memgraph.com — August 2026 traffic, keywords & AI visibility

memgraph.com draws an estimated 8,258 visits a month from search engines. Effectively all of it is organic — about 8,258 visits from unpaid results. Spread across 1,028 ranking keywords, that averages roughly 8.0 organic visits per keyword.

On our AI visibility scale memgraph.com earns 95 of 100 points, a grade A+. It takes full marks for LLMS.txt, Crawlability and Structured data. The biggest gap is Company profile, at 22 of 25 points (7/8 core fields), worth 3 points if closed. It also loses points on SEO health (18/20).

The llms.txt on memgraph.com runs to 154 lines (8,569 characters) across 12 sections, last generated in April 2026. It introduces the site as "Memgraph - High-Performance Graph Database". It tells AI engines the business works in Graph Databases, Real-time Data Processing and AI and Machine Learning. It describes 4 products, with prices such as Memgraph Lab at Free and Memgraph Cloud at $0.10/hour + storage. Services it lists include Consulting & Migration, Custom Integrations, Performance Optimization and Training Workshops. The audience it names is Software Engineers, Data Scientists, Enterprise IT, aged 25-55 (Global). Technologies it mentions include C++, Cypher, Apache Kafka, Apache Spark and Docker. The keywords it claims start with "graph database", "in-memory database", "scalable database" and "graph computing".

# Memgraph - High-Performance Graph Database

## About
Memgraph delivers the world's fastest graph database, optimized for real-time streaming data and AI applications. It processes complex queries on massive graphs with sub-millisecond speeds, outpacing rivals like Neo4j in performance benchmarks. Built in-memory for ultimate efficiency, it supports ACID transactions and scales across distributed clusters without compromising consistency. Key users include cybersecurity firms tracking threats, e-commerce platforms building recommendations, and financial services detecting fraud in real time. The platform integrates natively with tools like Kafka, Spark, and graph ML libraries, making it a powerhouse for modern data pipelines. Open-source at heart, Memgraph offers enterprise-grade features such as role-based access, backups, and monitoring. Developers appreciate the intuitive Cypher language and visual tools in Memgraph Lab for rapid prototyping. From startups to enterprises, it unlocks insights from interconnected data that relational DBs can't touch. Continuous innovation includes vector embeddings for hybrid search and temporal queries for historical analysis. Memgraph's community-driven roadmap ensures it evolves with user needs in the graph-native era. It's deployed on-prem, in the cloud, or hybrid, fitting any infrastructure. Success stories highlight 50x query speedups a

Google lists memgraph.com for about 1,028 keywords, which together bring an estimated 8,258 organic visits a month.

The latest technical audit of memgraph.com scored 91 out of 100 overall. Performance is its weakest area at 77, while accessibility scores highest at 98. The audit makes 12 recommendations in all, and 2 of the 4 listed first are rated high priority or critical.

Memgraph's company profile names https://neo4j.com, https://arangodb.com, https://orientdb.org and https://couchbase.com as competitors. Its own llms.txt adds https://www.datastax.com and https://aws.amazon.com/dynamodb. Outside its market, the domains ranked closest to it in our worldwide ranking are wrestrus.ru, parrotprint.com, amsducati.com and myrex24.net.

https://neo4j.com

https://arangodb.com

https://orientdb.org

https://couchbase.com

https://www.datastax.com

https://aws.amazon.com/dynamodb