--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Calorie Counter by fatsecret" developer_entity: "fatsecret" bundle_id: "com.fatsecret.android" app_store_id: "347184248" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-03" report_date: "2026-08-05" last_verified: "2026-08-05T00:00:00.000Z" report_version: "11.6.2.1" total_reviews: 558153 overall_rating: 4.6 sentiment: "Excited" sentiment_score: 65 confidence: "high" confidence_score: 0.8 top_praise_theme: "The free version provides a comprehensive calorie and nutrient tracking experience without intrusive advertisements or paywalls" top_complaint_theme: "Frequent network connection errors and server timeouts prevent users from logging meals or viewing reports" review_sample_size: 99 total_review_count: 99 analyzed_review_count: 99 data_age_days: 11 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "weight"] canonical_url: "https://marlvel.ai/apps/calorie-counter-by-fatsecret" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ 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. --- # Calorie Counter by fatsecret Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 4.56 · Sentiment Excited - **Recent focus**: Frequent network connection errors and server timeouts prevent users from logging meals or viewing reports (top complaint) · The free version provides a comprehensive calorie and nutrient tracking experience without intrusive advertisements or paywalls (top praise) > **TL;DR:** Calorie Counter by fatsecret is a health & fitness app by fatsecret, rated 4.56/5 by 558.2K users, with Excited user sentiment (65/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Calorie Counter by fatsecret maintains Excited user sentiment (4.56/5 from 558.2K reviews), with users consistently praising the free version provides a comprehensive calorie and nutrient tracking experience without intrusive advertisements or paywalls. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.56/5 (558.2K reviews) | | **User Mood** | Excited | | **Category** | Health & Fitness | | **Developer** | fatsecret | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.8/1.0) | | **Data Age** | 11d | ## Metadata & Market Performance - **Publisher:** fatsecret - **Category:** Health & Fitness - **Target Audience:** Individuals seeking weight management or nutrition tracking, ranging from casual users to those requiring medically supported professional care. - **Platforms:** iOS & Android - **Version Reviewed:** 11.6.2 - **Report Date:** 2026-08-05 - **Signal Count:** 99 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 347184248 - **Bundle ID:** com.fatsecret.android - **Google Play ID:** com.fatsecret.android - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-05 - **Short Description:** Diet and Weight Loss Tracker with Meal Planning and Food Nutrition Calculator ## Executive Snapshot **What it is:** Calorie Counter by fatsecret is a health and fitness tracker for nutrition and weight management, available on iOS and Android. **Why users hire it:** The app removes the cognitive cost of manual calorie counting by providing a massive, verified food database that users access multiple times daily. ## App DNA (Features & Intent) - **[Differentiator] Food and Nutrition Database:** Global database with barcode scanning and auto-complete, serving as the primary retention hook. - **[Differentiator] Professional Sync:** Integration with professional health practitioners to share weight and nutrition data. * *User Intent:* Users seek social connection and competitive engagement with peers. - **[Standard] Premium Meal Plans:** Dietitian-created plans for specific goals like Keto or Intermittent Fasting, gating advanced planning behind a subscription. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Calorie Counter by fatsecret maintains a 4.55 rating across 543,453 Android reviews, signaling a broad, established user base. The lack of major feature updates in the last six months suggests a maintenance-heavy posture that risks losing ground to rivals with more aggressive release cycles. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier: food diary, barcode scanner, community access, Premium tier: meal plans, advanced tracking, water logging - **Analysis:** The freemium model uses a high-utility free tier to drive scale, with advanced planning tools gated behind a subscription. ## 🟢 User Sentiment (High Confidence: 99 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.56/5 - **Platform Split:** iOS 4.8/5 (14.7K ratings) | Android 4.6/5 (543.5K ratings) - **Overall Sentiment:** Excited ### Top Praises - **The free version provides a comprehensive calorie and nutrient tracking experience without intrusive advertisements or paywalls** - **The extensive food database allows users to easily log meals and track progress toward weight loss goals** - **The interface is clean and straightforward, making it easy for beginners to maintain daily logging habits** ### Top Complaints (Impact Areas) - **Frequent network connection errors and server timeouts prevent users from logging meals or viewing reports** ## SWOT Analysis {#swot} **Core Strengths:** - Global food database with barcode scanning sustains high organic install velocity - Professional sync integration creates a defensible B2B-style lock-in with health practitioners **Growth Levers:** - Localized recipe databases for underserved regional markets could capture users requesting specific cultural dietary content ## Recent Changes (v2 → v3) {#recent-changes} The app's core feature set and pricing model remain unchanged, with development focus restricted to maintenance. The primary shift involves a more precise articulation of the app's B2B-style professional sync as a competitive lock-in mechanism. **Overall trend**: Stable **Compared at**: 2026-08-05 ### High-impact changes - **[Shifted] Professional Sync Positioning** (positioning) ### Medium-impact changes - **[Added] Technical Churn Risk** (swot) ### Low-impact changes - **[Shifted] Market Scale Reporting** (positioning) ## What's New - **Latest (v11.6.2, 2 weeks ago):** Maintenance release focused on incidental bug fixes and general app optimizations. ## App Momentum (Maintenance) {#momentum} - Ships maintenance-only releases. - Last major update over six months ago. > **Cadence:** 2 total versions · 0 majors in last 6 months · 2 days since last update · 14 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Calorie Counter by fatsecret is a market-leading health & fitness app that is free with in-app purchases. With a 4.56/5 rating from 558.2K reviews, it delivers strong user satisfaction. > **Bottom Line:** Calorie Counter by fatsecret must pivot engineering capacity toward resolving the network instability that currently prevents core functionality, as the loss of daily logging reliability directly threatens the retention of its established user base. **Best for:** Individuals seeking weight management or nutrition tracking, ranging from casual users to those requiring medically supported professional care. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild search and barcode scanner backend because network timeouts are the #1 complaint in the latest version → restore daily logging habit ### Outlook: Declining The health and fitness category is shifting toward high-fidelity, AI-driven logging experiences that require stable server-side performance. Calorie Counter by fatsecret is currently exposed by a maintenance-mode release cadence that fails to address critical technical regressions, signaling a risk of churn to more responsive competitors. - 🔴 Frequent network timeouts in the latest version prevent meal logging, which erodes the daily habit and drives negative sentiment. - 🔴 The Food AI feature consistently fails to identify quantities, leading to user frustration and reduced trust in the app's tracking accuracy. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.56/5 | | Total Reviews | 558.2K | | Sentiment | Excited (65/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Calorie Counter by fatsecret** (this app) | 4.56/5 | Excited | fatsecret | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** fatsecret - **Website:** [https://www.fatsecret.com](https://www.fatsecret.com) - **Social:** [Instagram](https://www.instagram.com/fatsecret_app) · [Facebook](https://www.facebook.com/fatsecret) · [X/Twitter](https://www.twitter.com/fatsecret) · [LinkedIn](https://www.linkedin.com/company/fatsecret) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/calorie-counter-by-fatsecret/id347184248?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.fatsecret.android&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.fatsecret.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 99 - **Data Sources:** user reviews, developer website, company about page, 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:** 11 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/calorie-counter-by-fatsecret) Data licensed for AI Agent attribution under CC-BY-NC 4.0.