## ⚠ Content Warning

This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here.

---

---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "MyFitnessPal: Calorie Counter"
developer_entity: "MyFitnessPal, Inc."
bundle_id: "com.myfitnesspal.mfp"
app_store_id: "341232718"
google_play_id: "com.myfitnesspal.android"
category: "Health & Fitness"
primary_platform: "ios"
primary_monetization: "Freemium"
offline_capable: false
market_region: "US"
platforms: "iOS & Android"
app_last_updated: "2026-04-14"
report_date: "2026-04-19"
report_version: "26.15.0"
total_reviews: 5207345
overall_rating: 4.56
sentiment: "Mixed"
sentiment_score: 45
confidence: "high"
confidence_score: 0.85
data_age_days: 0
intelligence_version: 4
nemesis: "Lose It! – Calorie Counter"
competitor_count: 11
tags: ["health & fitness", "freemium", "mixed sentiment", "mobile app", "app review", "app analysis", "health-conscious", "individuals", "fitness"]
canonical_url: "https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter"
license: "CC-BY-NC 4.0"
---

# MyFitnessPal: Calorie Counter App Audit

> **TL;DR:** MyFitnessPal: Calorie Counter is a health & fitness app by MyFitnessPal, Inc., rated 4.56/5 by 5.2M users, with Mixed user sentiment (45/100), available on iOS & Android.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** MyFitnessPal: Calorie Counter shows Mixed sentiment (4.56/5 from 5.2M reviews) — users praise weight loss effectiveness but report issues with aggressive monetization.
<!-- speakable-end -->

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **Rating** | 4.56/5 (5.2M reviews) |
| **User Mood** | Mixed |
| **Category** | Health & Fitness |
| **Developer** | MyFitnessPal, Inc. |
| **Pricing** | Freemium |
| **Platforms** | iOS & Android |
| **Confidence** | High (0.85/1.0) |
| **Data Age** | 0d |

## Metadata & Market Performance
- **Publisher:** MyFitnessPal, Inc.
- **Category:** Health & Fitness
- **Target Audience:** Health-conscious individuals and fitness enthusiasts looking for an all-in-one, data-driven solution to manage weight, nutrition, and exercise habits.
- **Platforms:** iOS & Android
- **Version Audited:** 26.15.0
- **Audit Date:** 2026-04-19
- **Signal Count:** 197 reviews analyzed
- **Confidence:** High (0.85/1.0)
- **App Store ID (iOS):** 341232718
- **Bundle ID:** com.myfitnesspal.mfp
- **Google Play ID:** com.myfitnesspal.android
- **Performance Trend:** Mixed
- **Data Window:** Analysis based on signals collected up to 2026-04-19
- **Short Description:** Calorie and nutrition tracker. Scan food, plan meals, track macros, and get fit.

<!-- section:executive-snapshot -->
## Executive Snapshot
*This report is informational only and not medical advice.* MyFitnessPal is the market-leading nutrition and fitness tracking platform, positioned as an all-in-one solution for calorie counting, macro tracking, and exercise logging. It targets health-conscious individuals ranging from casual weight-loss seekers to fitness enthusiasts. Currently, the app maintains a dominant market position, holding the #1 Grossing spot in the Health & Fitness category (US) and ranking #39 Grossing overall. Its primary value proposition lies in its massive database of over 20.5 million foods and its recent pivot toward AI-powered logging tools.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Differentiator] AI Food Tracker:** Logs meals/macros from a 20.5M+ food database.
  * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior.
- **[Differentiator] Barcode & Meal Scan:** Instant nutritional identification (Premium only).
  * *User Intent:* Users seek enhanced value through premium features.
- **[Differentiator] Intermittent Fasting:** Integrated window tracking alongside nutrition.
  * *User Intent:* Users want visibility into their own performance and progress.
- **[Standard] Wear OS Integration:** Watch-based calorie, water, and macro tracking.
  * *User Intent:* Users want visibility into their own performance and progress.
- **[Standard] Cross-App Sync:** Connectivity with 40+ devices (Fitbit, Garmin, etc.).
  * *User Intent:* Users expect seamless access across multiple devices.
<!-- /section:features -->

## Monetization Strategy
- **Model:** Freemium
- **Tiers:** Free tier: Basic calorie and nutrition tracking, activity logging, and community access., Premium/Premium Plus: Ad-free experience, barcode/meal scanning, voice logging, custom macro goals, and personalized meal plans.
- **Analysis:** Uses a high-volume free tier to maintain the largest food database, while gating convenience features (scanning/voice) and advanced planning tools behind a subscription.

