Zilliz vs Neo4j

Side-by-side comparison of AI visibility scores, market position, and capabilities

Neo4j leads in AI visibility (79 vs 58)
Zilliz logo

Zilliz

ChallengerData & Analytics

Vector Databases & AI Search

Creator of Milvus, most adopted open-source vector database (40K+ GitHub stars, 100M+ downloads). Founded 2017, Redwood City. Raised ~$113-132M. Private.

AI VisibilityBeta
Overall Score
C58
Category Rank
#50 of 161
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
59
Perplexity
61
Gemini
61

About

Zilliz is an AI infrastructure company founded in 2017 by Charles Xie, headquartered in Redwood City, California. It created and maintains Milvus, the world's most widely adopted open-source vector database with 40,000+ GitHub stars and 100M+ downloads. Raised approximately $113-132 million including a $60M Series B in August 2022.

Full profile
Neo4j logo

Neo4j

LeaderData & Analytics

General

World's leading graph database; Native graph storage for fraud detection and knowledge graphs, with GraphRAG enabling structured relationship context for enterprise AI.

AI VisibilityBeta
Overall Score
B79
Category Rank
#11 of 161
AI Consensus
88%
Trend
stable
Per Platform
ChatGPT
83
Perplexity
85
Gemini
80

About

Neo4j is the world's leading graph database platform, providing native graph storage and processing for applications that require understanding complex relationships between data entities — social networks, fraud detection, knowledge graphs, supply chain mapping, and recommendation engines. Founded in 2007 and headquartered in San Mateo, California with operations in Sweden, Neo4j pioneered the property graph model and the Cypher query language specifically designed for traversing graph relationships at scale.

Full profile

AI Visibility Head-to-Head

58
Overall Score
79
#50
Category Rank
#11
82
AI Consensus
88
stable
Trend
stable
59
ChatGPT
83
61
Perplexity
85
61
Gemini
80
54
Claude
82
58
Grok
84

Key Details

Category
Vector Databases & AI Search
General
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Zilliz
Vector Databases & AI Search

Integrations

Both integrate with
Only Zilliz
Only Neo4j

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