Burn - Cal AI Tracker is a nutrition logging tool for iOS that uses AI to estimate calories and macronutrients from meal photos.
The App DNA
What makes this app unique?
The app removes the cognitive load of manual food database entry, allowing users to track nutrition without the time cost of traditional logging tools.
For Individuals seeking to manage weight, build muscle, or maintain health through simplified, AI-assisted nutrition tracking.
What does it look like?
Key features
Estimates calories, protein, carbs, and fat from a photo of a meal.
Provides daily breakdown of calories, protein, carbs, and fats to increase stickiness.
Adjusts tracking logic based on weight loss, muscle gain, or maintenance goals.
How much does it cost?
Subscription-based model with pricing gated behind an in-app purchase flow, typical for AI-utility health apps.
Velocity
Dormant developmentopaqueShow more...
Burn - Cal AI Tracker has been inactive for 158 days, placing it firmly in the zombie category. With only a single version release in the observed window and no subsequent updates, there is no evidence of ongoing development or maintenance. The lack of recent activity suggests the project is currently dormant.
Who built it?
User Sentiment
What do users think recently?
How are ratings & reviews evolving?
Not enough recent reviews to extract reliable themes yet.
Read the full review analysisCompetition
Competitive landscape for Burn - Cal AI Tracker
How's the Health & Fitness market?
Burn sits in the Health & Fitness category as a utility-focused AI tracker. The lack of updates since the April 2026 release indicates a potential pivot or sunset posture rather than an active attempt to capture market share.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Burn - Cal AI Tracker
Where is it heading?
The nutrition tracking market is shifting toward integrated health ecosystems that combine AI logging with social accountability. Burn's current maintenance-mode status leaves it exposed to rivals who are actively shipping community features and expanding their food databases, which will erode Burn's utility advantage by Q1.
- The five-month development silence since the April 2026 launch indicates a lack of active investment, which will likely lead to user churn.
The SWOT
- AI-powered meal scanning removes manual entry friction
- Gamified streaks could improve daily retention
Next best moves
Ship a retention-focused feature like streaks because the current utility-only model lacks a daily habit loop → increase DAU
The counter-intuitive read
The lack of updates is a strategic choice…
Read the full takeBottom line
Burn's AI-scanning utility provides a strong entry point, but the lack of development since April 2026 prevents it from building a sustainable habit loop. If the team pivots to active feature iteration, they could capture the casual segment before incumbents dominate the AI-logging space.
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- [1] App Store, source
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