Proof of Usefulness Report

AI Heroes

Analysis completed on 2/19/2026

+26
Proof of Usefulness Score
You're In Business

The project 'AI Heroes' appears to be a legitimate, albeit small, UK-based AI consultancy founded around 2019, verified via external search. However, the submission quality is critically low, containing demonstrably false and hyperbolic claims (e.g., 'most people have used my product', audience is 'everyone'). The stated 'marketcap: 500000' likely refers to a small valuation or revenue in GBP, confirming a boutique scale rather than the mass adoption claimed. The score is heavily penalized for the lack of verifiable evidence in the submission and the discrepancy between the 'everyone' reach claim and the niche B2B reality.

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Score Breakdown

Real World Utility+48.0
Audience Reach Impact+5.0
Technical Innovation+10.0
Evidence Of Traction+15.0
Market Timing Relevance+64.0
Functional Completeness+5.0
Subtotal+23.65
Usefulness Multiplierx1.08
Final Score+26

Project Details

Project URL
Description
AI won’t replace humans, but people who use AI will replace those who don’t. To stay competitive, employing Artificial Intelligence (AI) is essential for your business since most companies implement it quickly. We aim to make advanced AI technology accessible to small and medium-sized companies. Our team will create AI solutions tailored to your business, whether streamlining tedious tasks, enhancing customer service, analysing data or automating your marketing workflow.

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