Round 1 Winners!
Proof of Usefulness Report

Ombud

Analysis completed on 3/23/2026

+462
Proof of Usefulness Score
Industry Mainstay

Ombud addresses a highly practical and actionable problem in B2B knowledge management and RFP automation. The underlying company demonstrates solid longevity (launched 2011) and operational scale (125 team members). However, the submission itself is poorly constructed with vague, unsupported, and exaggerated claims ('everyone', 'most people have used my product'). Significant quality factor penalties were applied to Audience Reach, Evidence of Traction, and Response Quality, which constrained the score from reaching a higher enterprise tier.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+60.0
Technical Innovation+105.0
Evidence Of Traction+62.5
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+525
Usefulness Multiplierx0.88
Final Score+462

Project Details

Project URL
Description
Ombud enables companies to curate knowledge, collaborate, and automate the management and production of documents. Common use cases are responding to RFPs, DDQs, security questionnaires, and building statements of work. Spend less time on manual, redundant tasks and more time doing what you do best. Tactical and repetitive responses to RFPs, DDQs, and other customer questionnaires takes a lot of time. Ombud is the only knowledge management platform that automates these tasks, giving your team more time to focus on the customer. Ombud uses a combination of machine learning, user activity, opportunity data, and natural language processing to generate perfect enterprise proposal and questionnaire responses in half the time.

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