---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "MenuFit - Healthy Eating Out"
bundle_id: "com.myhealthymenu.app"
parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/menufit-healthy-eating-out"
canonical_url: "https://marlvel.ai/apps/menufit-healthy-eating-out#user-sentiment"
report_date: "2026-08-07"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - MenuFit - Healthy Eating Out User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 60 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.75/5
- **Platform Split:** iOS 4.8/5 (52.7K ratings) | Android 4.6/5 (11.9K ratings)
- **Overall Sentiment:** Upset
- **Note:** The 4.75/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **The restaurant directory provides a wide range of nutritional data for healthy eating choices**

### Top Complaints (Impact Areas)

- **Mandatory subscription paywalls hidden behind lengthy onboarding surveys frustrate users who cannot preview the app**

<!-- /section:sentiment -->
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