Proof of Usefulness Report

Wudpecker

Analysis completed on 2/2/2026

+29
Proof of Usefulness Score
You're In Business

While Wudpecker.io appears to be a functional AI sales/meeting assistant with valid market utility, the submission itself is of extremely low quality. Key claims such as 'everyone' for audience and 'most people have used my product' for traction are demonstrably false and unverifiable. The discrepancy between the project name 'Wudpecker' and the submitter name 'SilentFang', combined with zero concrete metrics, results in the minimum quality multipliers being applied. The project likely has higher real-world value than this score reflects, but the Proof of Usefulness methodology heavily penalizes unsupported and exaggerated submissions.

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Score Breakdown

Real World Utility+10.00
Audience Reach Impact+4.00
Technical Innovation+4.50
Evidence Of Traction+5.00
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+27.75
Usefulness Multiplierx1.05
Final Score+29

Project Details

Project URL
Description
Wudpeckeris in the Sales Force Automation Industry

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