YOUR WEBSITE, READY FOR AI
A smart knowledge layer for your website. Connect your pages, products and expertise so people, search engines and AI agents can find the right answers — and find you.
Your website. Your knowledge. More ways to be found.
One connected knowledge layer
Make your business easier to discover across search and AI.
Give your products, services and expertise clear meaning.
Turn your content into answers and connections.
Your website already holds the story of your business. Nexus is designed to make that knowledge understandable beyond the page — with clear identities, connected facts and answers that lead back to you.
Make your expertise part of the answer.
Knowledge spread across pages, documents and systems.
A coherent source of knowledge for people and machines.
ONE LAYER. A WORLD OF POSSIBILITIES.
Start with your public website. Build toward connected discovery, useful conversations and new integrations from the same trusted content.
Make it easier for search engines and AI systems to understand what your company does, which products you offer and where your expertise belongs.
Structured pages, linked identities and useful, published answers give discovery systems more context to work with.
Describe products, people, services and their relationships with consistent semantic annotations. Keep your existing website and make its meaning explicit.
Use schema.org and the vocabularies that fit your domain, published through JSON-LD, RDFa or Microdata.
Bring pages and structured records into an RDF knowledge graph. Connect an offering to its experts, specifications, use cases and supporting sources.
Combine page search with graph relationships for richer retrieval and answers grounded in your content.
Make approved content available through a documented API and Model Context Protocol server. Give agents a clear route to your text and structured knowledge.
A read-only SPARQL endpoint adds precise queries over linked data. Shared retrieval keeps these interfaces consistent.
Help visitors explore your offerings through questions, with answers grounded in approved pages and connected knowledge — and links back to the sources.
Publish useful questions and answers as accessible pages too, creating content that people can browse and search engines can index.
Define which sources are public and which remain restricted. Extend to organisation wikis and social channels when they support your goals.
Source permissions belong in the publishing and retrieval flow. Connecting a private source does not make it public.
HOW NEXUS CONNECTS IT ALL
One publishing flow turns what you already know into information that works across your website, search and AI.
Connect
Pages, products, profiles and published records.
Understand
Identify entities and relationships, then validate and version the export.
Connect the knowledge
Searchable page sections, semantic annotations and linked facts.
Make it available
Consistent access to approved text and structured knowledge.
Reach further
More ways to discover your expertise, offerings and answers.
Extend when it adds value
BUILT AROUND YOUR BUSINESS
Connect your services to the problems they solve, the people behind them and the evidence that supports your work.
Connect specifications, documentation, compatibility and use cases so your catalogue becomes useful knowledge.
Connect articles, people, projects and topics so valuable material can be found and reused with its context intact.
Add a knowledge layer around your existing site and publishing workflow. Plan the integration to fit your CMS.
Use portable text and RDF with documented interfaces. Connect Dobriy AI Graph or a compatible SPARQL service.
Preserve sources, versions and access rules so information can be traced, reviewed and updated.
A FEW GOOD QUESTIONS
Nexus is a smart knowledge layer for websites. Its architecture connects text retrieval, semantic annotations and an RDF knowledge graph with a documented API, MCP server, website chat and read-only SPARQL access. The goal is to make your company's published knowledge easier for people, search engines and AI agents to discover and use.
The approach is to add a layer around your existing website and publishing workflow. The integration depends on your CMS, sources and hosting. We start by identifying what you already publish and where annotations, exports and connectors can fit.
Nexus complements SEO by making the meaning and relationships in your content explicit, then making that knowledge available through additional interfaces. Semantic annotations can help search systems interpret eligible content. A knowledge graph, API and MCP server support uses beyond conventional search results.
No service can guarantee a search ranking, a rich result or inclusion in an AI answer. Nexus focuses on what you can improve: accessible content, clear entity descriptions, useful answers, source links and documented ways to retrieve your knowledge. External platforms decide what they index and show.
Retrieval-augmented generation, or RAG, supplies relevant source passages to an AI system before it answers. GraphRAG also uses relationships between entities, such as which expert works on a service or which documentation belongs to a product. Nexus brings page retrieval and graph retrieval into the same architecture.
The architecture supports optional organisation wikis and other sources with defined access restrictions. Private material must stay within its permitted audience. The graph layer can use Dobriy AI Graph or a compatible SPARQL endpoint, with integration and access controls scoped for your deployment.
This site introduces Nexus and its reference architecture. A live product demonstration will follow. Contact Dobriy AI to discuss a pilot, your content sources and an appropriate implementation scope.
Send us your website and the outcome you want to improve. We will discuss the content, integrations and access requirements, then define a pilot and its scope. Pricing is agreed for the implementation rather than assumed from a one-size-fits-all plan.
LET’S CONNECT YOUR KNOWLEDGE
Make sure your knowledge is ready to meet them. Tell us about your website and the opportunities you want to unlock.
Discuss Nexus with usoffice@dobriy.aiStart with a conversation. Define a focused pilot together.