An entity <\/strong>is the single name these systems use group all of the different phrases that describe one real company, product, idea, or thing (the London Underground) together. <\/p>\n\n\n\n LLMs use entities to connect information across the web. When they see the same entity show up in similar contexts across different sources (for example, London travel blogs, the Transport For London website, Wikipedia), it becomes easier for them to understand what it is and why people talk about it. When that doesn\u2019t happen, the system struggles to place the brand correctly in relevant conversations or avoids mentioning it at all.<\/p>\n\n\n\n For brands, having search engines and LLMs recognize your brand or product as an entity means these systems understand who you are and what you do, and when you should come up in relevant answers.<\/p>\n\n\n\n In this article, we break down how SaaS companies can become clearly recognized entities, ensuring AI systems can confidently recommend them, place them in the right category, and represent them accurately in answers.<\/p>\n\n\n\n TL:DR<\/strong><\/p>\n\n\n\n <\/p>\n\n\n\n Keyword-based SEO as a strategy is done. If you stick to it, you\u2019ll be dead in 2028. <\/p>\n\n\n\n The reason: <\/strong>LLMs and search engines don\u2019t rank pages based on keyword matches like Google once did. Instead, entities help LLMs decide which brands to mention and when. <\/p>\n\n\n\n We\u2019ve seen this for ourselves firsthand.<\/p>\n\n\n\n Our nimble SaaS SEO agency, Singularity Digital, started showing up in LLM answers alongside much larger names in the same niche when we started pushing for entity-level clarity, not just thinking about keywords. These were companies we had no business competing with if our SEO strategy was still just about keywords.<\/p>\n\n\n\n Image: Perplexity recommending Singularity Digital as the first option for Generative engine optimization (GEO) services for SaaS companies.<\/em><\/p>\n\n\n\n SaaS companies that want to guard against SEO instability and come out ahead for GEO need to be employing this same strategy. <\/strong><\/p>\n\n\n\n More and more people<\/a> are now asking LLMs for tools, recommendations, and comparisons. In fact, 58% of consumers now report using generative AI for product or service recommendations, up from just 25% in 2023. So, if these systems are not confident about who you are, they won\u2019t bring up your brand at all. They\u2019ll conveniently mention and cite another product, even when it’s not better than you, just because it\u2019s easier for the system to place it in its knowledge base.<\/p>\n\n\n\n Entities also solve another problem that keywords never did: confusion.<\/strong><\/p>\n\n\n\n Search engines and LLMs mix companies up a lot. Similar names, overlapping descriptions, adjacent categories \u2013 it\u2019s an easy mistake for them to make. <\/p>\n\n\n\n We saw this firsthand when AI systems were unable to confidently identify us and our services, and weren\u2019t able to give people an overview of our brand and ideal clients. While there are other companies called Singularity Digital out there, we are the only SaaS agency with this name and should have clearly won this category. <\/p>\n\n\n\n Here\u2019s what happened when we pretended we were a SaaS company and asked Perplexity if Singularity was a good fit before focusing on entity recognition \u2013\u2013 hesitancy, lack of clarity on our offerings and low confidence: <\/p>\n\n\n\n And after \u2013\u2013 a clear understanding of our offerings and who is a good fit for our agency:<\/p>\n\n\n\n Once we clearly defined who we are and reinforced it within and beyond our site, our GEO results concretely improved. You can see these results on Google, too: <\/p>\n\n\n\n These changes didn\u2019t come from ranking better for keywords. And with AI answers are now becoming the default interface of every search engine, for you to show up in those answers, at the right time, in front of the right people, you must<\/em> be understood as an entity. <\/p>\n\n\n\n <\/p>\n\n\n\n For LLMs to recognize your brand, they first need a clear idea of what it is. The first step to establishing that is developing a core definition of your product. The three elements of this definition are: <\/p>\n\n\n\n Say your SaaS product is called Supportly<\/strong>. You start by locking one clear definition \u2013\u2013 one that isn\u2019t riddled with jargon: \u201cSupportly is a customer support platform for B2B SaaS teams that helps them manage and respond to user conversations in one place.