Methodology
Benchmark
Methodology
v1.0
Updated July 2026
The AnalystGenius Benchmark evaluates the breadth and accessibility of capabilities offered by analyst firms and market intelligence providers. The benchmark is designed to answer:
How comprehensively can a user research markets, companies, competitors and technology using each provider?
It does not measure overall firm quality, analyst expertise, customer satisfaction, market share or suitability for every use case.
Evaluation Dimensions
Each provider is evaluated across six neutral dimensions:
Coverage
The breadth of companies, industries, technologies, markets, and geographies available through the provider’s digital offering.
Data
The availability of proprietary research, market data, forecasts, company information, historical data, and analyst-produced insights.
Research & Analysis
The ability to compare companies, providers, markets, and performance using benchmarks, frameworks, scorecards, and analytical tools.
Monitoring & Intelligence
The ability to track developments over time through alerts, updates, dashboards, event monitoring, and emerging-signal detection.
AI & Automation
The use of AI and automation to support search, summarization, question answering, document analysis, research synthesis, and report creation.
Platform & Enterprise Readiness
The usability and accessibility of the digital offering, including search, personalization, collaboration, exports, integrations, permissions, and security controls.
Evaluation Framework
The benchmark evaluates providers against a structured framework of 56 standardized capability indicators spanning the complete digital research workflow.
DIMENSION
INDICATORS
Coverage
Data & Research
Analysis & Benchmarking
Monitoring & Intelligence
AI & Automation
Platform & Enterprise Readiness
8
10
10
8
10
10
Total
56
Each indicator represents a distinct capability that can be consistently evaluated across all eligible providers. Examples include: company coverage, industry coverage, historical data, benchmarking, comparative analysis, real-time alerts, AI search, document alaysis, data export, APIs, security controls, collaboration, personalization.
Capability Indicators
Each indicator has:
• A written definition
• A consistent scoring rubric
• Required evidence standards
• One of three possible scores (1.0, 0.5, 0.5)
For example:
INDICATOR
DEFINITION
Real-Time Monitoring
Natural Language Search
Provider Benchmarking
Continuously surfaces relevant developments without requiring manual research.
Allows users to retrieve information using conversational or semantic queries.
Enables structured comparison between companies or providers using standardized metrics.
Each confirmed capability contributes 1 point.
Each partially implemented capability contribute 0.5 points.
Not verified capabilities contribute 0 points.
A provider’s Capability Score is the sum of the points earned across all 56 indicators.
SYMBOL
MEANING
Sₚ
Cᵢ
56
Capability Score for provider p
Score assigned to capability indicator i
Total number of indicators in the framework
Review Process
Corrections
Limitations
Real-time intelligence. Institutional-grade research.
