Report updated Apr 17, 2026

TL;DR:Manus is a general AI agent that focuses on autonomous task execution rather than simple chat. Users feel Mixed, praising high ai capability but frustrated by aggressive monetization and credit burn. Manus has a powerful technical lead in asynchronous agentic execution, but it is currently burning user trust as fast as it burns credits.|TL;DR:Manus is a general AI agent that focuses on autonomous task execution rather than simple chat. Users feel Mixed, praising high ai capability but frustrated by aggressive monetization and credit burn. Manus has a powerful technical lead in asynchronous agentic execution, but it is currently burning user trust as fast as it burns credits.

Manus - AI Agent & Automation is an established productivity app that is free with in-app purchases. With a 4.6/5 rating from 326K reviews, it shows polarized user reception. Users particularly appreciate high ai capability, though aggressive monetization and credit burn remains a common concern.

What is Manus - AI Agent & Automation?

Manus is a general AI agent that focuses on autonomous task execution rather than simple chat. Its core value proposition is bridging 'mind and action' through asynchronous cloud execution, allowing users to delegate complex tasks like website building and research. It targets power users and teams, positioning itself as a high-end productivity tool. It currently holds a strong #14 Grossing position in the US Productivity category.

Current Momentum

v26.1 · 3d ago

Intense

Manus 26.1.0 introduces AI-powered music generation and remote PC control. The app has seen three major feature releases in the last 12 days.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

ChatGPT

ChatGPT

By OpenAI OpCo

Other Rivals

Claude by Anthropic
Perplexity - AI Search & Chat
Microsoft Copilot
Monica
Notion: Notes, Tasks, AI

7-Day Rank Pulse 🇺🇸

Productivity
#62
39

Rating Pulse 🇺🇸

Recent User MoodAI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

Loading...

What Are The Key Features?

Asynchronous Cloud ExecutionDifferentiator

AI agents work in the cloud to complete complex tasks even after the user closes the app.

Autonomous Task DecompositionDifferentiator

Breaks down complex prompts into a structured to-do list and executes subtasks step-by-step.

My Computer ControlDifferentiator

Allows users to control their PC directly from their mobile device.

Automated Content GenerationStandard

Generates slide decks, websites, images, and videos from simple text prompts.

How much does it cost?

Freemium
  • Free tier with unlimited chat
  • Team Plan at $20/seat/month (4,000 credits/month)

The model is heavily credit-dependent. While it drives high grossing ranks (#14), it is the primary source of user 'scam' accusations due to high burn rates and lack of daily free credits.

Who Built It?

BUTTERFLY EFFECT PTE. LTD. app icon

BUTTERFLY EFFECT PTE

(146K)

Empowering professionals with autonomous AI agents that execute complex workflows and multi-model productivity tools.

Portfolio

2

Apps

Free 1
Productivity100%

Who is BUTTERFLY EFFECT PTE?

Butterfly Effect has pivoted from providing multi-model AI access to developing autonomous agents capable of independent task execution. Their strategic moat lies in asynchronous cloud execution and 'computer control' capabilities that allow the AI to deliver results rather than just text. The recent integration with Meta suggests a transition toward global business-to-business AI infrastructure and enterprise-scale deployment.

Who is BUTTERFLY EFFECT PTE for?

  • Power users
  • Professionals
  • Teams requiring automation for complex research
  • Design
Intense

Portfolio momentum

Maintains an intense development pace with 16 updates across both active titles in the last 6 months.

Last release · 7d agoActive apps · 2

What other apps does BUTTERFLY EFFECT PTE make?

What do users think recently?

High confidence · Latest 100 of 198 total reviews analyzed · Based on 198 reviews. Signal may be noisy.

How did the latest release land?

Overall
4.6/ 5
(326K)
Current version
4.8/ 5
+0.1 vs overall
(26.2K)
Main signal post-update: high AI Capability.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate high ai capability, but report aggressive monetization and credit burn and technical bugs and loops.

What Users Love

High AI Capability

What Frustrates Users

Aggressive Monetization and Credit Burn
Technical Bugs and Loops

What is the competitive landscape for Manus - AI Agent & Automation?

How's The Productivity Market?

How does it evolve in the Productivity market?

Manus - AI Agent & Automation is losing ground.

