Proof of Usefulness Report

C3.ai

Analysis completed on 1/16/2026

+582
Proof of Usefulness Score
Industry Mainstay

The project 'C3.ai' is a verifiable, publicly traded enterprise AI company (NYSE: AI) with significant revenue (~$350M+) and global traction, far exceeding the scale of typical submissions. However, the submission itself is of extremely low quality, containing false claims (e.g., 'most people have used my product', audience 'everyone') and incorrect data fields (market cap in revenue). The score reflects the massive real-world utility and traction of the entity, partially penalized for the poor quality and lack of professionalism in the specific response provided.

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Score Breakdown

Real World Utility+110
Audience Reach Impact+102
Technical Innovation+75
Evidence Of Traction+142
Market Timing Relevance+90
Functional Completeness+10
Subtotal+529
Usefulness Multiplierx1.10
Final Score+582

Project Details

Project URL
c3.ai
Description
C3.ai is a leading enterprise AI software provider for accelerating digital transformation. The proven C3 AI Suite provides the comprehensive services to build enterprise scale AI applications 40x to 100x faster than alternative approaches. The core of the C3 AI Suite is a revolutionary, extensible, model-driven abstraction layer that dramatically enhances data scientist and application developer productivity. The C3 AI Suite supports any value chain in any industry with pre-built, configurable, high-value AI applications for predictive maintenance, fraud detection, sensor network health, supply network optimization, energy management, anti-money laundering, and customer engagement. www.c3.ai
Audience Reach
everyone
Target Users
everyone
Technologies
Software Development, Iot, Energy Solutions
Traction Evidence
most people have used my product

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