Proof of Usefulness Report

AREYTech Ai

Analysis completed on 2/8/2026

+42
Proof of Usefulness Score
You're In Business

AREYTech (AreyLight) is a legitimate early-stage startup based in Turkey offering AI-driven smart lighting solutions. While the project addresses a valid utility (energy efficiency in smart cities) and integrates modern AI models (YOLO, DeepSeek), the submission itself contains significant exaggerations. The claim that 'most people have used my product' is demonstrably false for a B2G infrastructure product with approximately $200k annual revenue and ~6 employees. The stated 'marketcap' of 17,000,000 lacks currency context (likely TRY or valuation, not public cap). The low score reflects the disparity between the submitter's delusional claims and the actual, albeit promising, early-stage reality of the business.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+1.5
Technical Innovation+9.75
Evidence Of Traction+2.5
Market Timing Relevance+8.5
Functional Completeness+0.13
Subtotal+41.13
Usefulness Multiplierx1.02
Final Score+42

Project Details

Project URL
Description
AREYLight, redefine Energytech and conserve electricity usage by ensuring that lighting units can be controlled remotely and efficiently through the use of artificial intelligence. Their solution aims to make our cities autonomous by consolidating smart lighting technologies with other smart city applications to reduce expenses and maximize return on investment. Smart Units created by AreyLight turn into Autonomous Lighting groups with neural network communication which assists in gaining efficiency values that surpass any available in the market.

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