Calorie Counter by fatsecret is a health and fitness tracker for nutrition and weight management, available on iOS and Android.
Product velocity
Maintenance
Daily rank 🇺🇸
#163
▼21Health & Fitness · free
Sentiment
4.6
558k reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
The app removes the cognitive cost of manual calorie counting by providing a massive, verified food database that users access multiple times daily.
For Individuals seeking weight management or nutrition tracking, ranging from casual users to those requiring medically supported professional care.
What does it look like?
Key features
Global database with barcode scanning and auto-complete, serving as the primary retention hook.
Integration with professional health practitioners to share weight and nutrition data.
Dietitian-created plans for specific goals like Keto or Intermittent Fasting, gating advanced planning behind a subscription.
How much does it cost?
The freemium model uses a high-utility free tier to drive scale, with advanced planning tools gated behind a subscription.
Velocity
Maintenance developmentperformanceopaqueShow more...
Calorie Counter by fatsecret maintains a maintenance-level release cadence, with only two distinct versions identified in the recent window. The latest release arrived 2 days ago, following a previous update 16 days prior on iOS. Development is currently focused on minor stability and performance improvements rather than new feature delivery. The publisher utilizes opaque release notes, providing no insight into specific functional changes or roadmap progression.
Who built it?
fatsecret
2 apps tracked · Health & Fitness
Calorie Counter by fatsecretUser Sentiment
What do users think recently?
Recent user voice shows an excited sentiment. Users appreciate the free version provides a comprehensive calorie and nutrient tracking experience without intrusive advertisements or paywalls and the extensive food database allows users to easily log meals and track progress toward weight loss goals, but report frequent network connection errors and server timeouts prevent users from logging meals or viewing reports.
How are ratings & reviews evolving?
Weekly average review rating
What users say, by theme
- 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
- Frequent network connection errors and server timeouts prevent users from logging meals or viewing reports
99 of 99 recent reviews analyzed · high confidence · Excited overall
Read the full review analysisUnlock 2 more frustration themes and 2 user requests, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Calorie Counter by fatsecret
How's the Health & Fitness market?
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.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Calorie Counter by fatsecret
Where is it heading?
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.
The SWOT
- Global food database with barcode scanning sustains high organic install velocity
- Professional sync integration creates a defensible B2B-style lock-in with health practitioners
- Localized recipe databases for underserved regional markets could capture users requesting specific cultural dietary content
Next best moves
Rebuild search and barcode scanner backend because network timeouts are the #1 complaint in the latest version → restore daily logging habit
+ 1 more prioritized moveThe counter-intuitive read
The app's professional-sync integration is a more powerful…
Read the full takeSince the last report: 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.
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.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] Play Store listing, source
Report last updated