What is it?
LLMSE, which stands for LLM Search Engine, is a service that revolves around using artificial intelligence to categorize websites based on automatic analysis. It is primarily used to organize websites into categories, which makes them more discoverable and researchable. Moreover, it can help you with everything from SEO analysis to market share analytics.
How It Works
The entire LLMSE solution is based on you entering the URLs of websites that you would like to learn more about. All you have to do is visit the official LLMSE website, enter your chosen URL, and hit “Classify” to get a full analysis of a given website. You do not have to provide any proof of ownership, as that does not matter to this classifier. The results that you get are categorized for marketing, SEO, and other analytical concerns. Moreover, each category can be clicked on, thus allowing you to explore websites of similar ranking and structure. What is more, all of this is fully accessible without an account.
Highlights
- Website searches and analysis can be done with Ais thanks to MCP support.
- There is full REST API support for classic online queries.
- Websites are categorized and classified based on modern criteria.
- Categorized websites can be explored with their associated tags.
- You get full insights into how a website is explored and graded.
- You have indirect access to the world’s largest domain database.
Use Cases
Do you run a website, but do not know why it is not being ranked very high? Have LLMSE analyze it for free, thus saving you thousands on hiring SEO professionals, and understand where your website is weak. Moreover, you can compare your site with similar websites.
Are you trying to prepare your website for the age of AI internet exploration? See how Claude searches and understands your website by providing it with LLMSE’s MCP integration with just one URL.
Are you an online marketer who wants to understand online marketing better? Understand how and why your managed websites are ranked. See how websites exchange advertisements with MuAX Exchange. Provide your team with insights into how to improve the performance of your site based on AI analysis in minutes.
Are you building a web-based AI tool and need plenty of training and validation data? Provide your tool with LLMSE access and have it automatically scour the web and analyze websites. Further integration with LLMSE will put SEO, EEAT, sentiment, technology, audience, language, and various other insights at your fingertips.
Accessibility and Developer Options
The entire LLMSE solution is incredibly accessible to both humans and bots thanks to full browser support and MCP integration. The latter provides you with a public MCP address, which is essentially a REST API address for AI assistants like Claude. You can, therefore, easily integrate LLMSE into your development project with minimal effort.
In addition to this, the MCP integration that opens the door to AI queries, there is also a public JSON API with OpenAPI 3.1 spec and interactive Swagger documentation. So, in short, you also have access to a REST API.
Compatibility
The process that is behind LLMSE is called Ollama, and it is used for local LLM inference, while Google Gemini, the solution’s other component, is used for remote classification. This workflow is compatible with various website formats and categories, making the solution compatible with virtually every website on the web.
Company
The company behind LLMSE does not disclose itself on the official website, but LLMSE is part of the DomainsProject, an open-source initiative to analyze and understand the internet. Their end goal is to make the web more discoverable and organized. However, the website does list an email contact, so you can reach out and have your website delisted, reclassified, or even propose a partnership.
