Proof of Usefulness Report

Chatpole AI

Analysis completed on 2/27/2026

+71
Proof of Usefulness Score
You're In Business

Chatpole AI (Chatpole.com) is a verifiable B2B AI agency based in Rennes, France, offering products like 'ZIRO AI' (Generative Engine Optimization) and 'AI Audit'. The project shows promise with its timely focus on AI governance and brand visibility in LLMs, evidenced by being a finalist in the SITL Awards 2026. However, the submission itself contained significant red flags, including hyperbolic claims ('most people have used my product'), false audience reach ('everyone'), and ambiguous financial data ('marketcap 500000'). The score reflects a legitimate early-stage business with innovative product angles, heavily penalized for a poor-quality submission and exaggerated traction claims compared to verifiable B2B reality.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+15
Technical Innovation+80
Evidence Of Traction+45
Market Timing Relevance+90
Functional Completeness+10
Subtotal+56.05
Usefulness Multiplierx1.12
Final Score+63

Project Details

Project URL
Description
Empowering Businesses with AI-Driven Innovation At Chatpole, we’re dedicated to revolutionizing how businesses operate and engage with customers. Our mission is to empower organizations across industries from healthcare and hospitality to retail and logistics with cutting-edge AI solutions that streamline operations, enhance customer experiences, and drive sustainable growth. By leveraging advanced technologies like natural language processing, machine learning, and IoT integration, we deliver tailored tools that solve real-world challenges and future-proof businesses in an ever-evolving digital landscape. Industries We Serve: Healthcare | Hospitality | Retail | Finance | Logistics | Food & Beverage | Education | SaaS

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