ChartRankChange
AndroidFree#61
AndroidFree#100

The rivals identified

The Nemesis

Head to Head

While ChatGPT dominates in general intelligence and user base, Manus holds a strategic edge for power users who require 'set-and-forget' asynchronous task execution and remote hardware control. However, ChatGPT's superior sentiment and reliability currently give it the overall market edge.

What sets Manus - AI Agent & Automation apart

  • True asynchronous cloud execution allows users to close the app while complex multi-step tasks continue in the background

  • Native 'My Computer' feature provides direct remote PC control which is not a standard feature in the ChatGPT mobile app

What's ChatGPT's Edge

  • Significantly higher user trust and brand reliability compared to Manus's mixed sentiment

  • Larger training data and lower hallucination rates for complex reasoning tasks

Contenders

Highly praised for more 'human-like' writing and nuanced instruction following

Artifacts feature allows for real-time code and document visualization similar to Manus's structured outputs

Best-in-class source citation and real-time information accuracy

Pro Discovery mode acts as a research agent that asks clarifying questions to refine results

Deep integration with Microsoft 365 (Word, Excel, PowerPoint) for seamless workflow execution

Enterprise-grade security and data privacy compliance for corporate teams

Monica

Monica

Good Life and Friend Company Limited

A direct feature-for-feature competitor that offers a similar 'all-in-one' agent experience including web, PDF, and image tools.

Extensive browser extension ecosystem that bridges mobile and desktop workflows

Aggressive feature expansion including specialized agents for reading, writing, and coding

Peers

AI is natively embedded into the user's existing databases and documents

Stronger collaborative features for teams compared to Manus's current mobile-first focus

The outtake for Manus - AI Agent & Automation

Strengths to defend, gaps to attack

Core Strengths

  • True asynchronous cloud execution
  • Native remote PC control ('My Computer')
  • High-speed task decomposition and execution
  • Strong grossing performance (#14 in category)

Critical Frictions

  • Aggressive and opaque credit burn rates
  • Poor human customer support responsiveness
  • Technical loops that consume credits without output
  • Data persistence issues (reports of erased projects)

Growth Levers

  • Pivot to more predictable B2B subscription models
  • Enterprise-grade security for corporate team adoption
  • Integration with more 3rd party professional tools

Market Threats

  • ChatGPT's 'Operator' mode commoditizing agentic execution
  • Claude's 'Computer Use' feature targeting the remote control niche
  • High churn due to perceived predatory pricing

What are the next best moves?

high

Implement Credit Burn Transparency & Safeguards

The #1 complaint is aggressive credit burn, with users spending $1000+ in days. Adding a 'kill switch' for loops or a credit estimator per task would mitigate 'scam' perceptions.

high

Stabilize Agent Loop Logic

Users report 13-hour loops that drain credits. Fixing this is critical for both technical reliability and monetization fairness.

medium

Establish a Human-in-the-Loop Support Channel

Sentiment is declining due to 'copy-pasted nonsense' from support. A dedicated channel for high-paying Team users is necessary to protect the $20/seat revenue stream.

Feature Gaps vs Competitors

  • Advanced Voice Mode (available in ChatGPT but missing here)
  • Deep Microsoft 365 integration (available in Microsoft Copilot but missing here)
  • Source citation and real-time search accuracy (available in Perplexity but missing here)

Key Takeaways

Manus has a powerful technical lead in asynchronous agentic execution, but it is currently burning user trust as fast as it burns credits. If I were the PM, I would prioritize credit usage transparency and loop-prevention over new features like the Music Generator to prevent a mass exodus to ChatGPT's upcoming 'Operator' mode.

Where Is It Heading?

Declining

User sentiment is 'Mixed' and trending downward due to aggressive credit burn and poor support.

v26.1.0 added 'My Computer' and 'Music Generator' (Apr 2026) — showing active R&D and feature expansion.

Reports of 3 months of user data being erased indicate critical infrastructure instability.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Manus - AI Agent & Automation, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

Manus has pivoted to an aggressive, high-velocity development strategy, but the rapid rollout of new features has been overshadowed by critical technical instability and a sharp decline in user sentiment.

declined

Sentiment Score and Trust Decline

added

High-Velocity Feature Rollout

added

Critical Technical Weaknesses

shifted

Feature Repositioning

added

New Competitive Threats

Cite this report

Marlvel.ai. “Manus - AI Agent & Automation Intelligence Report.” Updated Apr 17, 2026. https://marlvel.ai/intel-report/productivity/manus-ai

Agent Markdown (.md)·

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