Round 1 Winners!
Proof of Usefulness Report

ConnectWorks Inc.

Analysis completed on 3/19/2026

+32.42
Proof of Usefulness Score
You're In Business

The project addresses a genuine need in community networking with a solid core concept, but the submission is plagued by vague and unsupported claims. Assertions like audience reach for 'everyone' and traction stating 'most people have used my product' lack credibility and verifiable metrics. Due to the absence of concrete data and poor response quality, the quality factors for reach, traction, and response quality are heavily penalized, placing this project firmly in the minimal traction category.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+7.5
Evidence Of Traction+1.875
Market Timing Relevance+6.0
Functional Completeness+0.25
Subtotal+34.125
Usefulness Multiplierx0.95
Final Score+32

Project Details

Project URL
Description
When the right people connect, magic happens! Yet, networking is currently a hit or miss! Out of every 100 people that we interact with, on average, only a single one of them leads to a meaningful relationship. ConnectWorks's mission is to achieve a 20-fold increase in the efficiency of networking using data, machine learning, and curated partnerships with communities and organisations. Our product is a white-labeled "connection network" that adds a layer of relationship intelligence for a community. It enables members to find warm introductions to people they want to meet and they should meet them. It empowers community managers as well as natural connectors within the community to share their contacts and help others efficiently. The platform pulls massive amount of data on people, companies, and events and deploys an AI recommender engine to find the most relevant connections. It also tracks success of introductions and creates beautiful reports.

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