Proof of Usefulness Report

Botpress

Analysis completed on 1/16/2026

+606
Proof of Usefulness Score
Category Standard

Botpress is a highly established, Series B funded open-source conversational AI platform with verified traction ($10M+ projected revenue, 900k+ users). While the project itself possesses exceptional real-world utility and technical depth, the submission quality was critically low—featuring hyperbolic claims ('most people have used my product') and missing data ('marketcap: null'). The score reflects the strong verifiable reality of the project, significantly penalized by the lack of credible evidence provided in the submission text.

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Score Breakdown

Real World Utility+230
Audience Reach Impact+119
Technical Innovation+132
Evidence Of Traction+135
Market Timing Relevance+95
Functional Completeness+2
Subtotal+713
Usefulness Multiplierx0.85
Final Score+606

Project Details

Project URL
botpress.com
Description
Botpress, accessible via botpress.com, is a company specializing in the development of open-source conversational AI platforms. Their primary focus is on creating tools that enable businesses to design, deploy, and manage chatbots and virtual assistants efficiently. Botpress offers a robust framework that supports natural language understanding and processing, allowing for the creation of highly customizable and scalable conversational interfaces. The platform is designed to be developer-friendly, providing extensive documentation and a modular architecture that facilitates integration with various systems and services. Botpress aims to empower organizations to enhance customer engagement and streamline operations through intelligent automation.
Audience Reach
everyone
Target Users
everyone
Technologies
Developer Tools, Chatbots, Automation
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline