---
source: marlvel.ai
type: app_intelligence_section
content_version: "v2"
section_slug: "sentiment"
section_label: "User Sentiment"
section_anchor: "#user-sentiment"
app_name: "MyFitnessPal: Calorie Counter"
bundle_id: "com.myfitnesspal.android"
parent_report: "https://marlvel.ai/api/llm/apps/health-fitness/myfitnesspal-calorie-counter-1"
canonical_url: "https://marlvel.ai/apps/myfitnesspal-calorie-counter-1#user-sentiment"
report_date: "2026-08-05"
license: CC-BY-NC-4.0
citation: "Marlvel.ai - MyFitnessPal: Calorie Counter User Sentiment (section of intelligence report)"
---

## 🔴 User Sentiment (High Confidence: 99 of 99 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.54/5
- **Platform Split:** iOS 4.7/5 (2.3M ratings) | Android 4.4/5 (2.9M ratings)
- **Overall Sentiment:** Frustrated
- **Note:** The 4.54/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline.

### Top Praises
- **Long-term users value the comprehensive food database and macro tracking capabilities for weight management goals**
- **Recipe building functionality provides utility for home cooks managing specific dietary and nutritional requirements**

### Top Complaints (Impact Areas)

- **The latest interface update hides essential food logging data behind excessive taps and confusing navigation screens**

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