Proof of Usefulness Report

Swae

Analysis completed on 1/31/2026

+277
Proof of Usefulness Score
Gaining Momentum

Swae is a legitimate, seed-funded (~$1.24M) B2B platform for AI-augmented decision-making, founded in 2018. However, the submission quality is critically poor, featuring demonstrably false claims (e.g., 'most people have used my product', 'audience reach: everyone') and a lack of verifiable metrics. While the technology addresses a valid enterprise problem (Real-World Utility) and operates in a relevant market (AI Governance), the score is significantly penalized due to the user's exaggeration and failure to provide credible evidence of the project's actual, albeit modest, traction.

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Score Breakdown

Real World Utility140.0 (Weighted)
Audience Reach Impact10.0 (Weighted)
Technical Innovation66.0 (Weighted)
Evidence Of Traction37.5 (Weighted)
Market Timing Relevance70.0 (Weighted)
Functional Completeness2.5 (Weighted)
Subtotal+326
Usefulness Multiplierx0.85
Final Score+277

Project Details

Project URL
swae.io
Description
Swae is a technology company that focuses on enhancing decision-making processes within organizations through its innovative platform. By leveraging artificial intelligence and collective intelligence, Swae provides a solution that allows employees to propose, debate, and vote on ideas, fostering a more inclusive and democratic environment. The platform is designed to improve engagement, transparency, and the quality of decisions by tapping into the diverse perspectives and insights of all members of an organization. Swae aims to transform traditional hierarchical decision-making structures into more collaborative and participatory systems, ultimately driving better outcomes and innovation.

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