Proof of Usefulness Report

4c Labs

Analysis completed on 2/12/2026

+41
Proof of Usefulness Score
You're In Business

While 4C Labs operates in a high-potential sector (medical cannabis/telehealth) with evident regulatory engagement, the submission is severely undermined by hyperbolic and unverifiable claims (e.g., 'most people have used my product' and audience 'everyone'). The reported financial metric ($2.5M market cap) contradicts the claimed team size (125 employees), suggesting significant data inaccuracies. The score reflects a legitimate business intent heavily penalized for poor evidence quality and unrealistic traction signals.

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Score Breakdown

Real World Utility+20.00
Audience Reach Impact+2.50
Technical Innovation+3.00
Evidence Of Traction+2.50
Market Timing Relevance+8.00
Functional Completeness+0.50
Subtotal+36.5
Usefulness Multiplierx1.12
Final Score+41

Project Details

Project URL
4clabs.co
Description
4C LABS is a rapidly scaling healthcare, technology and pharmaceutical start-up focused on virtual prescribing, pharmaceutical distribution and clinical development in cannabis based medicinal products for human health. The empirical evidence for the efficacy of CBPM's as a therapeutic agent in the treatment of cancer related pain, anxiety, childhood epilepsy, spasticity and sleep disorders is now overwhelming. We are committed to advancing scientific research, as well as enabling the regulation, distribution and prescribing of CBPM's in the UK and Channel Islands. Our work with leading scientists, specialist physicians and pharmacists is underpinned with disruptive technologies that are driving an approach to treatment that prioritizes patients and evidence over stigma. We work closely with Drug Science, the Cannabis Industry Council, The Home Office, The Medicines and Healthcare and regulatory Authority and the Care Quality Commission to catalyse safe, regulated change in the medical landscape. If you are a technologist, physician, scientist, distributor, LP or a patient and are interested in working with us, get in touch for a conversation: info@4clabs.ca

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