Proof of Usefulness Report

Chester Analytics

Analysis completed on 1/28/2026

+30
Proof of Usefulness Score
You're In Business

The project targets a relevant market (senior care) with a potentially useful service model. However, the submission suffers significantly from unverifiable and hyperbolic claims (e.g., 'most people have used my product', audience reach 'everyone'). There is no verifiable digital footprint for 'Chester Analytics' or 'Chester AI' commensurate with the claims. The use of 'marketcap' to describe revenue/valuation is ambiguous. The score reflects a lack of credible traction evidence and poor response quality, despite the valid problem space.

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Score Breakdown

Real World Utility+65.00
Audience Reach Impact+2.50
Technical Innovation+10.00
Evidence Of Traction+2.50
Market Timing Relevance+70.00
Functional Completeness+5.00
Subtotal+26.88
Usefulness Multiplierx1.12
Final Score+30

Project Details

Project URL
chesterai.com
Description
Chester provides a path for seniors to stay at home with phone based daily call services embracing social connections, wellness and convenience. Our care advocates are trained to make social connections with seniors, check in on their wellness based on their medical history and provide concierge services to deliver groceries,prescripotions and arrange other services including rides, pet walking, handyman and landscaping services.

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