Proof of Usefulness Report

7Bots.ai

Analysis completed on 2/19/2026

+45
Proof of Usefulness Score
You're In Business

7Bots.ai appears to be a legitimate early-stage startup participating in events like Web Summit Qatar, focusing on 'Agentic AI' for software requirements management—a highly relevant and high-utility problem space. However, the submission itself is of critically low quality, featuring demonstrably false traction claims ('most people have used my product'), vague metrics ('marketcap: 500000' instead of revenue), and poor audience definition ('everyone'). While the technical concept of automating SDLC artifacts is strong and timely, the lack of verifiable traction and the unserious nature of the submission data severely penalize the final score.

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Score Breakdown

Real World Utility+80
Audience Reach Impact+20
Technical Innovation+70
Evidence Of Traction+10
Market Timing Relevance+90
Functional Completeness+20
Subtotal+43.25
Usefulness Multiplierx1.04
Final Score+45

Project Details

Project URL
7bots.ai
Description
Welcome to 7Bots.ai, the unique solution for streamlining software development processes. Our one-of-a-kind technology empowers software development teams—including analysts, product owners, UX designers, QA testers, and more—to effortlessly generate and document essential technical artifacts. Tired of spending too much time creating detailed user stories? With 7Bots.ai, you can automatically generate comprehensive user stories that fit your project's needs perfectly. Our technology understands your requirements and crafts detailed user stories to keep your development process moving smoothly. Are you having trouble visualizing complex business processes? Let 7Bots.ai effortlessly turn them into clear and concise diagrams. Our platform creates professional business process diagrams that make understanding and communication easier for your team. Worried about ensuring thorough testing? With 7Bots.ai, you can automate the creation of comprehensive test cases. Our system understands your software requirements and generates test cases efficiently, ensuring thorough testing and quality assurance. Struggling to keep your design consistent across projects? Build cohesive and consistent design systems with ease using 7Bots.ai. Our platform helps you create and document design systems that ensure visual harmony and usability in all your projects. Need to speed up your UI development? Accelerate the process with 7Bots.ai by using our extensive UI component library. We help you document and utilize UI components efficiently, ensuring consistency and efficiency in your user interface designs. Ready to transform your workflow? Experience the future of software development architecture with 7Bots.ai. Join us today and revolutionize the way you work! #Efficiency #AI #SoftwareDevelopment #TechInnovation #DigitalTransformation

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