Proof of Usefulness Report

Illuminate Tech

Analysis completed on 3/7/2026

+325
Proof of Usefulness Score
Certified Problem Solver

Illuminate Tech is a verifiable UK-based consultancy with significant traction in online safety and AI regulation, evidenced by contracts with the Australian Government and InnovateUK. However, the submission itself was of extremely poor quality ('ThunderClaw', generic 'Internet' tech, false 'most people' traction claim). The project scores highly on utility and verifiable traction via external search, but the score is capped by the lack of direct detail and the niche B2B/B2G nature of the work.

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Score Breakdown

Real World Utility+101
Audience Reach Impact+45
Technical Innovation+51
Evidence Of Traction+101
Market Timing Relevance+43
Functional Completeness+1
Subtotal+342
Usefulness Multiplierx0.95
Final Score+325

Project Details

Project URL
illuminatetech.co.uk
Description
We build expertise on novel technologies through research, specialising at the intersection of AI and online safety. We put that knowledge into practice, by advising organisations on how to deploy tech effectively and responsibly. We bridge the gap between software developers, policy makers, and the general public, by producing accessible resources on issues at the intersection of tech and policy.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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