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

## 🔴 User Sentiment (High Confidence: 120 of 50.9K reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.78/5
- **Platform Split:** iOS 4.8/5 (8.3M ratings) | Android 4.8/5 (50.7M ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.78/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **The conversational AI interface provides a helpful and human-like experience for daily tasks**
- **Research and planning capabilities assist users in organizing complex information effectively**

### Top Complaints (Impact Areas)
- **Restrictive usage limits and aggressive monetization pressure degrade the user experience for free users**
- **Inaccurate or hallucinated information undermines trust in the model for factual queries**
- **UI regressions and accessibility failures hinder navigation and chat history management**

### Top Requests (What Users Want)
- **Implementation of a recovery feature to restore accidentally deleted chat history**

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