Proof of Usefulness Report

Endorsed AI

Analysis completed on 3/7/2026

+28
Proof of Usefulness Score
You're In Business

The submission describes 'Endorsed AI' as a sales consultancy, which appears to be a legitimate but small B2B agency based on external verification (Endorsed.ai/Endorsed AI Sales). However, the submitted data contains significant hallucinations and red flags: claiming 'everyone' as the audience, stating 'most people have used my product', and listing a nonsensical 'marketcap' of 50,000 alongside a team size of 125 (highly improbable for a consultancy of that valuation). While the underlying business exists and addresses a relevant market problem (AI sales automation), the submission's credibility is severely compromised by false metrics and low-quality responses.

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Score Breakdown

Real World Utility+60
Real World Utility Quality+0.5
Audience Reach Impact+10
Audience Reach Impact Quality+0.5
Technical Innovation+20
Technical Innovation Quality+0.5
Evidence Of Traction+40
Evidence Of Traction Quality+0.5
Market Timing Relevance+80
Market Timing Relevance Quality+1
Functional Completeness+10
Response Quality Quality+0.5
Subtotal+23.25
Usefulness Multiplierx1.19
Final Score+28

Project Details

Project URL
endorsedaisales.com
Description
We're an AI consultancy that builds fully automated sales systems for our partners. We develop bespoke end-to-end sales systems to dramatically increase your qualified lead generation and sales conversions. We have a fundamental belief that the companies that successfully master AI will thrive, and those who don't will be left behind. Reach out to us today to see how Endorsed AI can empower your business and lead you confidently into the future of AI.

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