Proof of Usefulness Report

LookFar Labs

Analysis completed on 1/25/2026

+25
Proof of Usefulness Score
You're In Business

LookFar Labs is a verified boutique software consultancy based in New Orleans (est. 2014), but the submission data is critically flawed. While external verification confirms the business exists with approximately $500k annual revenue and <10 employees, the submitted claims of 'everyone' as the audience and 'most people have used my product' are factually false and unsupported. The submission quality is extremely low ('marketcap: null'), resulting in heavy penalties. The project lacks the scale, global reach, and verifiable traction of the benchmark, resulting in a low score despite the company's longevity.

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Score Breakdown

Real World Utility+11.25
Audience Reach Impact+2.00
Technical Innovation+2.25
Evidence Of Traction+2.50
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+22.25
Usefulness Multiplierx1.12
Final Score+25

Project Details

Project URL
lookfar.com
Description
LookFar Labs, accessible through their domain lookfar.com, is a technology consulting and software development company. They specialize in helping startups and established businesses bring their digital products to life. With a focus on innovation and efficiency, LookFar Labs offers a range of services including product strategy, design, and development. Their team of experts works closely with clients to create custom software solutions that meet specific business needs, leveraging the latest technologies and industry best practices. LookFar Labs is committed to delivering high-quality, scalable, and user-friendly applications that drive growth and success for their clients.

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