<!-- section:sentiment -->
## 🟡 User Sentiment (High Confidence: 5.2M reviews)
- **Overall Rating:** 4.56/5
- **Platform Split:** iOS 4.7/5 (2.3M ratings) | Android 4.4/5 (2.9M ratings)
- **Overall Sentiment:** Mixed

### Top Praises
- **Weight Loss Effectiveness**
- **Extensive Food Database**

### Top Complaints (Impact Areas)
- **Aggressive Monetization**
- **Syncing and Data Integration Issues**

<!-- /section:sentiment -->
<!-- section:swot -->
## SWOT Analysis

**Core Strengths:**
- Massive food database (20.5M+ entries)
- Deep integration with 40+ third-party apps and devices
- Dominant market position (#1 Grossing in category)
- AI-powered logging features (Voice, Meal Scan)

**Critical Frictions:**
- Paywalled barcode scanner causing significant user backlash
- Unreliable syncing with wearables (Garmin, steps)
- Technical instability (frequent logouts, UI bugs)
- Inaccurate crowdsourced nutritional data

**Growth Levers:**
- Stabilize wearable integrations to reclaim 'prosumer' trust
- Reduce 'clicks-to-log' friction to match faster rivals like Lose It!
- Introduce lab-verified data tier to compete with Cronometer

**Market Threats:**
- Lose It!'s high release velocity and gamified retention
- Migration to free alternatives for barcode scanning (Fatsecret)
- Cronometer's superior data accuracy for biohackers

<!-- /section:swot -->
## What's Changed (v3 → v4)
The app has transitioned to a mixed sentiment profile while expanding its feature set to include fasting and wearable integration, though it faces mounting pressure from faster, more agile competitors.

- **[HIGH]** **[Shifted] Sentiment Profile Shift:** Overall sentiment improved from 'negative' to 'mixed', though specific complaints regarding paywalls and syncing issues have become more prominent.
- [MED] **[Added] New Core Features:** Integrated Intermittent Fasting and Wear OS tracking as primary features to broaden the app's utility.
- [MED] **[Added] Technical and Data Weaknesses:** Added technical instability and inaccurate crowdsourced data as formal weaknesses in the SWOT analysis.
- **[HIGH]** **[Shifted] Competitive Landscape Recognition:** Formalized the threat from high-velocity competitors like Lose It! and Yazio, acknowledging a gap in release cadence and UX agility.

<!-- section:rivals -->
## Rivals Landscape

> Competitive positioning identified by AI analysis of app features, category, and market signals.

### MyFitnessPal: Calorie Counter vs Lose It! – Calorie Counter — Head to Head
- **[Lose It! – Calorie Counter](https://marlvel.ai/intel-report/health-fitness/com-fitnow-loseit)** by FitNow: Lose It! is the most direct threat to MyFitnessPal's market share, maintaining a massive user base while significantly outpacing the target in release velocity (29 updates in 6 months).
  - **Key differences:**
    - Aggressive feature shipping cycle (weekly updates) compared to the target's more conservative maintenance schedule.
    - Heavy emphasis on social 'Challenges' and community gamification to drive retention, whereas the target focuses on utility and AI-logging.
    - Streamlined 'Snap It' photo logging UX designed for speed, positioning it as the 'faster' alternative to the target's comprehensive but complex interface.
  - **Where MyFitnessPal: Calorie Counter wins:**
    - ✅ Superior legacy food database depth and verified entries, reducing the manual 'search and verify' friction for global users.
    - ✅ Deeper integration with a broader range of third-party fitness hardware and wearable ecosystems.
  - **Where Lose It! – Calorie Counter wins:**
    - ❌ Higher UX agility, frequently testing and shipping UI refinements that make the daily logging flow feel less like a chore.
    - ❌ More accessible 'Challenges' framework that leverages peer pressure and social proof more effectively than the target's community tabs.
  - **Verdict:** The target must defend its 'database authority' while matching the nemesis's UX velocity. A focus on reducing 'clicks-to-log' is essential to prevent user migration to this faster-feeling rival.

