Proof of Usefulness Report

LambdaTest

Analysis completed on 1/24/2026

+768
Proof of Usefulness Score
Unicorn Utility

LambdaTest is a verifiable market leader in the quality engineering space, with a confirmed valuation of ~$400M and Series D funding. While the project entity represents a 'Much Larger Scale' success (2M+ users, 500+ employees), the submission form itself contained low-effort, hyperbolic responses (e.g., Audience: 'everyone', Traction: 'most people have used my product'). Consequently, the score reflects the high verifiable utility and traction of the business, heavily penalized in the 'Response Quality' metric but buoyed by strong external evidence.

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Score Breakdown

Real World Utility+26.13
Audience Reach Impact+14.72
Technical Innovation+13.20
Evidence Of Traction+21.83
Market Timing Relevance+9.00
Functional Completeness+0.50
Subtotal+853.8
Usefulness Multiplierx0.9
Final Score+768

Project Details

Project URL
lambdatest.com
Description
LambdaTest is cloud-based cross browser testing platform that helps in both manual and automated browser compatibility testing. Users can perform live interactive testing of their website or web app on a combination of 2000+ different browser and operating system right from their own browser. In addition, the platform allows the users to run Selenium automation tests on a scalable, secure, and reliable cloud-based Selenium grid and perform live interactive cross-browser testing of their public or locally hosted websites and web app on the cloud.\n\nLambdaTest also offers the feature of taking automated full page screenshots across all 2000+ environments to quickly test the layout, check in a single click how your website will look across 36 different devices, and compare design and HTML images. In addition, the LambdaTest platform also has single-click integration with popular project management and enterprise tools like Jira, Asana, Trello, Github, Gitlab, BitBucket, Slack, and Visual Studio Team Services.\n\n“Built with LOVE for Testers!”

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