Proof of Usefulness Report

Artificial Intelligence for Speech and Language Therapists

Analysis completed on 1/26/2026

+2
Proof of Usefulness Score
You're In Business

The project submission exhibits significant red flags indicating a lack of genuine traction or product viability. The website 'aiforslts.com' is not indexed in search engines. The claim that 'most people have used my product' is demonstrably false. The revenue field references 'marketcap', suggesting a cryptocurrency token or meme project rather than a functional SaaS platform. The audience description of 'everyone' contradicts the niche focus of Speech and Language Therapy.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction+0.00
Market Timing Relevance+1.00
Functional Completeness+0.00
Subtotal+2.25
Usefulness Multiplierx0.95
Final Score+2

Project Details

Project URL
Description
Artificial Intelligence Network for Speech and Language Therapy Colleagues to upskill, connect and collaborate on all things digital health.

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