Proof of Usefulness Report

Mavenoid

Analysis completed on 1/6/2026

+504
Proof of Usefulness Score
Industry Mainstay

Mavenoid is a verifiable Series B company (approx. $30M funding, ~$20M revenue) with strong enterprise traction (Husqvarna, Jabra), despite the low-quality submission. The platform solves a genuine, high-value problem in hardware support automation using specialized AI. While the submission itself was vague and hyperbolic ('audienceReach: everyone'), independent verification confirms significant market presence and utility, justifying a high score in the 'Much larger scale' calibration range (400-700), penalized slightly for the lack of provided evidence.

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Score Breakdown

Real World Utility+115
Audience Reach Impact+80
Technical Innovation+85
Evidence Of Traction+119
Market Timing Relevance+90
Functional Completeness+5
Subtotal+494
Usefulness Multiplierx1.02
Final Score+504

Project Details

Project URL
Description
The product support platform. Mavenoid is the scalable support solution for hardware companies.\nWith self-service and live support in one, you’re always ready to help your customers—from setup, to daily use, to troubleshooting.
Audience Reach
everyone
Target Users
everyone
Technologies
It Services, Consumer Goods, Hardware
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