way that is meaningful and easy to understand for both users and search engines. Conclusion Building a semantic model for your website is an important step in ensuring that your site is well-organized, easy to navigate, and meaningful to both users and search engines. A semantic model helps to provide context and meaning to the content on your pages, which can improve the user experience of your site and increase the visibility and relevance of your pages in search results.