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:
Popularity
Reflects community visibility and reach. Based on collective traffic signals and social momentum.
Product Maturity
Evaluates how established and resource-backed a tool is, using indicators like team size, stage, and longevity.
Market Sentiment
Aggregated from peer-review platforms to represent overall sentiment and reliability from the global user base.
Growth Velocity
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.