---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Code App"
bundle_id: "thebaselab.VS-Code"
parent_report: "https://marlvel.ai/api/llm/apps/developer-tools/code-app"
canonical_url: "https://marlvel.ai/apps/code-app#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Code App User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 60 of 100 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.03/5
- **Platform Split:** iOS 4.0/5 (296 ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.03/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Hospitality industry discounts provide significant annual savings for members visiting partner restaurants**

### Top Complaints (Impact Areas)
- **Persistent authentication errors prevent users from logging into their accounts across multiple versions**

### Top Requests (What Users Want)
- **Improved restaurant descriptions and metadata to help users make informed dining choices**

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