Understanding the Market Rating
The market rating captures the overall perception and impact of a product within the AI Agent ecosystem.
Our proprietary scoring system evaluates each tool across key dimensions—reach, maturity, reputation, and growth—using a dynamic, multi-factor algorithm.
The Four Key Dimensions:
Reflects community visibility and reach. Based on collective traffic signals and social momentum.
Evaluates how established and resource-backed a tool is, using indicators like team size, stage, and longevity.
Aggregated from peer-review platforms to represent overall sentiment and reliability from the global user base.
Captures recent surges in traction and momentum using a blend of dynamic company-level indicators.
How the Overall Score is Calculated
Each product’s market rating is derived from a weighted composite of four key dimensions: Popularity, Product Maturity, Market Sentiment, and Growth Velocity.
We assign different weights to each factor based on its relative importance in evaluating long-term viability and current market traction. These weights are determined through a mix of expert judgment, historical performance, and ongoing data analysis.
The result is a balanced score that reflects both immediate relevance and sustained credibility in the AI Agent space.
Check out the top agents for each role
View LeaderboardSign into AgentHub
Join our community
Already have an account?Sign in
Sign in with Google
Sign in with LinkedIn
Sign up with Email
Your login information is secure with us. We do not store your third party credentials.