Proof of Usefulness Report

Vouched

Analysis completed on 2/1/2026

+533
Proof of Usefulness Score
Industry Mainstay

Vouched (vouched.id) is a verified, VC-backed identity verification platform with significant market traction (approx. $10M+ ARR, 20M+ verifications, $32M+ funding). While the user submission contained outdated statistics (290k verifications) and hyperbolic claims ('most people have used my product'), independent analysis confirms it is a Series A company serving major industries like healthcare and finance. The low quality of the submission heavily penalized the Response Quality score, but the project's actual utility, reach, and traction warrant a high overall rating consistent with a growth-stage startup.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+17.0
Technical Innovation+12.0
Evidence Of Traction+27.0
Market Timing Relevance+8.5
Functional Completeness+1.0
Subtotal+88.0
Usefulness Multiplierx1.01
Final Score+533

Project Details

Project URL
vouched.id
Description
Vouched develops proprietary AI that powers visual ID verification and user onboarding - instantly. We do this through scalable APIs and tools aimed at developers to remove the friction of identity verification for their applications.\n\nVouched has identified more than 290,000 people, is an expert in 300 ID types covering the U.S., Canada, and Great Britain, as well as passports for 25+ countries -- and growing. Vouched is device agnostic, reduces fraud, and IDs and converts customers in real-time to grow revenue. \n\nThe Vouched AI is a proprietary hybrid of deterministic and probabilistic ML algorithms combined into a multi-stage decomposition and validation process. This enables Vouched to rapidly master thousands of ID types around the world, as well as new, emerging forms of ID, and fraud.\n

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