Proof of Usefulness Report

BeeKeeperAI

Analysis completed on 1/15/2026

+558
Proof of Usefulness Score
Industry Mainstay

BeeKeeperAI is a legitimate, high-potential Series A healthcare startup (raised ~$12M) specializing in zero-trust confidential computing (EscrowAI). However, the project submission itself was of extremely low quality, containing hallucinations (e.g., claiming 'most people have used my product' and audience is 'everyone'). While the actual technology and market fit are strong (Microsoft/UCSF partnerships), the score is penalized by the false claims in the submission and the niche nature of the B2B enterprise product compared to the claimed broad reach.

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Score Breakdown

Real World Utility+22
Audience Reach Impact+4
Technical Innovation+13
Evidence Of Traction+12
Market Timing Relevance+9
Functional Completeness+0
Subtotal+62
Usefulness Multiplierx0.90
Final Score+558

Project Details

Project URL
Description
BeeKeeperAIis in the Healthcare IT Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Software Development, Messaging Communications, Healthcare Tech
Traction Evidence
most people have used my product

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