Proof of Usefulness Report

SLNG.ai

Analysis completed on 2/4/2026

+6
Proof of Usefulness Score
You're In Business

The submission for SLNG.ai contains critical contradictions and lacks verifiable evidence. While the concept of a global speech infrastructure is valid, the claim that 'most people have used my product' is demonstrably false for a project launching in 2025 with a team of 1-10. Additionally, the inclusion of 'construction' as a technology and the lack of a visible digital footprint for the provided URL suggests a low-quality or placeholder submission. No evidence of the claimed traction or revenue exists.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+2.5
Functional Completeness+0.25
Subtotal+6
Usefulness Multiplierx0.98
Final Score+6

Project Details

Project URL
slng.ai
Description
SLNG.ai is a speech infrastructure startup building a global platform for voice AI. They aim to challenge the US-centric voice technology ecosystem by providing developers with a unified platform that integrates multiple speech models, supports regional compliance, and ensures low latency. Their model-agnostic approach allows for flexible integration of various speech-to-text, text-to-speech, and voice-cloning models through a single API, enabling truly global deployment and addressing compliance barriers in regulated industries.

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