Proof of Usefulness Report

Screenloop

Analysis completed on 1/29/2026

+383
Proof of Usefulness Score
Certified Problem Solver

Screenloop is a verifiable, venture-backed 'Talent Operations Platform' (Seed/Series A, ~$9.5M funding) with a team of ~35, solving significant inefficiencies in hiring via AI. However, the submission quality is critically low, containing demonstrably false claims ('audience: everyone', 'most people have used my product') and lazy placeholders. While the project's real-world metrics (funding, team, product utility) justify a high valuation comparable to established brands, the PoU score is heavily penalized due to the lack of credible evidence provided in the submission itself. The final score reflects a strong company weighed down by a failed submission process.

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Score Breakdown

Real World Utility+135
Audience Reach Impact+40
Technical Innovation+63
Evidence Of Traction+100
Market Timing Relevance+85
Functional Completeness+2.5
Subtotal+425.5
Usefulness Multiplierx0.9
Final Score+383

Project Details

Project URL
Description
Screenloopis in the HRTech Industry

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