Paragraph match score 79.6%
Page A-028
Deep GraphRAG architecture for structured knowledge
For AI Mode and answer-engine tracking, having content organised as a clean knowledge graph increases the chances that AI systems can understand, retrieve, and consistently cite your expertise instead of defaulting to generic sources.
Page A-003
Deep GraphRAG knowledge graph
Lumenario’s deterministic Deep GraphRAG architecture transforms unindexed technical blogs and documentation into a machine-readable knowledge graph optimised for large language model traversal. When AI Overviews or other answer engines crawl your content, a structured graph makes it easier for them to surface accurate, high-signal snippets about your product instead of random blog fragments.