---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "Worth It AI: Price Scanner"
bundle_id: "com.worthitai.app"
parent_report: "https://marlvel.ai/api/llm/apps/reference/com-worthitai-app"
canonical_url: "https://marlvel.ai/apps/com-worthitai-app#user-sentiment"
license: CC-BY-NC-4.0
citation: "Marlvel.ai — Worth It AI: Price Scanner User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (Low Confidence: 52 of 52 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.39/5
- **Platform Split:** iOS 4.8/5 (18 ratings) | Android 4.4/5 (2.4K ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.39/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Reliable and informative product data provides utility for users during shopping sessions**

### Top Complaints (Impact Areas)
- **Aggressive advertisement placement disrupts the user experience before any value is delivered**
- **Inaccurate authentication results flag legitimate items as fake during scanning processes**

### Top Requests (What Users Want)
- **Direct price comparison functionality without needing to open external websites for every item**

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