\u201d<\/em><\/p>\n\n\n\n Once that\u2019s clear, the next most important thing is maintaining consistency in describing your product using the same definition<\/em> across multiple pages and platforms – from your own blogs and feature pages, to socials and review sites. <\/p>\n\n\n\n Content is how you keep showing LLMs and search engines the same entities and context until they understand where you fit. Here\u2019s how to reinforce entity understanding via content.<\/p>\n\n\n\n Feature pages:<\/strong> \u201cSupportly helps B2B SaaS support teams manage customer conversations through shared inboxes, automation, and reporting.\u201d<\/p>\n\n\n\n Integration guides and use case pages:<\/strong> <\/p>\n\n\n\n Comparison articles:<\/strong> \u201cSupportly vs Zendesk\u201d or \u201cSupportly vs Intercom,\u201d clearly explaining where each product fits and when one makes more sense than the other.<\/p>\n\n\n\n About Us copy:<\/strong> \u201cSupportly is a customer support platform built for B2B SaaS teams,\u201d followed by the team and mission, framed around solving that same support problem.<\/p>\n\n\n\n FAQ pages: <\/strong>Clear answers that define what Supportly does, who it\u2019s for, and who it\u2019s not for.<\/p>\n\n\n\n Each of these repeats the same core understanding of the product, while adding detail that fits the format. This comes from cross-team clarity and a demand for precision about how you describe your company, brand and product. Anyone who is writing or describing Supportly (sales, copywriters, content, marketing, PR, UX writers, and more) has a brand guide that clearly lays out the right \u2013\u2013 and wrong \u2013\u2013 language to use to ensure this consistency.<\/p>\n\n\n\n Internal links help LLM and search systems understand that all of this content belongs to one product. For example:<\/p>\n\n\n\n When you mention well-known products, platforms, or standards alongside your own, you give systems familiar reference points. For example, naming Slack, Intercom, Zendesk, or similar tools helps place Supportly<\/em> in a known problem space. But remember that these references work best when they align with how you already describe your product.<\/p>\n\n\n\n <\/p>\n\n\n\n Defining yourself clearly on your own site is a great starting point, but LLMs and search engines want to see other reputable places describe you the same way you describe yourself.<\/p>\n\n\n\n That\u2019s why off-site mentions matter for becoming a recognized entity in LLMs.<\/p>\n\n\n\n For SaaS brands, this usually means coverage or mentions on well-known, industry-relevant sites that already have strong credibility, such as:<\/p>\n\n\n\n Even when a mention doesn\u2019t include a backlink, a clear, contextual reference still helps connect your brand to the right category and use case.<\/p>\n\n\n\n PR will be a cornerstone of this strategy for many companies, as it gets your product talked about in places that already shape how LLM systems understand the software landscape. Over time, that moves a brand from being merely recognized to being trusted. <\/p>\n\n\n\n Start by running your key pages (homepage, product pages, core blog posts) through a Named Entity Recognition (NER)<\/a> tool, such as TextRazor<\/a> or a similar API. It scans your content and highlights the words and phrases it recognizes as entities.<\/p>\n\n\n\n These entities are usually grouped into broad types, such as:<\/p>\n\n\n\n A screenshot of a Named Entity Recognition (NER) tool (TextRazor) analyzing a block of text. The tool scans the content and highlights terms it recognizes as entities.<\/em><\/p>\n\n\n\n Once the analysis runs, the tool will show you more details about each detected entity.<\/p>\n\n\n\n The NER output showing a detected entity (\u201cBarclays\u201d), the category it\u2019s been assigned to (Organization \/ Company), and the reference IDs it\u2019s linked to, such as Wikipedia or Wikidata.