Manta vs Quantum Metric

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

Quantum Metric 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
Quantum Metric logo

Quantum Metric

LeaderData & Analytics

Digital Experience Analytics

Quantum Metric is a leading digital analytics platform with 30+ consecutive quarters of growth, $100M+ ARR, $1B+ valuation, and $252M raised; used by enterprise retailers, airlines, and financial institutions.

AI VisibilityBeta
Overall Score
B73
Category Rank
#27 of 161
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
68
Perplexity
79
Gemini
75

About

Quantum Metric is an enterprise digital experience analytics platform that captures, analyzes, and quantifies the impact of every user interaction across web and mobile applications. Founded in 2015 by Mario Ciabarra and headquartered in Colorado Springs, Quantum Metric enables product, engineering, and analytics teams to identify friction in digital journeys, quantify the revenue impact of issues in real time, and prioritize fixes by business value rather than technical severity. Its platform continuously captures session data and auto-classifies errors, rage clicks, and abandonment events, surfacing actionable insights without requiring manual tagging.

Full profile

AI Visibility Head-to-Head

52
Overall Score
73
#93
Category Rank
#27
77
AI Consensus
75
stable
Trend
stable
49
ChatGPT
68
57
Perplexity
79
47
Gemini
75
51
Claude
77
50
Grok
74

Key Details

Category
Automated Data Lineage & Impact Analysis
Digital Experience Analytics
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.