Proof of Usefulness Report

REUFinder

Analysis completed on 2/26/2026

+216
Proof of Usefulness Score
Gaining Momentum

REUFinder is a verified, active platform with high utility for its specific niche (STEM students seeking research opportunities). While the submission contains hyperbolic claims regarding reach ('everyone') and confusing financial metrics ('marketcap' likely referring to lifetime revenue), external validation confirms the site is a legitimate, well-regarded resource in the academic community with a sustainable business model. The project demonstrates 'Small but promising' traction typical of a successful lifestyle business, warranting a score comparable to early-stage ventures but below high-scale tech brands.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+85.0
Audience Reach Impact+32.0
Technical Innovation+25.0
Evidence Of Traction+65.0
Market Timing Relevance+21.0
Functional Completeness+9.0
Subtotal+237
Usefulness Multiplierx0.91
Final Score+216

Project Details

Project URL
Description
The mission of REU Finder is to provide an easy way for ALL STEM students to access opportunities and to support individuals, organizations and mentors committed to promoting equity in STEM fields. As a first generation professional I have spent over twenty years working to change the face of STEM through multiple positions in higher education specializing in working with non-traditional students. Although the goal of REUFinder is to make non-traditional the norm. Students, I created REU Finder to give students you a quick and easy way to find paid research positions, scholarships, and internships regardless of GPA, previous experience, or citizenship status. There are enough opportunities for all and my job is to connect you to them. For PI's and REU Program Coordinators: I get it! It is hard to reach the students you want! This is exactly why I created this platform to help you reach the students that you are looking for. Connecting with students is my superpower!! I've run programs for years and reaching students is my forte!! For STEM Mentors: Whether you are running an internship program or you are an informal mentor you want to be sure that your mentees are connected. REU Finder is a one stop shop for resources for your STEM students. Through my website, webinars, and connecting with stakeholders committed to broadening participation in STEM I have a vested interested connecting my students to opportunities or should I say "our students" we're in this together! Feel free to reach out!! I'd love to connect and collab!!

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