<\/em><\/p>\n\n\n\n This output tells you two important things:<\/p>\n\n\n\n If the detected entities line up with what you want to be known for, that\u2019s a good sign. If they don\u2019t, that\u2019s your first clear signal that you aren\u2019t giving systems enough information to confidently place you in the right category. And if it can\u2019t do that, it won\u2019t confidently recommend and cite you either.<\/p>\n\n\n\n This step shows you how well your content efforts translate to LLMs so you can move on to deliberately shaping that understanding.<\/p>\n\n\n\n If the entities detected by the NER tool already match how you want to be understood, this step is about reinforcing that understanding so it stays consistent.<\/p>\n\n\n\n If they don\u2019t match, this step is about correcting course by explicitly linking yourself to the right entities.<\/p>\n\n\n\n Focus on a small set of important entities:<\/p>\n\n\n\n Each important entity usually has a canonical reference in a public knowledge base, most commonly Wikidata<\/a>. This reference comes with a unique ID that represents that one real thing.<\/p>\n\n\n\n There are two simple ways to find these IDs.<\/p>\n\n\n\n If your NER tool already detected the right entity,<\/strong> it will surface the ID for you.<\/p>\n\n\n\n This ID represents the official reference LLM systems use for that concept.<\/em><\/p>\n\n\n\n A Wikidata entry page showing a category (\u201ccustomer relationship management\u201d) and its Wikidata ID highlighted.<\/em><\/p>\n\n\n\n But if the detected entities are wrong or incomplete, <\/strong>you need to find the correct ones.<\/p>\n\n\n\n You can do this by:<\/p>\n\n\n\n Once you have the ID which correctly matches your brand or product category, you can now copy and use it as an anchor. <\/p>\n\n\n\n On the back end of your site, make your relationship with the right entities explicit in two ways.<\/p>\n\n\n\n These steps help systems merge mentions correctly, avoid confusing your product with similar names or categories, and build confidence about your brand over time.<\/p>\n\n\n\n Now that you\u2019ve defined your product clearly, reinforced it across content, and anchored your entity technically, it\u2019s time to see whether systems actually understand you the way you intend.<\/p>\n\n\n\n\n
Why Becoming an Entity Matters for a SaaS in 2026 (and Beyond)<\/h2>\n\n\n\n
![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-30-1024x913.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-29.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/Img-Blog-01-2-1024x655.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-33-1024x723.png\")
<\/figure>\n\n\n\nHow to Make Your Brand or Product an Entity in LLMs<\/h2>\n\n\n\n
1. Define your brand clearly and use the same language everywhere<\/h3>\n\n\n\n
\n
2. Use content to reinforce who you are and how you\u2019re connected<\/h3>\n\n\n\n
Say the same thing in different content formats<\/strong><\/h4>\n\n\n\n
\n
![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/Img-Blog-02-2-1024x655.png\")
<\/figure>\n\n\n\nConnect related pages with internal links<\/strong><\/h4>\n\n\n\n
\n
Reference known tools and platforms where relevant<\/strong><\/h4>\n\n\n\n
3. Reinforce the same identity beyond your own site<\/h3>\n\n\n\n
\n
![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/Img-Blog-03-2-1024x655.png\")
<\/figure>\n\n\n\n4. See how systems currently interpret your content<\/h4>\n\n\n\n
\n
![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-35-1024x703.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-38-1024x868.png\")
<\/figure>\n\n\n\n\n
5. Reinforce and anchor entities<\/h3>\n\n\n\n
Identify the important entities <\/h4>\n\n\n\n
\n
Find the correct canonical references<\/h4>\n\n\n\n
![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-37-1024x696.png\")
<\/figure>\n\n\n\n![\"\"](\"https:\/\/singularity.digital\/wp-content\/uploads\/2026\/03\/image-36-1024x491.png\")
<\/figure>\n\n\n\n\n
Anchor those entities on your site<\/strong><\/h4>\n\n\n\n
\n
<\/li>\n<\/ol>\n\n\n\n6. Monitor how systems interpret your brand<\/h3>\n\n\n\n