Proof of Usefulness Report

Sawback Technologies

Analysis completed on 1/29/2026

+60
Proof of Usefulness Score
You're In Business

The project represents a legitimate, VC-backed company (Sawback Technologies) with high-utility technology for underground sensing and safety. However, the submission itself is of extremely low quality, containing factually incorrect claims (e.g., 'most people have used my product', 'audience is everyone') and an unverified product name ('StarClaw' vs. actual product 'EdgeFuse'). While the underlying technology and business are promising (raised ~$2.65M, verified pilot projects), the Proof of Usefulness score is heavily penalized by the lack of credible evidence provided in the submission and the false traction claims.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+4.0
Technical Innovation+12.75
Evidence Of Traction+7.5
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+55
Usefulness Multiplierx1.09
Final Score+60

Project Details

Project URL
Description
Sawback Technologies has developed a proprietary solution to collect, visualize and analyze near-surface data to identify underground utilities to prevent worker fatalities.

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