Proof of Usefulness Report

Invi Labs

Analysis completed on 3/23/2026

+381

Proof of Usefulness Score

Certified Problem Solver

Invi Labs demonstrates strong real-world utility and high-profile backing (Horizons Ventures, Ashton Kutcher, Google executives), indicating a highly credible underlying project with a significant team size of 125. However, the submission suffers from extremely poor response quality, featuring vague generalizations ('everyone'), exaggerated traction claims ('most people have used my product'), and confusing metrics ('all time marketcap: 2500000'). Consequently, substantial quality factor penalties were applied to traction, reach, and response quality, pulling the score down despite the impressive historical foundation.

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Score Breakdown

Real World Utility+200

Audience Reach Impact+50

Technical Innovation+90

Evidence Of Traction+37.5

Market Timing Relevance+50

Functional Completeness+5

Subtotal+432.5

Usefulness Multiplierx0.88

Final Score+381

Project Details

Project URL

invi.com

Description

invi Messages is a fully-featured smart messaging app that replaces the default texting app on Android. We are passionate to use machine learning to reinvent messaging as a platform. The app is free to use and can generate $4 ARPU annually from in-context content and services that are fed to the user through an AI engine. We’re rapidly forming rev-share partnerships with major players in the mobile space to have the app installed on tens of million phones in 2018. Among our investors are Horizons Ventures (Li Ka-shing), A-Grade (Ashton Kutcher), Seven Seas Ventures (the former CTO of Tencent -- Wechat), Streamlined Ventures, F50, Upwest Labs and executives from Google, Facebook and Snapchat. We would love hearing from you! :) ★★ We are hiring ★★ - http://alljobs.invi.com/

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