Proof of Usefulness Report

Duncan Bergman Mandell

Analysis completed on 2/3/2026

+48
Proof of Usefulness Score
You're In Business

Duncan Bergman Mandell (DBM) is a verified, active law firm specializing in corporate and transactional law with a distributed partner model. However, the project submission contains significant inaccuracies, including false claims about audience reach ('everyone') and traction ('most people have used my product'), and unsubstantiated references to 'blockchain' technology. While the business itself is legitimate and functional with a team of experienced attorneys, the extremely low quality of the submission data and the misleading statements result in a heavily penalized score.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+10.0
Technical Innovation+10.0
Evidence Of Traction+30.0
Market Timing Relevance+70.0
Functional Completeness+5.0
Subtotal+44.5
Usefulness Multiplierx1.08
Final Score+48

Project Details

Description
DBM is assembling a team of highly experienced business lawyers from the most well-known law firms who are interested in providing an exceptional client experience, increasing their compensation, and avoiding Big Law bureaucracies while teaming up with a group of like-minded attorneys. Cornerstones of Duncan Bergman Mandell DBM is a turnkey solution that enables you to serve your clients better, further your career, and have more free time. DBM provides the technology, infrastructure, and back-office support that allows you to seamlessly, efficiently, and profitably run your practice. At DBM, you can grow your practice amongst a community of the brightest legal minds who have joined us from the world’s most prominent law firms. We strongly believe that our whole is far greater than the sum of our parts and that collaborative teamwork produces outstanding work product and the most favorable results for our clients. We offer a highly competitive, objective, and fully transparent payout structure compared to other distributed law firm models. By leveraging our pool of senior counsel, you will have the freedom to delegate tasks and focus on bringing on more clients while generating additional incremental revenue. Interested in joining our team? Openings are posted here on LinkedIn and on our website at www.dbmlegalservices.com.

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