Manta vs Collibra

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

Collibra leads in AI visibility (91 vs 26)
Manta logo

Manta

GrowthData Catalog

Automated Data Lineage & Impact Analysis

Manta is an automated data lineage platform that traces data flows across the full technology stack, providing impact analysis and compliance documentation for enterprise data teams.

AI VisibilityBeta
Overall Score
D26
Category Rank
#1 of 1
AI Consensus
47%
Trend
up
Per Platform
ChatGPT
19
Perplexity
20
Gemini
35

About

Manta is an automated data lineage platform that traces the complete flow of data across an enterprise's technology stack — from source databases and files through ETL tools, data warehouses, data lakes, BI platforms, and application code — by parsing the technical artifacts that define data transformations (SQL code, ETL job configurations, stored procedures, and application logic) and constructing a comprehensive lineage graph that documents every transformation step data undergoes from origin to consumption. Unlike catalog platforms that capture lineage only from query logs or metadata APIs, Manta's code-parsing approach captures lineage from the actual transformation logic even for data flows that are not logged at runtime, providing complete lineage coverage for complex enterprise environments with heterogeneous transformation tooling that mixes SQL, stored procedures, custom ETL code, and BI tool calculations.

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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
A91
Category Rank
#1 of 1
AI Consensus
60%
Trend
up
Per Platform
ChatGPT
99
Perplexity
95
Gemini
89

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

26
Overall Score
91
#1
Category Rank
#1
47
AI Consensus
60
up
Trend
up
19
ChatGPT
99
20
Perplexity
95
35
Gemini
89
19
Claude
95
36
Grok
82

Key Details

Category
Automated Data Lineage & Impact Analysis
Data Intelligence & Governance Platform
Tier
Growth
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Manta
Automated Data Lineage & Impact Analysis
Only Collibra
Data Intelligence & Governance Platform

Integrations

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