Proof of Usefulness Report

Lucidity

Analysis completed on 1/25/2026

+526
Proof of Usefulness Score
Industry Mainstay

Lucidity is a verified Series A B2B startup solving a critical FinOps problem (cloud storage waste) with $31M in funding and verifiable growth. However, the submission contained fabricated metrics ($29B market cap) which lowered the response quality score.

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Score Breakdown

Real World Utility+90
Audience Reach Impact+75
Technical Innovation+85
Evidence Of Traction+85
Market Timing Relevance+95
Functional Completeness+10
Subtotal+565
Usefulness Multiplierx0.93
Final Score+526

Project Details

Project URL
Description
Lucidityis in the Enterprise Storage Industry

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