Data as of Aug 25, 2026 · Based on 3,181,687 AI responses across 10,525 prompts · See how Parse measures this
Sources
neo4j.com shapes more of what AI says about Neo4j than any other source, at 41% of its citations.
medium.com · youtube.com · arxiv.org · blakecrosley.com
The market map
AI Knowledge Graph Platforms →Excerpts where Neo4j appeared in the AI's answer
Neo4j has unusually good tooling for the entire pipeline: extracting entities/relationships from documents, storing the lexical/document graph and entity graph, hybrid vector + graph retrieval, and feeding retrieved context to an LLM.
Neo4j remains the most mature graph database with the richest ecosystem for AI
Excerpts where Neo4j appeared in the AI's answer
Neo4j as the gold standard for storing entity relationships, organizational hierarchies, and multi-hop reasoning paths.
Excerpts where Neo4j appeared in the AI's answer
Neo4j is better if you want something like: docs ───────┐ ├─> entity/concept extraction ─> knowledge graph source code ─┘ ├─> glossary ├─> ontology └─> semantic search / agents
Excerpts where Neo4j appeared in the AI's answer
Neo4j added support for vector fields as a first class citizen to its nodes and vector search
