---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "AI Chatbot - Nova"
bundle_id: "com.scaleup.chatai"
parent_report: "https://marlvel.ai/api/llm/apps/productivity/com-scaleup-chatai"
canonical_url: "https://marlvel.ai/apps/com-scaleup-chatai#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — AI Chatbot - Nova User Sentiment (section of intelligence report)"
---

## 🟡 User Sentiment (High Confidence: 2.3M reviews) {#user-sentiment}
- **Overall Rating:** 3.84/5
- **Platform Split:** iOS 4.7/5 (115.6K ratings) | Android 3.8/5 (2.2M ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Educational & Research Utility**

### Top Complaints (Impact Areas)
- **Misleading Advertising**
- **Restrictive Free Tier**

<!-- /section:sentiment -->
<!-- section:swot -->