Proof of Usefulness Report
Radiant Datalytics
Analysis completed on 3/12/2026
+85
Proof of Usefulness Score
You're In Business
The submission addresses a relevant market (AI adoption for SMBs) but provides highly exaggerated and unsupported claims, such as 'most people have used my product' and an audience of 'everyone'. With no verifiable evidence of traction, vague technical details, and poor response quality, the project scores in the minimal traction range.
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Score Breakdown
Real World Utility+37.5
Audience Reach Impact+5.0
Technical Innovation+3.75
Evidence Of Traction+2.5
Market Timing Relevance+40.0
Functional Completeness+0.25
Subtotal+89
Usefulness Multiplierx0.95
Final Score+85
Project Details
Project URL
Description
Radiant Datalytics provides flexible solutions to meet each customer's needs individually. We focus on your maximizing your metric of choice, like customer satisfaction, monetary gain, etc., and work to find an efficient and cost-effective solution to reach your goal.
We primarily aim at identifying ROI-intrinsic changes. We strategically derive minimal expense change proposals for every individual business, personalized specifically for them.
Our target audience comprises small to medium size business owners who are yet to jump onto the boat of AI. Capitalizing through AI is the next inevitable change and we are here to make it easy and beginner-friendly for you.
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