Proof of Usefulness Report

Cosmos Data Technologies

Analysis completed on 1/18/2026

+240
Proof of Usefulness Score
Gaining Momentum

Cosmos Data Technologies is a verifiable B2B software company providing cloud-native reporting for Microsoft Dynamics 365 Business Central. External research confirms the existence of the company, a team of ~11-50 employees, and partnerships with established firms like Stoneridge Software. However, the submission quality is extremely poor, containing false claims (e.g., 'most people have used my product', 'audience reach: everyone') and lacking specific data. The score reflects the legitimate utility and traction of the business found via independent verification, heavily penalized for the inaccurate and low-effort submission.

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Score Breakdown

Real World Utility+85
Audience Reach Impact+22
Technical Innovation+42
Evidence Of Traction+49
Market Timing Relevance+32
Functional Completeness+2
Subtotal+232
Usefulness Multiplierx1.03
Final Score+239

Project Details

Description
Cosmos Data Technologiesis in the Business Intelligence Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Analytics, Business Intelligence, Cloud Computing
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Growing utility with room for optimization
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