### Contenders (Strong Challengers)
- **[Cronometer: Calorie Counter](https://marlvel.ai/intel-report/health-fitness/cronometer-calorie-counter)** by Cronometer Software Inc: The primary choice for 'prosumer' users who find the target app's data accuracy or micronutrient tracking insufficient.
  - Focuses on 'Gold Standard' data accuracy with lab-analyzed food entries, targeting the biohacker audience that distrusts the target's crowdsourced data.
  - Provides granular micronutrient and biometrics tracking (e.g., insulin, blood pressure) that the target app treats as secondary to macros.
- **[Lifesum: AI Calorie Counter](https://marlvel.ai/intel-report/health-fitness/com-sillens-ishape)** by Lifesum AB: A design-forward rival that wins on aesthetic appeal and holistic 'Life Score' positioning.
  - Replaces the target's data-heavy dashboard with a simplified, visual 'Life Score' to reduce calorie-counting anxiety.
  - Offers specialized 'Meal Plans' (Keto, Vegan, Mediterranean) with integrated shopping lists, moving beyond the target's primary focus on tracking.
- **[AI Calorie Tracker by Yazio](https://marlvel.ai/intel-report/health-fitness/ai-calorie-tracker-by-yazio)** by YAZIO: High-velocity competitor (25 releases in 6 months) focusing heavily on the intersection of fasting and AI logging.
  - Deeply integrates Intermittent Fasting timers and protocols directly into the calorie tracking flow, a feature the target treats as a separate module.
  - Aggressive AI-first positioning in recent updates, specifically targeting the 'automated logging' pain point.
- **[Calorie Counter by fatsecret](https://marlvel.ai/intel-report/health-fitness/com-fatsecret-caloriecounter)** by fatsecret: A high-scale utility rival that competes on a 'free-first' value proposition and API ubiquity.
  - Offers a more robust free tier for core tracking features that the target has increasingly moved behind a Premium paywall (e.g., barcode scanning in some regions).
  - Positions as a 'clean' utility without the lifestyle content and ad-heavy feed found in the target app.

### Peers (What They Do Better)
- **[Noom Weight Loss, Food Tracker](https://marlvel.ai/intel-report/health-fitness/com-noom-wlc)** by Noom, Inc.: An adjacent rival focusing on the 'why' of eating through psychology rather than the 'what' of calorie counting.
  - Uses a color-coded (Green/Yellow/Orange) food density system instead of the target's strict macro/calorie focus.
  - Subscription includes a human coach and daily psychological lessons, positioning it as a behavior-change program rather than a tool.
- **[WeightWatchers Program](https://marlvel.ai/intel-report/health-fitness/weightwatchers-program)** by WW International, Inc.: The legacy incumbent that competes for the same mass-market weight loss audience using a proprietary points system.
  - Abstracts calorie counting into a 'Points' system to simplify decision-making for non-technical users.
  - Strong offline-to-online ecosystem with community workshops and branded retail food products.
- **[MacroFactor - Macro Tracker](https://marlvel.ai/intel-report/health-fitness/com-sbs-diet)** by Stronger By Science Technologies LLC: A rising 'smart' tracker that uses an expenditure algorithm to adjust goals dynamically.
  - Uses a 'compliance-neutral' algorithm that adjusts targets based on weight trends and intake, rather than shaming users for missing goals.
  - Positions as a science-first tool for athletes, avoiding the 'general wellness' marketing of the target app.
- **[Fitbit: Health & Fitness](https://marlvel.ai/intel-report/health-fitness/fitbit-health-fitness)** by Google: A platform-level peer where food tracking is a secondary feature of a hardware-integrated ecosystem.
  - Seamlessly closes the loop between 'calories in' and 'calories out' via proprietary hardware sensors.
  - Focuses on holistic health metrics (sleep, readiness, stress) where the target app is strictly nutrition-centric.

