Proof of Usefulness Report

Voiceform

Analysis completed on 2/1/2026

+182
Proof of Usefulness Score
Gaining Momentum

Voiceform is a verified, venture-backed startup (Berkeley SkyDeck, ~$200k funding) offering AI-driven voice surveys. While the project itself demonstrates real-world utility and technical competence (sentiment analysis, Prolific integration), the submission contained significant inaccuracies (e.g., claiming 'everyone' as the audience and 'most people' have used it). The score reflects the project's 'Small but Promising' reality, heavily penalized for the low-quality and exaggerated submission data.

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Score Breakdown

Real World Utility+75.0
Audience Reach Impact+11.2
Technical Innovation+42.0
Evidence Of Traction+21.0
Market Timing Relevance+32.0
Functional Completeness+1.0
Subtotal+182.2
Usefulness Multiplierx1.00
Final Score+182

Project Details

Project URL
Description
Voiceformis in the Customer Success Management Industry

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