Proof of Usefulness Report

Vanguard AI Solutions

Analysis completed on 2/18/2026

+24
Proof of Usefulness Score
You're In Business

Vanguard AI Solutions appears to be a legitimate, early-stage AI automation agency based in the UK, offering standard services like database reactivation and chatbots. However, the project submission is of exceptionally poor quality, containing factually impossible claims (e.g., 'most people have used my product' for a small B2B agency) and misused terminology ('all time marketcap'). While the business exists and operates in a high-demand market, the lack of verifiable traction, the saturation of the 'AI Agency' model, and the unprofessional nature of the submission (including the mismatched project name 'LunarWing') result in a very low score.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+1.25
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal+23.5
Usefulness Multiplierx1.02
Final Score+24

Project Details

Description
At Vanguard AI Solutions, we help businesses unlock hidden revenue and streamline operations with smart, bespoke AI systems. Our flagship service is Database Reactivation - turning forgotten leads into booked calls and fresh sales. Most companies only ever convert a fraction of their leads, while the rest sit idle in the CRM. Our AI powered SMS system re-engages those cold contacts, starts real conversations, and hands them back to your sales team ready to close. Alongside DBR, we design and deploy custom AI automations that tackle everyday bottlenecks - from quoting jobs to handling admin, customer service, and follow-ups. Every solution is built to fit your workflows, reduce costs, and free your team to focus on growth. We don’t sell cookie cutter software. We build partnerships - working with you to uncover pain points, design tailored solutions, and deliver measurable results that actually stick.

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