Proof of Usefulness Report

Aible

Analysis completed on 2/7/2026

+572
Proof of Usefulness Score
Industry Mainstay

Aible is a verified Series B enterprise AI company with significant market presence, reportedly generating $15M-$50M in revenue and employing ~50-125 people. External search confirms partnerships with major entities like CVS Health and Verizon, and recognition as a Visionary in the Gartner Magic Quadrant. However, the submission itself is of very low quality (e.g., claiming 'most people have used my product', confusing revenue figures, and using an unprofessional handle). The high score reflects the verifiable real-world scale and utility of the technology, heavily penalized by the poor response quality and lack of detailed evidence in the submission text.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+70.0
Technical Innovation+127.5
Evidence Of Traction+112.5
Market Timing Relevance+95.0
Functional Completeness+5.0
Subtotal+635
Usefulness Multiplierx0.9
Final Score+572

Project Details

Project URL
aible.com
Description
Aible is redefining how enterprises drive measurable business impact with specialized AI agents that are created and coached by business users at scale. CVS Health, Baptist Health, State of Nebraska, Verizon and others use AI agents from Aible to deliver measurable results across business areas including customer acquisition and retention, call center optimization, inventory or supply chain management, product development, and risk mitigation in days – not months. The agentic AI platform is the fastest way for business users to automatically look across millions of patterns to surface enterprise insights with cutting-edge augmented analytics and GenAI. Uniquely, Aible gives business users full control of the AI agents by enabling them to provide feedback on the reasoning steps to drive higher accuracy, faster business alignment, and continuously improve performance across 1000s of enterprise use cases. Entirely implemented within the security of the enterprise’s own cloud or at the edge, the end-to-end serverless AI platform is up to 200X more cost efficient. Learn more at www.aible.com.

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