Proof of Usefulness Report

Lazarus

Analysis completed on 1/24/2026

+685
Proof of Usefulness Score
Category Standard

Lazarus (Lazarus AI) is a verified, high-traction enterprise AI company specializing in OCR and document understanding, specifically within healthcare (processing ~1/3 of US medical records). While the project itself possesses exceptional utility, innovation, and verifiable market traction, the specific submission provided is of extremely low quality (generic 'everyone' audience, irrelevant 'fitness' tag, unverifiable 'most people' claim). The high score reflects the verifiable reality of the business found via external search, despite the poor submission effort.

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Score Breakdown

Real World Utility+90.0
Audience Reach Impact+35.0
Technical Innovation+85.0
Evidence Of Traction+90.0
Market Timing Relevance+85.0
Functional Completeness+5.0
Subtotal+745
Usefulness Multiplierx0.92
Final Score+685

Project Details

Project URL
Description
Lazarus Forms is a developer-friendly API that uses A.I. to extract key-value pairs as JSONs from any fax, form, or PDF. Handwriting compatible, and requiring no training, the Forms tool automates data entry tasks and enriches old databases, saving you time and effort.

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