Proof of Usefulness Report

Steps AI

Analysis completed on 3/8/2026

+45
Proof of Usefulness Score
You're In Business

Steps AI (Aide) is an early-stage B2B SaaS tool offering 'Agentic RAG' for workspace integration. While the product appears functional and addresses a real utility (unifying fragmented data from Slack, Drive, Jira), the submission contains significant red flags and exaggerated claims. The user states 'most people have used my product' (demonstrably false for a startup with ~12 LinkedIn followers) and claims a team size of 125, which contradicts public profiles showing 11-50 employees. The revenue metric ('marketcap: 500000') is ambiguous and likely indicates minimal actual revenue. The vague technical description ('Internet') and hyperbolic audience reach ('everyone') further degrade the evaluation. The score reflects a legitimate early-stage product severely penalized for lack of verifiable traction and poor submission integrity.

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Score Breakdown

Real World Utility+70
Quality Factor Utility+1
Audience Reach Impact+10
Quality Factor Reach+0.5
Technical Innovation+40
Quality Factor Innovation+0.5
Evidence Of Traction+10
Quality Factor Traction+0.5
Market Timing Relevance+70
Quality Factor Timing+1
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+30
Usefulness Multiplierx1.15
Final Score+35

Project Details

Project URL
stepsai.co
Description
Take Your STEPS Toward Smarter Business Transformation. Try AIDE: https://stepsai.co/ At Steps AI, we envision a future where AI seamlessly integrates into daily workflows, making businesses more efficient, innovative, and data-driven. Aide by Steps AI – Your AI-powered work assistant. Connect Google Drive, Slack, Jira & more to search smarter, automate workflows, and transform scattered data into insights using Agentic RAG. Beyond Aide, we develop custom Generative AI solutions, empowering businesses with intelligent automation, virtual assistants, and scalable AI tools. Our team—comprising top AI researchers, engineers, and industry veterans—ensures AI isn't just powerful but practical and accessible. At Steps AI, we don’t just build AI—we make AI work for you.

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