Proof of Usefulness Report

Quilgo

Analysis completed on 3/8/2026

+341
Proof of Usefulness Score
Certified Problem Solver

Quilgo is a verified, high-traction EdTech platform with over 10 million installations on the Google Workspace Marketplace and 30 million+ exams processed. Despite a low-quality submission containing hyperbolic claims ('most people') and unclear revenue data ('marketcap 500000'), external validation confirms it is a dominant tool for online proctoring. The project demonstrates exceptional reach and utility, though the revenue-to-user ratio appears lower than the calibration benchmark.

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Score Breakdown

Real World Utility+22.50
Audience Reach Impact+19.00
Technical Innovation+11.25
Evidence Of Traction+21.25
Market Timing Relevance+8.50
Functional Completeness+0.25
Subtotal+82.75
Usefulness Multiplierx1.03
Final Score+341

Project Details

Project URL
Description
Quilgo is an online assessment platform with AI proctoring that provides efficient, secure, and customizable assessments for businesses, recruiters, and educational institutions. It offers features such as custom question types, multimedia elements, progress tracking, and detailed reports. Quilgo's AI-powered proctoring ensures reliable and unbiased assessments.

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