Proof of Usefulness Report

Amberscript

Analysis completed on 1/10/2026

+352

Proof of Usefulness Score

Certified Problem Solver

Amberscript is a legitimate, verified scale-up (Series A, ~$10M funding) with significant real-world utility and traction (1,000+ Trustpilot reviews). However, the project submission itself was of extremely low quality, containing false claims ('most people', 'all time marketcap: null') and zero evidence. The score reflects the high verified value of the project heavily penalized for the lack of 'Proof' provided in the submission.

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Score Breakdown

Real World Utility+106.25

Audience Reach Impact+50.0

Technical Innovation+37.5

Evidence Of Traction+106.25

Market Timing Relevance+80.0

Functional Completeness+2.5

Subtotal+382.5

Usefulness Multiplierx0.92

Final Score+352

Project Details

Project URL

amberscript.com

Description

Amberscript offers an easy to use SaaS transcription service to which you can upload audio files for easy speech to text conversion, with machine learning capabilities and a web based text editor to make text 100% right; no need to take notes during interviews ever again!

Algorithm Insights

Market Position

Strong market validation with clear user adoption patterns

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