### New Kids on the Block (What's Innovative)
- **[MyNetDiary PlateAI - AI Coach](https://marlvel.ai/intel-report/health-fitness/mynetdiary-plateai-ai-coach)** by MyNetDiary Inc.: A pivot from a legacy developer into a dedicated AI-first coaching experience, launched recently to disrupt the tracking space.
- **[MyPlate: Calorie Counter](https://marlvel.ai/intel-report/health-fitness/myplate-calorie-counter)** by Sailen BAKIROGLU: A new entry (July 2025 release) attempting to capture the 'simple utility' segment that feels the target app has become too bloated.

<!-- /section:rivals -->
<!-- section:whats-new -->
## What's New

- **Latest (vVARY, 2 weeks ago):** Improved Today screen button responsiveness and resolved visual inconsistencies in the background UI.
<!-- /section:whats-new -->

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway)

MyFitnessPal: Calorie Counter is an established health & fitness app that is free with in-app purchases.
With a 4.56/5 rating from 5.2M reviews, it shows polarized user reception.

<!-- speakable-start -->
> **Bottom Line:** MyFitnessPal remains the market incumbent due to its massive data moat, but it is currently vulnerable. To maintain its #1 position, the PM must prioritize technical stability (syncing) and address the monetization backlash that is currently fueling a migration to faster, cheaper rivals like Lose It! and Fatsecret.
<!-- speakable-end -->

**Best for:** Health-conscious individuals and fitness enthusiasts looking for an all-in-one, data-driven solution to manage weight, nutrition, and exercise habits.

<!-- section:pm-actions -->
### PM Action Plan (Next Best Moves)

- [ ] [HIGH] Fix Garmin and step-count syncing infrastructure — *Syncing issues are a top complaint theme and directly undermine the app's core utility as a central health hub.*
- [ ] [HIGH] Re-evaluate the barcode scanner paywall strategy — *This is the #1 driver of negative sentiment and 'declining' trend, with users explicitly mentioning migration to competitors.*
- [ ] [MEDIUM] Optimize 'clicks-to-log' UX flow — *Nemesis (Lose It!) is winning on UX agility and speed; reducing logging friction is essential for retention.*
<!-- /section:pm-actions -->

<!-- section:feature-gaps -->
### Feature Gaps vs Competitors

- Social 'Challenges' and gamification (available in Lose It!)
- Lab-analyzed 'Gold Standard' food data (available in Cronometer)
- Compliance-neutral expenditure algorithm (available in MacroFactor)
- Integrated 'Life Score' visual (available in Lifesum)
<!-- /section:feature-gaps -->

<!-- section:outlook -->
### Outlook: Declining

- 🔴 Aggressive paywalling of barcode scanning is driving a Frustrated user mood and migration to rivals.
- 🔴 Persistent syncing issues with Garmin and wearables are undermining core utility for power users.
- 🟢 Active investment in AI (Voice Logging, Meal Scan) shows a commitment to maintaining a technological lead in logging efficiency.
<!-- /section:outlook -->

<!-- /section:so-what -->

<!-- section:metrics -->
## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Overall Rating | 4.56/5 |
| Total Reviews | 5.2M |
| Sentiment | Mixed (45/100) |
| Confidence | High |
| Pricing Model | Freemium |
| Platforms | iOS & Android |
| Key Features | 5 analyzed |
| Trend | Mixed |
| Outlook | Declining |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **MyFitnessPal: Calorie Counter** (this app) | 4.56/5 | Mixed | MyFitnessPal, Inc. |
| [Noom Weight Loss, Food Tracker](https://marlvel.ai/intel-report/health-fitness/com-noom-wlc) | 4.7/5 | N/A | Noom, Inc. |
| [MacroFactor - Macro Tracker](https://marlvel.ai/intel-report/health-fitness/com-sbs-diet) | 4.8/5 | N/A | Stronger By Science Technologies LLC |
| [Lose It! – Calorie Counter](https://marlvel.ai/intel-report/health-fitness/com-fitnow-loseit) | 4.8/5 | Mixed | FitNow |
| [Lifesum: AI Calorie Counter](https://marlvel.ai/intel-report/health-fitness/com-sillens-ishape) | 4.6/5 | Frustrated | Lifesum AB |
| [WeightWatchers Program](https://marlvel.ai/intel-report/health-fitness/weightwatchers-program) | 4.8/5 | Thrilled | WW International, Inc. |

