Proof of Usefulness Report

Kanary

Analysis completed on 2/3/2026

+332
Proof of Usefulness Score
Certified Problem Solver

Kanary is a verified privacy SaaS with estimated $1M+ annual revenue and ~20,000+ users, backed by the Mozilla Builders Incubator. While the submission contained hyperbolic claims ('everyone', 'most people'), independent research confirms it is a functional, revenue-generating business solving a high-utility problem. The project scores well on utility and timing but is penalized for low response quality and inaccurate reach claims compared to its actual niche market position.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+7.5
Evidence Of Traction+6.0
Market Timing Relevance+8.0
Functional Completeness+0.5
Subtotal+40.5
Usefulness Multiplierx0.82
Final Score+332

Project Details

Description
We're making it possible to find and remove the personal information that puts your privacy and security at risk - with one click. Check out kanary.com/about to learn more about us. Reach out if you're interested in joining our team. We're backed by the Mozilla Foundation and YCombinator Startup School.

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