Proof of Usefulness Report

Collective Intelligence Co.

Analysis completed on 3/11/2026

-34.5

Proof of Usefulness Score

Lab Mode

The project submission contains significant red flags, primarily regarding exaggerated and unverified traction claims ('most people have used my product') and vague target demographics ('everyone'). As a consulting service with a small team and questionable financial claims, it lacks verifiable proof of scale or technical innovation, warranting a negative calibration score based on the methodology.

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Score Breakdown

Real World Utility+25.0

Audience Reach Impact+5.0

Technical Innovation+3.75

Evidence Of Traction-125.0

Market Timing Relevance+60.0

Functional Completeness+1.25

Subtotal-30

Usefulness Multiplierx1.15

Final Score-34

Project Details

Project URL

thecollectiveintelligence.co

Description

Collective Intelligence is charting tomorrow’s breakthroughs and innovation pathways at the intersection of humans, AI, and data. We help leaders harness AI not just as a tool, but as a Thought Partner — one that stress-tests decisions, expands perspectives, automates intelligently, and creates safer pathways through complexity. Our focus is on enabling strategic clarity: helping organisations think deeper, decide faster, and unlock new opportunities for innovation.

Algorithm Insights

Market Position

Early stage requiring focused development

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