Round 1 Winners!
Proof of Usefulness Report

Tarjimly

Analysis completed on 3/24/2026

-55
Proof of Usefulness Score
Lab Mode

The project concept (Tarjimly) has high real-world utility, but this submission exhibits severe red flags indicative of spam or falsified data. Issues include a suspicious email address, wildly exaggerated team size (750), nonsensical financial metrics ('all time marketcap: 2500000' for a non-profit app), and blatantly unsupported traction claims ('most people have used my product'). Due to these clear red flags, the submission is heavily penalized into a negative score per calibration guidelines.

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Score Breakdown

Real World Utility+50
Audience Reach Impact-25
Technical Innovation+25
Evidence Of Traction-75
Market Timing Relevance+25
Functional Completeness-50
Subtotal-50
Usefulness Multiplierx1.1
Final Score-55

Project Details

Project URL
Description
Tarjimly is a global community dedicated to improving the lives of refugees by eliminating language barriers. The Tarjimly app trains and connects on-demand volunteers, like translators and interpreters, with refugees and humanitarian organizations. We use machine learning matching to efficiently mobilize millions of people’s remote skills, empower refugees with language access and paid translator opportunities, and improve humanitarian outcomes across health, asylum, education, and employment. Our team is made up of refugees and immigrants, our co-founders are MIT graduates, YC alum, Echoing Green fellows, and Forbes 30 Under 30, and our advisors are experts in translation, SaaS technology, and disaster response.

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