Proof of Usefulness Report

AIMerch

Analysis completed on 1/24/2026

+2
Proof of Usefulness Score
You're In Business

The submission for AIMerch appears to be a low-effort or potentially fabricated entry. The domain 'aimerch.io' yields no significant search results, and the claim that 'most people have used my product' is demonstrably false for a specialized B2B retail analytics tool. Additionally, listing 'marketcap' under revenue suggests a cryptocurrency token project rather than a functional business, or a fundamental misunderstanding of business metrics. The target audience of 'everyone' contradicts the niche nature of retail shelf analysis. With zero verifiable traction and high-risk flags, the project scores near zero.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.38
Evidence Of Traction+0.00
Market Timing Relevance+0.50
Functional Completeness+0.00
Subtotal+2.13
Usefulness Multiplierx0.94
Final Score+2

Project Details

Project URL
Description
AIMerch leverages AI and computer vision to transform retail shelf analysis. Our technology streamlines the process, delivering real-time product insights and competitive data. We help product manufacturers and distributors make informed decisions through automated recommendations. Join us in shaping the future of retail.

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