Proof of Usefulness Report

Flywheel Software

Analysis completed on 1/21/2026

+118
Proof of Usefulness Score
Gaining Momentum

The submission presents a major identity mismatch: the project name 'DeepClaw' (a robotic hardware benchmark) contradicts the description and URL, which describe 'Flywheel Software' (now rebranded as GrowthLoop), a legitimate B2B data activation platform. While the underlying company (Flywheel/GrowthLoop) has high real-world utility and verified enterprise traction (e.g., Boston Red Sox, Google), the submission itself is of extremely low quality, containing nonsensical claims in structured fields (e.g., traction described as 'most people have used my product'). The score reflects the high value of the described technology, heavily penalized by the erroneous and unverifiable data provided in the form.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+8.0
Technical Innovation+12.0
Evidence Of Traction+17.0
Market Timing Relevance+9.0
Functional Completeness+0.25
Subtotal+68.75
Usefulness Multiplierx1.15
Final Score+79

Project Details

Project URL
flywheelsoftware.com
Description
You've built a great cloud data warehouse for your company. We help you make it drive revenue.\n\nFounded by a team of ex-Googlers, Flywheel has created a way to turn your customer data into intelligent, dynamic customer segments that drive up your customer’s lifetime value by 15%-20%. Our customers include top companies like Google, Indeed and the Boston Red Sox. We are a fast growing, profitable, cloud technology startup based out of SanFrancisco, New York, and Toronto. If you are looking to join a high growth cloud technology company we are hiring in engineering and sales!

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