TL;DR:FatSecret defends its position in the crowded nutrition-tracking market by offering a generous, feature-rich free tier that undercuts the paywall-heavy models of incumbents like MyFitnessPal, yet this reliance on a free-utility model creates a vulnerability: recent search-index regressions have eroded the core logging experience, driving churn among power users who rely on the database for daily habit formation. Users feel Mixed, praising comprehensive free feature set provides high value for calorie and macro tracking enthusiasts but frustrated by search functionality regressions post-update prevent users from finding common food items in the database. FatSecret maintains a strong user base through its generous free-tier utility, but the recent search-index regression threatens to drive churn to competitors, so the PM must prioritize stability over new feature development to defend the core logging habit..|TL;DR:FatSecret defends its position in the crowded nutrition-tracking market by offering a generous, feature-rich free tier that undercuts the paywall-heavy models of incumbents like MyFitnessPal, yet this reliance on a free-utility model creates a vulnerability: recent search-index regressions have eroded the core logging experience, driving churn among power users who rely on the database for daily habit formation. Users feel Mixed, praising comprehensive free feature set provides high value for calorie and macro tracking enthusiasts but frustrated by search functionality regressions post-update prevent users from finding common food items in the database. FatSecret maintains a strong user base through its generous free-tier utility, but the recent search-index regression threatens to drive churn to competitors, so the PM must prioritize stability over new feature development to defend the core logging habit..

Calorie Counter by fatsecret is an established health & fitness app that is free with in-app purchases. With a 4.6/5 rating from 552.5K reviews, it shows polarized user reception. Users particularly appreciate comprehensive free feature set provides high value for calorie and macro tracking enthusiasts, though search functionality regressions post-update prevent users from finding common food items in the database remains a common concern.

What is Calorie Counter by fatsecret?

FatSecret is a calorie and nutrition tracking app for iOS and Android that provides food logging, exercise tracking, and professional health data sharing.

Users hire FatSecret to manage weight and nutrition through a low-friction, free-to-use logging interface that integrates with professional health monitoring tools.

Current Momentum

v11.2 · 2d ago

Active
  • Launched FatSecret Clinic telehealth in Australia.
  • Shipped performance optimizations in latest release.
AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

MyFitnessPal: Calorie Counter

MyFitnessPal: Calorie Counter

By MyFitnessPal

Other Rivals

Lose It! – Calorie Counter
WeightWatchers Program
Noom Weight Loss, Food Tracker
Carb Manager—Keto Diet Tracker
Yuka - Food & Cosmetic Scanner
Fitbit: Health & Fitness
Calorie Counter - MyNetDiary
Cal AI - Calorie Tracker

7-Day Rank Pulse 🇺🇸

Health & Fitness
#99
17

Rating Pulse 🇺🇸

Recent User MoodAI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

What makes this app unique?

What Does It Look Like?

How Is The App's Momentum Right Now?

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What Are The Key Features?

Food and Nutrition DatabaseDifferentiator

Global database for logging food, calories, and macros with barcode scanner and auto-complete

Professional SyncDifferentiator

Direct data sharing with health professionals via fatsecret Professional monitoring tools

Premium Meal PlansStandard

Dietitian-created plans for specific goals like Keto, Mediterranean, or Intermittent Fasting

How much does it cost?

Freemium
  • Free tier includes food diary, barcode scanner, and community access
  • Premium tier available via monthly, quarterly, or annual subscription

Freemium model uses a robust free utility to drive scale, gating advanced planning and dietitian content behind a subscription.

Who Built It?

fatsecret app icon

Empowering individuals to achieve weight management goals through a comprehensive nutrition database and integrated tracking tools.

Portfolio

1

Apps

Who is fatsecret?

FatSecret distinguishes itself through a data-centric strategy, leveraging a proprietary nutrition API that serves as both a consumer utility and a B2B data source. Their moat is built on a high-quality nutrition database tailored for specific regional brands, which provides a structural advantage over generic tracking platforms. The recent expansion into 'fatsecret Clinic' signals a strategic pivot from self-directed tracking into the medically supported weight loss and professional coaching market.

Who is fatsecret for?

  • Individuals seeking data-driven weight management
  • Nutritional tracking with deep wearable ecosystem integration
Active

Portfolio momentum

Maintains an active development cycle for its flagship title with 10 releases in the last 6 months and a major update within the last week.

Last release · 6d agoActive apps · 1

What do users think recently?

High confidence · 99 reviews analyzed · Based on 99 reviews. Signal may be noisy.

How did the latest release land?

Overall
4.6/ 5
(552.5K)
Current version
4.8/ 5
+0.2 vs overall
(14K)
Main signal post-update: comprehensive free feature set provides high value for calorie and macro tracking enthusiasts.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate comprehensive free feature set provides high value for calorie and macro tracking enthusiasts, but report search functionality regressions post-update prevent users from finding common food items in the database.

What Users Love

Comprehensive free feature set provides high value for calorie and macro tracking enthusiasts

What Frustrates Users

Search functionality regressions post-update prevent users from finding common food items in the database

What Users Want

Advanced navigation features for the nutrition calendar to jump between specific dates and weeks

What is the competitive landscape for Calorie Counter by fatsecret?

How's The Health & Fitness Market?

How does it evolve in the Health & Fitness market?

FatSecret holds the #88 Free position in the US Health & Fitness category. The app maintains a 4.76 rating on iOS, signaling high user satisfaction despite recent search regressions.

ChartRankChange
AndroidFree#915
AndroidGrossing#1391

The rivals identified

The Nemesis

Head to Head

FatSecret should lean into its 'simplicity-first' UX to capture users fatigued by MyFitnessPal's complex, ad-heavy interface.

