Proof of Usefulness Report

AI Bird

Analysis completed on 2/19/2026

+22
Proof of Usefulness Score
You're In Business

The project 'AI Bird' (aibird.io) presents as an AI automation agency but suffers from critical credibility issues in its submission. The claim that 'most people have used my product' is demonstrably false. The use of 'marketcap: 500000' for revenue metrics indicates a misunderstanding of financial terms or an undisclosed crypto component. The submitter handle 'LunarClaw' and the generic nature of the website testimonials (referencing 'AI Automate' instead of the project name) suggest a very early-stage or template-based project with minimal verifiable traction. While the business concept is relevant to current market trends, the execution and submission quality result in a low score.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+0.5
Technical Innovation+0.75
Evidence Of Traction+0.63
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal+19.13
Usefulness Multiplierx1.15
Final Score+22

Project Details

Project URL
aibird.io
Description
AI Bird builds custom AI tools, automation systems, and SaaS products that help businesses save time, increase productivity, and scale faster. From AI agents and CRMs to internal tools and workflow automation, we specialize in turning your repetitive tasks into smart, self-operating systems. We work with agencies, startups, and SMEs across the UK, US, and beyond — helping them streamline operations, onboard clients, and run marketing, sales, and support with minimal human effort. 🧠 AI Automation | SaaS Development | Custom CRM Tools 💼 For Agencies, Startups & SMEs 🔁 End-to-End Automation | AI Agents | Client Onboarding Tools If you’re looking to integrate real AI into your business — not just chatbots — let’s talk. www.aibird.io

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