Proof of Usefulness Report

Vocalime

Analysis completed on 2/1/2026

+322
Proof of Usefulness Score
Certified Problem Solver

Vocalime is a legitimate, verifiable design and development studio for conversational AI (Alexa Skills, chatbots) based in Italy. While the submission itself was poor (containing hyperbole like 'most people have used my product' and missing key data), external verification confirms they work with major enterprise clients such as Lavazza, Amazon, and Deloitte. This validates their utility and traction despite the lack of detail in the input. The score reflects a solid, revenue-generating service business in a high-growth market, though limited by the non-scalable nature of an agency model compared to product platforms.

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Score Breakdown

Real World Utility+112.5
Audience Reach Impact+24.0
Technical Innovation+60.0
Evidence Of Traction+87.5
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+366.5
Usefulness Multiplierx0.88
Final Score+322

Project Details

Project URL
Description
Vocalime is a design and development studio focused on voice technology and conversational AI.\n\nOur role is to support companies to design and build conversational interfaces of all kinds, like Alexa Skills, custom AI assistants, chatbots and voicebots.

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