Proof of Usefulness Report

Manus

Analysis completed on 1/5/2026

+823
Proof of Usefulness Score
Unicorn Utility

Manus.im represents an exceptional outlier in the evaluation dataset, verified as a 'Unicorn' success story with a $2 billion acquisition by Meta in late 2025. The project demonstrated historic traction, scaling from launch to $125M ARR in just 8 months, validated by 18M+ monthly visits and massive enterprise adoption (80M+ virtual computers launched). It effectively defines the 'Agentic AI' category, moving beyond chat to autonomous execution. All claims in the submission were fact-checked and found to be accurate and verifiable against late-2025 public records.

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Score Breakdown

Real World Utility+220
Audience Reach Impact+176
Technical Innovation+128
Evidence Of Traction+225
Market Timing Relevance+90
Functional Completeness+45
Subtotal+885
Usefulness Multiplierx0.93
Final Score+823

Project Details

Project URL
Description
Manus.im is an "Agentic AI" platform designed to act as a digital "doer" that can independently execute complex, multi-step workflows like browsing the web, writing code, and building software. It differentiates itself from standard chatbots by operating in a virtual environment to perform tasks autonomously rather than just providing information or text.
Audience Reach
Manus.im has experienced explosive global growth, reaching over 18.12 million monthly visits by November 2025 and maintaining a strong global traffic rank. Its user base is geographically diverse, with Brazil accounting for approximately 33% of its traffic, followed by significant engagement from Japan, Saudi Arabia, and India. The platform’s initial launch saw massive demand, with more than 2 million people joining the waitlist within just the first week of its public debut.
Target Users
Manus.im is primarily designed for professionals and enterprise teams who need to automate complex, multi-step "knowledge work" such as market research, data analysis, and competitive reporting. It specifically targets non-technical founders and creators by providing a "zero-code" environment where users can build and deploy full-stack web applications, SaaS dashboards, and landing pages through simple conversational prompts. Additionally, it serves as a highly capable digital assistant for academic researchers and specialists, independently handling intensive tasks like travel planning, document synthesis, and automated lead-generation workflows.
Technologies
Other, Meta AI, Google AI, Poolside
Traction Evidence
Manus.im achieved an unprecedented $125 million in annualized recurring revenue just eight months after its March 2025 launch, marking it as one of the fastest-scaling AI products in history. The platform has demonstrated deep enterprise and consumer adoption by processing over 14.7 trillion tokens and launching more than 80 million cloud-based virtual computers to execute tasks. This significant traction culminated in a $2 billion acquisition by Meta in late December 2025, representing a 4x valuation increase from its Series B round earlier that year.

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