Proof of Usefulness Report

StructQ Ltd.

Analysis completed on 2/18/2026

+83
Proof of Usefulness Score
You're In Business

StructQ is a verifiable B2B compliance startup (registered in UK, ops in Slovenia) with significant early traction, including selection for the Telekom Slovenije INO.LAB 2025 accelerator. However, the PoU submission itself was low-quality, containing hyperbolic claims ('everyone', 'most people have used my product') that contradict its niche enterprise nature. Despite the poor submission, external validation confirms high utility, a working product, and legitimate market entry.

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Score Breakdown

Real World Utility+27.0
Audience Reach Impact+2.0
Technical Innovation+12.0
Evidence Of Traction+24.0
Market Timing Relevance+9.0
Functional Completeness+0.25
Subtotal+74.25
Usefulness Multiplierx1.12
Final Score+83

Project Details

Project URL
structq.com
Description
An API-first intelligence layer platform that uses structured AI reasoning to automate complex compliance workflows and provide document intelligence. We help enterprises transform their document-heavy audit processes, reducing manual review from weeks to just hours while ensuring regulatory traceability. Our platform's core features include: - Zero-retention architecture and enterprise-grade security to protect sensitive data. - Traceable audit trails with court-admissible reasoning and source citations. - Developer-friendly APIs for seamless integration into existing systems. - Support for multiple languages and custom compliance frameworks.

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