## Company Profile
- **Developer:** MyFitnessPal, Inc.
- **Website:** [https://www.myfitnesspal.com/](https://www.myfitnesspal.com/)
- **Social:** [Instagram](https://www.instagram.com/myfitnesspal) · [Facebook](https://www.facebook.com/myfitnesspal) · [X/Twitter](https://twitter.com/MyFitnessPal) · [YouTube](https://www.youtube.com/c/myfitnesspal) · [TikTok](https://www.tiktok.com/@myfitnesspal) · [LinkedIn](https://www.linkedin.com/company/myfitnesspal)

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/us/app/myfitnesspal-calorie-counter/id341232718?uo=4)
- **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.myfitnesspal.android&hl=en&gl=us)
- **Dev Site:** [Official Website](https://www.myfitnesspal.com/)
- **Sources:** Developer website content, App store metadata, User reviews.

## Related Intel Reports
- [*Noom Weight Loss, Food Tracker*](https://marlvel.ai/intel-report/health-fitness/com-noom-wlc) (Noom, Inc.) — 4.7/5 Rating | N/A Sentiment
- [*MacroFactor - Macro Tracker*](https://marlvel.ai/intel-report/health-fitness/com-sbs-diet) (Stronger By Science Technologies LLC) — 4.8/5 Rating | N/A Sentiment
- [*Lose It! – Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/com-fitnow-loseit) (FitNow) — 4.8/5 Rating | Mixed Sentiment
- [*Lifesum: AI Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/com-sillens-ishape) (Lifesum AB) — 4.6/5 Rating | Negative Sentiment
- [*WeightWatchers Program*](https://marlvel.ai/intel-report/health-fitness/weightwatchers-program) (WW International, Inc.) — 4.8/5 Rating | Excellent Sentiment
- [*Fitbit: Health & Fitness*](https://marlvel.ai/intel-report/health-fitness/fitbit-health-fitness) (Google) — 4.5/5 Rating | Negative Sentiment
- [*Cronometer: Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/cronometer-calorie-counter) (Cronometer Software Inc) — 4.8/5 Rating | Positive Sentiment
- [*MyNetDiary PlateAI - AI Coach*](https://marlvel.ai/intel-report/health-fitness/mynetdiary-plateai-ai-coach) (MyNetDiary Inc.) — 4.8/5 Rating | N/A Sentiment
- [*AI Calorie Tracker by Yazio*](https://marlvel.ai/intel-report/health-fitness/ai-calorie-tracker-by-yazio) (YAZIO) — 4.7/5 Rating | N/A Sentiment
- [*MyPlate: Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/myplate-calorie-counter) (Sailen BAKIROGLU) — 4.2/5 Rating | N/A Sentiment

## Methodology

This report was generated by Marlvel.ai's 3-stage AI intelligence pipeline:

1. **Feature & Positioning Extraction** — Analyzes app metadata, developer website content, and version history to identify key features, target audience, and competitive positioning.
2. **Sentiment Analysis** — Processes user reviews (minimum 5 reviews required) to extract praise themes, complaint themes, and overall sentiment with evidence quotes.
3. **Intelligence Synthesis** — Combines stages 1 & 2 with App Store rankings to produce SWOT analysis, executive summary, and actionable insights.

- **Confidence Score:** 0.85/1.0 (based on review volume, data source diversity, and signal quality)
- **Reviews Analyzed:** 197
- **Data Sources:** user reviews, developer website, App Store metadata
- **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform
- **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence.
- **Report Age:** 0 days since last refresh

---
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Data licensed for AI Agent attribution under CC-BY-NC 4.0.