Proof of Usefulness Report

Adeptmind

Analysis completed on 1/5/2026

+631
Proof of Usefulness Score
Category Standard

The project 'Adeptmind' is a verified, established B2B SaaS company in the retail AI space with significant traction (Series A funding, ~$10M+ estimated revenue, ~150 employees, and major clients like Ulta Beauty and Decathlon). The company fundamentals significantly exceed the calibration baseline. However, the submission quality was abysmal, containing contradictory names ('MysticWing'), incorrect tags ('games'), and hyperbolic claims ('most people have used my product'). The score reflects the strong, verified reality of the business entity, dampened by the poor quality of the submission data.

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Score Breakdown

Real World Utility+21
Audience Reach Impact+16
Technical Innovation+11
Evidence Of Traction+20
Market Timing Relevance+8
Functional Completeness+0
Subtotal+77
Usefulness Multiplierx0.82
Final Score+631

Project Details

Project URL
adeptmind.ai
Description
Our technology is using the most advanced branch of AI called Deep Learning. Artificial Intelligence for online search is definitely an ecomm game changer.\n\nAdeptmind supports all major platforms from Shopify to PrestaShop. API connectors for any other popular platforms are also available at your convenience.\n\nOur machine is constantly learning the latest trends to understand your customers’ wants \u0026 needs and always show the most relevant products.\n\nOur powerful AI technology doesn’t require you to do any manual work. We build an amazing search for the needs of your store to take your business to the next level.
Audience Reach
everyone
Target Users
everyone
Technologies
Developer Tools, Games, Entertainment
Traction Evidence
most people have used my product

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