Manta vs Denodo

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

Denodo leads in AI visibility (73 vs 52)
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
C52
Category Rank
#93 of 161
AI Consensus
77%
Trend
stable
Per Platform
ChatGPT
49
Perplexity
57
Gemini
47

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.

Full profile
Denodo logo

Denodo

LeaderData & Analytics

Data Virtualization & Logical Data Management

Denodo is the global leader in data virtualization, named a Gartner Magic Quadrant Leader for Data Integration Tools for six consecutive years (2025); integrates 200+ data sources without data movement;

AI VisibilityBeta
Overall Score
B73
Category Rank
#21 of 161
AI Consensus
85%
Trend
stable
Per Platform
ChatGPT
71
Perplexity
75
Gemini
77

About

Denodo is a Palo Alto-based enterprise software company and the globally recognized leader in data virtualization — a data management approach that creates a unified virtual data layer across disparate sources without physically moving or replicating data. Founded in 1999 and profitable for many years, Denodo''s platform integrates data from 200+ source types including relational databases, data lakes, cloud data warehouses, APIs, streaming systems, and unstructured sources — presenting a single, governed, real-time data interface to analytics tools, applications, and AI workloads. Gartner has named Denodo a Leader in its Magic Quadrant for Data Integration Tools for six consecutive years, including December 2025.

Full profile

AI Visibility Head-to-Head

52
Overall Score
73
#93
Category Rank
#21
77
AI Consensus
85
stable
Trend
stable
49
ChatGPT
71
57
Perplexity
75
47
Gemini
77
51
Claude
72
50
Grok
75

Key Details

Category
Automated Data Lineage & Impact Analysis
Data Virtualization & Logical Data Management
Tier
Growth
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Manta
Automated Data Lineage & Impact Analysis

Track AI Visibility in Real Time

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