Proof of Usefulness Report

Open Conjecture

Analysis completed on 1/28/2026

+6
Proof of Usefulness Score
You're In Business

The project 'Open Conjecture' presents significant red flags. Despite a professional-sounding description of an AI consultancy, the domain 'openconjecture.com' appears to have no web presence or search indexation. The submission contains verifiable falsehoods, such as the claim that 'most people have used my product' for a 6-person consultancy, and lists 'marketcap' instead of revenue. These factors, combined with a lack of specific technical details or verifiable traction, result in a near-zero score indicating a likely low-effort or fictitious submission.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+2.5
Functional Completeness+0.25
Subtotal+6
Usefulness Multiplierx1.05
Final Score+6

Project Details

Description
Open Conjecture is a boutique AI consultancy that transforms SaaS platforms into AI-powered market leaders. We specialize in seamlessly integrating cutting-edge AI capabilities—from autonomous agents and large language models to computer vision solutions—while preserving and enhancing our clients' existing customer relationships. Our team of AI architects and engineers partners with SaaS companies to unlock new revenue streams, automate complex workflows, and deliver unprecedented value to their customers. We don't just implement AI; we help platforms evolve into intelligent ecosystems that scale efficiently and maintain their competitive edge. What sets us apart is our deep understanding of both the SaaS business model and the practical applications of modern AI. We believe that successful AI integration isn't about replacing existing systems—it's about augmenting them to create something greater than the sum of its parts. Core Expertise: Custom LLM integration and fine-tuning for industry-specific applications Intelligent agent development for automated customer service and operations Computer vision solutions for content moderation and analysis Natural Language Processing for advanced text analytics and content generation Modern data architecture design for AI-ready infrastructure Partner with Open Conjecture to transform your SaaS platform into an AI-powered industry leader while maintaining the customer relationships you've worked so hard to build.

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