What sets Calorie Counter by fatsecret apart

  • FatSecret offers a more streamlined, lightweight interface that reduces friction for casual users tracking daily intake.

  • The free-to-use model is less aggressive with paywall gating compared to the premium-heavy MyFitnessPal experience.

What's MyFitnessPal: Calorie Counter's Edge

  • Unrivaled food database breadth ensures users rarely encounter missing items when logging specific branded or regional foods.

  • Extensive community forums and social features provide a level of peer support that drives long-term retention.

Contenders

Visual-first logging features like Snap It allow users to track meals using photo recognition technology.

Highly personalized weight loss plans that adapt based on user progress and historical logging patterns.

Proprietary 'Points' system simplifies complex nutrition data into a single, actionable daily budget for users.

Strong emphasis on behavioral coaching and live workshops creates a holistic health ecosystem beyond simple tracking.

Daily psychological lessons and cognitive behavioral therapy techniques help users build long-term sustainable eating habits.

Color-coded food density system encourages nutrient-dense choices without the strictness of traditional calorie counting.

Specialized macro-tracking optimized for net-carb calculation, which is often cumbersome in general-purpose calorie counters.

Extensive library of keto-specific recipes and meal plans tailored to the needs of low-carb dieters.

Peers

Instant barcode scanning provides health scores for food and cosmetics based on additive and ingredient safety.

Focuses on product transparency and health education rather than weight loss or calorie deficit tracking.

Seamless integration with wearable hardware provides automated activity and sleep data to inform calorie expenditure.

Comprehensive health dashboard combines nutrition, activity, sleep, and heart rate data in one unified view.

Calorie Counter - MyNetDiary

Calorie Counter - MyNetDiary

4.8 (146.6K)

MyNetDiary Inc.

A direct competitor in the calorie tracking space with a strong focus on clinical accuracy and diabetes management.

Includes specialized features for blood glucose and insulin tracking, appealing to users with medical dietary requirements.

High-quality, verified food database reduces the 'junk data' common in crowdsourced calorie tracking apps.

New Kids on the Block

Uses generative AI to estimate caloric content from natural language descriptions or photos of meals.

Automated logging workflows significantly reduce the time-to-log compared to traditional search-and-select database methods.

FitOn Workouts & Fitness Plans

FitOn Workouts & Fitness Plans

4.9 (282.8K)

FitOn Inc.

Rapidly growing fitness platform that is increasingly bundling nutrition tracking with high-quality video content.

Combines professional-grade workout video content with integrated meal planning to offer a complete fitness solution.

Social-first approach with live classes and community challenges drives higher daily engagement than static trackers.

The outtake for Calorie Counter by fatsecret

Strengths to defend, gaps to attack

Core Strengths

  • Professional-sync tools create a B2B distribution moat via health-provider referrals
  • Generous free-tier feature set sustains high organic install velocity

Critical Frictions

  • Search-index regressions in the latest release break core logging utility
  • Sensitive swipe-to-delete gestures cause frequent accidental data loss

Growth Levers

  • Expand telehealth nutrition coaching into international markets
  • Integrate generative AI for natural-language food logging to reduce manual entry friction

Market Threats

  • AI-first trackers reduce time-to-log, threatening the manual-entry user base
  • MyFitnessPal's massive database network effect remains a barrier to entry

What are the next best moves?

highInvest

Rebuild search index because current regressions return zero results for common food items → restore core logging utility

Search functionality regression is the #1 complaint theme in recent sentiment analysis.

Trade-off: Pause the planned UI refresh for the food diary — search reliability is the primary churn driver.

mediumMaintain

Add confirmation step to swipe-to-delete gestures because accidental data loss is a recurring pain point → reduce negative reviews

Users report accidental deletion of logged meals due to sensitive swipe controls.

Trade-off: Same-quarter capacity available — no major lever displaced.

A counter-intuitive read

The search regression is a blessing in disguise: it forces the team to move away from legacy database-search models toward AI-driven natural language logging, which is the only way to compete with emerging AI-native trackers.

Feature Gaps vs Competitors

  • Real-time blood glucose tracking (available in MyNetDiary but absent here)
  • Generative AI meal logging (available in Cal AI but absent here)

Key Takeaways

FatSecret maintains a strong user base through its generous free-tier utility, but the recent search-index regression threatens to drive churn to competitors, so the PM must prioritize stability over new feature development to defend the core logging habit.

Where Is It Heading?

Mixed Signals

The nutrition-tracking market is shifting toward automated, AI-assisted logging and clinical integration, leaving manual-entry apps like FatSecret vulnerable to churn. The app's current focus on B2B professional sync provides a defensive moat, but the recent search-index regression must be addressed to prevent the loss of the core user base to more reliable alternatives.

Search functionality regressions in the latest update prevent users from finding common food items, which directly erodes the daily logging habit.

Expansion into telehealth via FatSecret Clinic indicates active investment in B2B channels that competitors like MyFitnessPal lack.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Calorie Counter by fatsecret, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The app moved to a freemium pricing model and expanded into B2B telehealth, but experienced a decline in core logging reliability due to search-index regressions.

shifted

Pricing Model Transition

declined

Search Functionality Regression

added

B2B Professional Sync

added

Accidental Data Loss

Cite this report

Marlvel.ai. “Calorie Counter by fatsecret Intelligence Report.” Updated May 7, 2026. https://marlvel.ai/intel-report/health-fitness/com-fatsecret-caloriecounter

Agent Markdown (.md)·

Data licensed under CC-BY-NC 4.0