---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Manus - AI Agent & Automation"
bundle_id: "tech.butterfly.app"
parent_report: "https://marlvel.ai/api/llm/apps/productivity/manus-ai"
canonical_url: "https://marlvel.ai/apps/manus-ai#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Manus - AI Agent & Automation User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (High Confidence: 318.3K reviews) {#user-sentiment}
- **Overall Rating:** 4.66/5
- **Platform Split:** iOS 4.8/5 (25.8K ratings) | Android 4.7/5 (292.5K ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **High AI Capability** | *Evidence:* "The capabilities are endless."

### Top Complaints (Impact Areas)
- **Aggressive Monetization and Credit Burn** | *Evidence:* "I burned through my credits... and spent upwards of $1000."
- **Technical Bugs and Loops** | *Evidence:* "Manus got stuck in a loop... for 13 hours."

<!-- /section:sentiment -->
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