Proof of Usefulness Report

AllTails

Analysis completed on 3/21/2026

+10

Proof of Usefulness Score

You're In Business

AllTails addresses a real-world problem in pet adoption but provides almost no verifiable evidence of traction or technical innovation. Claiming 'most people have used my product' alongside 'The future of finding your pet is coming soon' is highly contradictory. Responses like 'Internet' for technologies used and a 'marketcap' of 50000 indicate an unserious or speculative submission. Due to these vague and unsupported claims, the project receives the lowest quality multiplier across all categories.

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Score Breakdown

Real World Utility+5.0

Audience Reach Impact+1.0

Technical Innovation+1.5

Evidence Of Traction+0.625

Market Timing Relevance+2.5

Functional Completeness+0.25

Subtotal+10.875

Usefulness Multiplierx0.9

Final Score+10

Project Details

Project URL

alltails.ai

Description

AllTails is building a pet adoption platform that will provide potential adopters with more information about the available dogs from rescues, shelters, and verified breeders than ever before, all on one unified website. We're standardizing the application process making it easier and faster to find you perfect canine companion. We'll provide more data about the available dogs by utilizing machine learning and AI to identify breed traits, characteristics, and personalities and match your compatibility. Our goal is to help reduce the number of dogs entering shelters and see more of them find the home they deserve. The future of finding your pet is coming soon.

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