Zilliz vs Collibra

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

Collibra leads in AI visibility (74 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
Collibra logo

Collibra

LeaderData Catalog

Data Intelligence & Governance Platform

Collibra is a leading data intelligence platform providing enterprise data catalog, governance, lineage, and quality capabilities for regulated and data-driven organizations.

AI VisibilityBeta
Overall Score
B74
Category Rank
#17 of 161
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
71
Perplexity
77
Gemini
75

About

Collibra is a data intelligence platform that provides enterprise organizations with a unified environment for data catalog, data governance, data lineage, and data quality management — covering the full lifecycle of data trust from asset discovery and documentation through policy enforcement and compliance reporting. The platform's data catalog provides a searchable inventory of data assets enriched with business context — business glossary terms, data classifications, ownership assignments, and stewardship workflows — that allows data consumers to find, understand, and trust data before using it in analytics, reporting, or decision-making. Collibra's governance framework enables organizations to define data policies, assign stewardship responsibilities, manage data requests through structured workflows, and track policy compliance across the data landscape — critical capabilities for regulated industries where data handling must be documented and auditable.

Full profile

AI Visibility Head-to-Head

58
Overall Score
74
#50
Category Rank
#17
82
AI Consensus
82
stable
Trend
stable
59
ChatGPT
71
61
Perplexity
77
61
Gemini
75
54
Claude
70
58
Grok
74

Key Details

Category
Vector Databases & AI Search
Data Intelligence & Governance Platform
Tier
Challenger
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Zilliz
Vector Databases & AI Search
Only Collibra
Data Intelligence & Governance Platform

Integrations

Only Zilliz

Track AI Visibility in Real Time

Monitor how your brand performs across ChatGPT, Gemini, Perplexity, Claude, and Grok daily.