Proof of Usefulness Report
Human + Machine AI Consulting
Analysis completed on 3/10/2026
+25.65
Proof of Usefulness Score
You're In Business
AI consulting boutique addressing a highly relevant market gap, but severely penalized due to implausible and exaggerated claims regarding audience reach and traction ('most people have used my product'). Confusing financial metrics ('marketcap 500000') and lack of custom technical innovation result in a very low overall usefulness score.
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Score Breakdown
Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+1.25
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+27.0
Usefulness Multiplierx0.95
Final Score+26
Project Details
Project URL
Description
Human + Machine is a AI consulting boutique focusing on integrating AI into companies strategies and transformation journeys. We help from idea to scale and rollout, from co-creating a roadmap, to hiring and managing multi-year, multi-million programs across companies of all sizes. We also support fractional role needs (CRO, CDO, CAIO) from start up and scale ups, in the AI, consulting, and GTM in the B2B space. We have a network of partners that allow us to support your needs end-to-end.
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