Proof of Usefulness Report

OpSwift

Analysis completed on 3/8/2026

-4
Proof of Usefulness Score
Lab Mode

The project 'OpSwift' (URL: opswift.co.uk) has no detectable digital footprint or active website. The submission contains significant red flags, most notably the claim that 'most people have used my product,' which is demonstrably false for a 2025 startup with a 6-person team. The email address suggests a student or personal project. The 'marketcap' figure is non-standard and unverifiable. Due to the lack of a functional product, verifiable traction, and the presence of exaggerated claims, the project receives a negative score.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction-10.0
Market Timing Relevance+3.0
Functional Completeness+0.25
Subtotal-3.5
Usefulness Multiplierx1.12
Final Score-4

Project Details

Project URL
Description
We make AI work for your business, without the jargon, drama, or tech headaches. At OpSwift, we help businesses speed up operations, cut admin, and fix clunky processes using smart, practical AI. What we do: ⚡ Bespoke AI - AI tools designed around your processes ⚡ Ready to Go AI - Plug in tools to automate the boring stuff ⚡ Smarter workflows, faster reporting, less admin hassle We don’t replace your team... unless you want us to! Our AI helps people do more, faster, without burning out or getting stuck in repetitive tasks.

Algorithm Insights

Market Position
Early stage requiring focused development
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