Proof of Usefulness Report

Lilu, Inc

Analysis completed on 1/24/2026

+51
Proof of Usefulness Score
You're In Business

The submission describes a legitimate Femtech product (Lilu Massage Bra) validated by external search (NSF grant, active sales), but the submission data itself contains severe errors and false claims. The product name 'LunarBlade' appears to be a copy-paste error (likely from a gaming context), and the traction claim 'most people have used my product' is demonstrably false for a niche breastfeeding device with <$100k estimated revenue. While the underlying technology (robotic lactation support) has high utility and innovation, the submission's credibility is critically low, resulting in a score reflecting potential utility heavily penalized by poor data integrity.

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Score Breakdown

Real World Utility+21.25
Audience Reach Impact+4.0
Technical Innovation+10.5
Evidence Of Traction+3.75
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal+46.75
Usefulness Multiplierx1.09
Final Score+51

Project Details

Project URL
Description
Lilu builds tech-enabled products using robotics and IoT to make post-partum care more comfortable, efficient and pain-free

Algorithm Insights

Market Position
Growing utility with room for optimization
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