Calorie AI - AI food tracker is a nutrition logging utility for iOS that uses optical character recognition and barcode scanning to track daily caloric intake.
The App DNA
What makes this app unique?
It removes the manual friction of meal logging, though current database gaps and calculation errors prevent it from serving as a reliable health tool.
For Individuals seeking a tool to monitor nutritional intake and physical activity for weight management or fitness goals.
What does it look like?
Key features
Optical character recognition to identify food items and retrieve nutritional data, reducing logging friction.
Camera-based barcode lookup for instant nutritional information retrieval.
Charts displaying historical calorie trends and weight changes.
How much does it cost?
The app is currently listed as free with no explicit subscription or IAP tiers mentioned in the store metadata.
Velocity
Maintenance developmentperformanceopaqueShow more...
The app has been silent for 147 days, with only a single minor release identified in the recent window. This cadence of less than one release every three months places the app firmly in a maintenance state. Development activity is currently limited to generic performance and stability improvements, with no evidence of new features or live operations. The lack of updates suggests a focus on basic upkeep rather than active product evolution.
Who built it?
Trinh Mai Luong
7 apps tracked · Utilities
Heart Rate Monitor: Health App
Water Tracker: Daily Reminder
SleepWell - Sleep Tracker
DocScan App: PDF Scanner, Edit
Find Phone By Clap, Flash
Street View - Map NavigationUser Sentiment
What do users think recently?
The recent review mood reads upset.
How are ratings & reviews evolving?
What users say, by theme
- Inaccurate biometric and physical data processing causes the app to miscalculate user health metrics significantly
1 of 1 recent reviews analyzed · limited sample
Read the full review analysisUnlock 1 more frustration theme, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Calorie AI - AI food tracker
How's the Utilities market?
Calorie AI - AI food tracker occupies the free utility segment of the nutrition-tracking space, but its lack of recent feature updates and reported data inaccuracies limit its competitive standing.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Calorie AI - AI food tracker
Where is it heading?
The nutrition-tracking category is consolidating around apps with verified, comprehensive food databases and high-frequency update cadences. Calorie AI - AI food tracker remains in a maintenance state, which leaves it exposed to competitors that offer more reliable health metrics and broader food coverage.
- The four-month maintenance gap indicates stalled development, which prevents the app from addressing critical database and calculation errors.
- Reported biometric calculation errors erode user trust, which compounds the churn risk already present due to the insufficient food library.
The SWOT
- OCR-based logging reduces manual entry friction
- Expand food database with common staples
Next best moves
Audit biometric calculation logic because users report unrealistic height and weight adjustments → improve data accuracy
+ 1 more prioritized moveThe counter-intuitive read
Calorie AI - AI food tracker's lack of monetization is a liability…
Read the full takeSince the last report: The app remains in a static maintenance state with no functional, pricing, or sentiment shifts identified since the previous report. The 147-day development gap persists, and all core weaknesses regarding data integrity and database coverage remain unaddressed.
Bottom line
Calorie AI - AI food tracker must address the biometric calculation errors and database gaps to establish baseline utility. Fixing these core functional failures would stabilize the user experience before any monetization experiments are attempted.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Calorie AI - AI food tracker accurate for weight management?
Does the app include common food items like eggs or chicken?
Is there a paid version of Calorie AI - AI food tracker?
Sources
- [1] App Store, source
Report last updated