Proof of Usefulness Report

CoreOps.AI

Analysis completed on 2/4/2026

+489
Proof of Usefulness Score
Industry Mainstay

The submission for 'CoreOps.AI' is extremely low-quality (empty description, erroneous 'marketcap' vs funding claim, 'everyone' audience), but external verification confirms it is a legitimate, venture-backed startup (raised $3.5M Pre-Series A in late 2024/2025). The project solves a genuine enterprise problem (AI modernization) and has verified traction via Siana Capital investment. The score reflects the high real-world potential and verified funding of the entity, significantly penalized by the amateurish submission quality and lack of direct user metrics.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+4.00
Technical Innovation+11.25
Evidence Of Traction+14.88
Market Timing Relevance+9.50
Functional Completeness+0.25
Subtotal+61.13
Usefulness Multiplierx0.8
Final Score+489

Project Details

Project URL

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