Proof of Usefulness Report

Sprinklr

Analysis completed on 1/30/2026

+638
Proof of Usefulness Score
Category Standard

The submission presents a disjointed profile: the entity 'Sprinklr' is a verified publicly traded CXM company with >$1.9B market cap and significant team size, justifying a high baseline score. However, the description text incorrectly details a job listing for a different company ('Swoop'), and the traction narrative is low-effort. The score rewards the undeniable verifiable scale (market cap, team) while penalizing the severe lack of submission integrity and clarity.

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Score Breakdown

Real World Utility+180.0
Audience Reach Impact+152.0
Technical Innovation+60.0
Evidence Of Traction+237.5
Market Timing Relevance+85.0
Functional Completeness+2.5
Subtotal+717
Usefulness Multiplierx0.89
Final Score+638

Project Details

Project URL
Description
**About Swoop:**\n\nAt Swoop, we’re on a mission to build the operating system that unlocks the future of critical infrastructure. Systems are reconfigurable and edge assets are capable of serving new purposes. We offer a platform of interoperable products to map, secure, and intelligently orchestrate device infrastructure at the edge. Whether it is legacy or next generation equipment, Swoop allows systems to be interoperable, modernized, and their purposes reimagined all through software. If you want to be a part of shaping the future of critical infrastructure, we’d love to have you join us.\n\n**Your Impact:**\n\nYou'll build the web interface which exposes a highly distributed system (servers and edge devices) for real-time decision making. High throughput data has to be managed and surfaced to the user in a way that can be quickly understood. Your impact as a Frontend Engineer at Swoop is defined by how well a user can access this information and share critical discoveries. You will build data visualizations (graphs, maps, charts, video/image playback), management interfaces (chat, access control, device/network configuration), and the conception for intelligent systems.\n\n**What You’ll Do:**\n\n- Be a technical leader providing critical feedback, direction, and product ownership. Additionally, you'll help to create a culture of mentorship, guidance, and learning\n\n- Build scalable UI components and API’s to serve/search/visualize streaming and bulk data and understanding of networks\n\n- Build the interface that allows teams to work together, share discoveries, and communicate\n\n- Build map layers, work with map libraries, and create a scaled and automated tile generation pipeline\n\n- Create visualizations that allow our users to understand their system infrastructure and the communication between end points (IoT)\n\n**You Should Have:**\n\n- 4+ yrs of experience in front-end development using JavaScript, HTML and CSS\n\n- Well-versed in React and Redux (or another client side persistent storage framework)\n\n- Competent in web performance testing and optimization\n\n- Strong communication skills, especially in environments with distributed teams\n\n**Bonus if you have:**\n\n- Bachelor’s or Master’s Degree in Computer Science, similar technical field, or strong understanding of computer science fundamentals \n\n- Experience with Node.js\n\n- Experience with map servers\n\n*Swoop Search is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, age, national origin, disability, protected veteran status, gender identity or any other factor protected by applicable federal, state, or local laws.*\n\n

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