Proof of Usefulness Report

Workstreams.ai

Analysis completed on 2/2/2026

+204
Proof of Usefulness Score
Gaining Momentum

The submission references a legitimate productivity tool (Workstreams.ai) but is filled with critical inaccuracies and unverifiable claims. While the URL points to a functional Slack/Microsoft Teams integration with real-world utility, the submission lists the project name as 'GoldenGale' (incorrect), claims a team size of 280 (LinkedIn data suggests ~20-50), and asserts 'most people have used my product' (factually false). The 'marketcap: null' revenue entry further indicates a low-effort or automated submission. The score reflects the actual utility of the underlying software, heavily penalized for the deceptive and low-quality submission data.

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Score Breakdown

Real World Utility+96.25
Audience Reach Impact+30.00
Technical Innovation+30.00
Evidence Of Traction+37.50
Market Timing Relevance+48.00
Functional Completeness+2.50
Subtotal+244.25
Usefulness Multiplierx0.84
Final Score+204

Project Details

Project URL
Description
Our customers range from across industries and verticals, with a few common threads; they are the workers of tomorrow, not bound by one compartmentalized skill, they are at-home within a hybrid setup, and they are not bound by the constraints of legacy work frameworks. The Workstreams.ai ideal customer tailors their own Workflows and processes.

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