What AI says about Memgraph
Since Jul 5Updated Oct 27, 2026Based on 43,179 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Memgraph is an in-memory, ACID-compliant graph database engineered for real-time analytics, delivering sub-millisecond traversals and high-throughput graph queries.
Products
- Lab<1%
<1%
of AI answers about Memgraph and its rivals
The market map
AI Knowledge Graph PlatformsMentioned in
- #1Neo4jMentioned in 76%Avg. position 4.2
- #2LangChainMentioned in 44%Avg. position 5.5
- #3tiedLlamaIndexMentioned in 35%Avg. position 5.9
- #3tiedAmazon NeptuneMentioned in 30%Avg. position 5.5
- #6tiedMemgraphMentioned in 29%Avg. position 6.5
- #6tiedMicrosoft GraphRAGMentioned in 27%Avg. position 4.7
- #8MicrosoftMentioned in 21%Avg. position 4.6
- #9tiedFalkorDBMentioned in 13%Avg. position 6.2
- #9tiedOpenAIMentioned in 13%Avg. position 7.3
- #9tiedDiffbotMentioned in 10%Avg. position 6.2
- #14tiedStardogMentioned in 9%Avg. position 5.3
- #14tiedspaCyMentioned in 8%Avg. position 6.6
- #14tiedLightRAGMentioned in 7%Avg. position 6.8
- #14tiedLinkuriousMentioned in 7%Avg. position 4.6
Where Memgraph ranks in AI
- AI Knowledge Graph PlatformsAI picks Neo4j most76%#6 of 214tied · 29%
- VC & Angel Investor DatabasesAI picks OpenVC most41%#157 of 1049tied · <1%
- Enterprise Cloud Storage & Data PlatformsAI picks AWS most29%#178 of 296tied · <1%
- AI Document Processing and OCR ToolsAI picks Azure AI Document Intelligence and 1 more about as often45%#187 of 614tied · <1%
Topics where AI mentions Memgraph
- Graph database visualization tool for generative AI explorationAI Knowledge Graph Platforms21%Rank #4tied#4tied
- Scalable unstructured data processing for legacy file serversEnterprise Cloud Storage & Data Platforms2%Rank #48tied#48tied
- AI picks mostMentioned in
- I want to build a knowledge graph from unstructured text and query it with an LLM. What's the best graph database and LLM integration?on this questionAI picks Neo4j most50%
Excerpts where Memgraph appeared in the AI's answer
Google AI ModeSep 13, 2026, Google AI Mode Memgraph: An in-memory, high-performance graph database compatible with Neo4j's Cypher query language
Google AI ModeSep 1, 2026, Google AI Mode While options like Amazon Neptune, TigerGraph, and Memgraph are powerful, Neo4j is the undisputed industry leader for LLM integration.
- I need to create a knowledge graph. What's an AI tool that can automatically extract entities and relationships from a large corpus of unstructured text documents?on this questionAI picks Neo4j most39%
Excerpts where Memgraph appeared in the AI's answer
Google AI ModeSep 30, 2026, Google AI Mode Do you already have a target graph database in mind (like Neo4j, Memgraph, or NetworkX)?
Google AI ModeSep 6, 2026, Google AI Mode Memgraph AI Toolkit (Unstructured2Graph) : Part of Memgraph's ecosystem, this tool is built to ingest unstructured text chunks
- I need a knowledge graph that can be queried by a Large Language Model.on this questionAI picks Neo4j most22%
Excerpts where Memgraph appeared in the AI's answer
Google AI ModeSep 6, 2026, Google AI Mode Amazon Neptune / Memgraph: Great if you are locked into AWS or require high-throughput, real-time memory graph operations.
Google AI ModeAug 21, 2026, Google AI Mode Memgraph: An in-memory, high-performance graph database that uses the Cypher query language and integrates smoothly with real-time AI workflows.
- What is the best tool for creating a knowledge graph by automatically extracting entities and relationships from unstructured text?on this questionAI picks Neo4j most31%
Excerpts where Memgraph appeared in the AI's answer
Google AI ModeJul 28, 2026, Google AI Mode Memgraph (with Unstructured2Graph): Combines Unstructured.io for text cleaning with LightRAG for entity/relationship extraction
Google AI ModeJul 24, 2026, Google AI Mode Memgraph provides tools like Unstructured2Graph to quickly convert unstructured data into graphs in minutes
- We need a living knowledge graph of how support refunds, sales discounts, and engineering incidents are handled. What products solve this?on this questionAI picks Neo4j most19%
Excerpts where Memgraph appeared in the AI's answer
ChatGPTAug 4, 2026, ChatGPT Custom operational graph: Neo4j, Memgraph, or Amazon Neptune behind the scenes
Google AI ModeJul 27, 2026, Google AI Mode Memgraph: Similar to Neo4j, but optimized for real-time streaming data
- I need a graph database visualization tool that works with generative AI exploration.on this questionAI picks Neo4j Bloom most23%
Excerpts where Memgraph appeared in the AI's answer
ChatGPTAug 22, 2026, ChatGPT Works with existing graph databases including Neo4j, BigQuery Graph, Memgraph
ChatGPTAug 10, 2026, ChatGPT If you tell me which graph database you're using (Neo4j, Neptune, Memgraph, ArangoDB, etc.)
How AI describes Memgraph
Common descriptions
high-performance · in-memory · excellent · fast · open-source · real-time
Tone of AI’s statements about Memgraph
- Positive45%
- Neutral51%
- Mixed2%
- Negative2%
How prominently AI mentions Memgraph
Position in answers
- Named first1%
- 2nd or 3rd31%
- Later68%
Each engine’s share of its own answers across Memgraph’s markets
- ChatGPT<1%
- Google AI Mode<1%
Compare Memgraph
Sources AI cites
memgraph.com 71%Other sites 29%
- Your site71%
- Building Entity Graphs: From Unstructured Text to Graphs in Minutes (opens in a new tab) · 17%
- From Documents to Knowledge Graphs: How to Use Unstructured2Graph RAG Tool (opens in a new tab) · 14%
- 4 Real-World Success Stories Where GraphRAG Beats Standard RAG (opens in a new tab) · 6%
- Memgraph | The In-Memory Graph Engine for AI Context (opens in a new tab) · 5%
- Welcome SQL2Graph + Unstructured2Graph: Your New RAG Tools in Memgraph’s AI Toolkit (opens in a new tab) · 4%
- Tools & integrations to extend your graph database (opens in a new tab) · 4%
- GraphRAG - Memgraph (opens in a new tab) · 3%
- Memgraph Lab (opens in a new tab) · 3%
- Knowledge graph creation (opens in a new tab) · 2%
- Knowledge Graphs with Memgraph (opens in a new tab) · 2%
- 4%
- [2501.00461] Efficient support ticket resolution using Knowledge Graphs (opens in a new tab) · 1%
- Retrieval-Augmented Generation with Knowledge Graphs for ... - arXiv (opens in a new tab) · 1%
- KGGen: Extracting Knowledge Graphs from Plain Text with Language Models (opens in a new tab) · 1%
- KGGen: Extracting Knowledge Graphs from Plain Text with Language Models (opens in a new tab) · 1%
The page AI cites most for Memgraph

