What Makes an LLM Cite One Website Instead of Another?

Do you know LLM-based search currently accounts for around 5.6% of US desktop search traffic? However, many businesses notice that AI tools recommend other services over them. So what makes an LLM cite one website instead of another? How can you increase the chances of your content being in AI answers? Let’s find out! 

How Does an LLM Cite One Website Instead of Another? 

To cite one website over another, LLMs use authority signals such as E-E-A-T and structured data and rely on machine readability. Here’s an explanation of all these: 

Rely on Authority Signals 

LLMs weigh authority signals heavily, such as how well the data is trained and cited domains. To appear in suggestions, you should ensure that your content appears in high-quality datasets or is part of a major publication. 

In addition, you should earn high-quality backlinks to indicate that your content is reliable. Put detailed author bios, credentials, first-party data, and collect third-party mentions. 

Use Well-Structured Data and Format 

Another reason an LLM cite one website instead of another is the availability of structured data. So, you should use bullet points, FAQs, and offer step-by-step guides. 

According to a Frase study, a page with FAQPage markup is 3.2 times more likely to appear in Google AI Overviews. 

Add JSON-LD markup that helps the model understand the page. Also, give a direct answer to the specific question in a short paragraph to increase your chances of appearing in AI suggestions. 

Ease of Machine Readability 

To stand out in major LLMs’ recommendations, major websites focus on machine readability. Therefore, you should also build pages with proper HTML elements like <article>, <section>, <header>, and <footer>. Properly configure your XML sitemaps for easy content crawling and indexing. We also suggest creating a lightweight UTF-8 encoded text index under 100KB at your root domain to outline the core, valuable content for AI agents. 

Top Content Types LLM Prefers to Cite

Now that you are aware of why does LLM cite one website instead of another, here’s an overview of the content types LLMs prefer: 

• Reviews: LLMs highly prioritize review-based content where people share their experiences and opinions on particular products or services. Focus on creating unique yet engaging product reviews, customer experience reports, and service analysis. It can also increase your overall sales, as 82% of consumers visit review sites to purchase a product. 
• FAQs: When users visit an LLM, they have a particular query, and creating FAQ-based content aligns with their intent. You should add FAQs to your write-ups so AI can extract direct, specific, brief, and conversational answers. Common examples include product FAQs, troubleshooting FAQs, and service-related questions. 
• Comparison Content: LLMs also prefer comparison content as users often want to understand the difference between two or more products or solutions before making a decision. You can create side-by-side comparisons or tables to organize the data so AI can easily extract relevant information. 
• Lists: If you want to get cited, list-based content can also be a great option since it’s properly structured. For instance, you will create writeups such as “10 Best Alternatives to….” or “5 Ways to….” 

While you’ve gotten a generic overview of key factors that influence LLM suggestions, you should know that each LLM has a different ranking mechanism. Some might prefer traditional SEO, and others look for semantic relevance or real-time data retrieval. 

Conclusion 

The answer to why does LLM cite one website instead of another lies in the type of content you create, its structure, and overall authority. You should audit your content regularly, get brand mentions, and enhance off-page trust to stay ahead.