Proof of Usefulness Report

DUGO

Analysis completed on 1/20/2026

+342
Proof of Usefulness Score
Certified Problem Solver

DUGO represents an established B2B entity (founded ~2015, ~17 employees) addressing a valid infrastructure problem (telecom energy management). However, the submission quality is critically low, containing demonstrably false claims ('everyone' audience, 'most people' traction). While the underlying business utility and market timing are strong, the score is heavily penalized by the lack of verifiable evidence provided in the input and the unreliable nature of the claims. The score reflects a legitimate 'small but promising' company, adjusted for submission negligence.

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Score Breakdown

Real World Utility+175
Audience Reach Impact+20
Technical Innovation+75
Evidence Of Traction+50
Market Timing Relevance+80
Functional Completeness+2
Subtotal+402
Usefulness Multiplierx0.85
Final Score+342

Project Details

Project URL
dugo.io
Description
Dugo helps wireless providers manage and optimize their cell towers’ energy requirements.\n\nDugo helps save on OpEx (Operation Expenditure) and CapEx (Capital Expenditure) related to cell towers energy needs. Dugo creates valuable insight on infrastructure energy matters while automating tasks currently performed manually.\n\nLike many other great products, Dugo was started as a solution to a problem we experienced ourselves. Our CEO and co-founder experienced these challenges firsthand when working in the wireless industry. Dugo's team has used its insights and connections to build an agile and flexible platform for the industry. \n\nDugo is a product of ongoing collaboration with field techs, engineers and managers. Using their feedback, we improve platform's experience. \n\nWe’re big believers in questioning the conventions and learning by listening and observing. Although Dugo is becoming a mature product, we believe that we have just scratched the surface of what's possible.
Audience Reach
everyone
Target Users
everyone
Technologies
Energy Solutions, Analytics, Devops
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