Proof of Usefulness Report

Cheesecake Labs

Analysis completed on 1/17/2026

+426
Proof of Usefulness Score
Certified Problem Solver

Cheesecake Labs is a highly reputable, established software development agency (founded 2013) with verified significant traction (~150 employees, ~$23M estimated revenue, ranked #7 globally on Clutch). However, the project submission itself was of extremely low quality, containing vague, hyperbolic, and unsupported claims (e.g., 'most people have used my product', 'audience: everyone'). Consequently, while the underlying business fundamentals justify a high baseline, strict Quality Factor penalties (0.5x) were applied to all metrics, significantly dampening the final score relative to the company's actual market stature.

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Score Breakdown

Real World Utility+112
Audience Reach Impact+75
Technical Innovation+52
Evidence Of Traction+112
Market Timing Relevance+80
Functional Completeness+2
Subtotal+435
Usefulness Multiplierx0.98
Final Score+426

Project Details

Project URL
cheesecakelabs.com
Description
Cheesecake Labs is a leading software design and engineering company that specializes in developing high-quality mobile and web applications. With a focus on innovation and user-centric design, Cheesecake Labs offers a comprehensive range of services including product strategy, UI/UX design, and full-stack development. The company is known for its collaborative approach, working closely with clients to transform ideas into successful digital products. Cheesecake Labs serves a diverse clientele, ranging from startups to established enterprises, helping them navigate the complexities of the digital landscape and achieve their business goals.
Audience Reach
everyone
Target Users
everyone
Technologies
Design, Software Development, Web Development
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