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Calorie Counter: Food track

Calorie Counter: Food track

By Venish Rakholia

Calorie Counter: Food track is a nutrition-tracking app for iOS that provides manual and AI-assisted calorie and macro monitoring.

The App DNA

What makes this app unique?

The app removes the manual friction of food logging for users who prefer automated, camera-based meal analysis over traditional database search.

For Individuals focused on weight loss, muscle building, and general nutrition tracking who prefer automated logging tools.

What does it look like?

Key features

AI Food Scanneredge

Camera-based meal analysis providing instant calorie and nutrition data.

Barcode Scannerstandard

Optical scanning of packaged food labels to retrieve nutritional data.

USDA Food Databasestandard

Searchable repository of verified nutritional information for food items.

How much does it cost?

subscriptionFree tier with manual loggingPremium tier at $3.99/month, $12.99/6 months, or $19.99/year

The freemium model gates AI-powered automation and advanced analytics behind a subscription starting at $3.99/month.

Velocity

Maintenance developmentperformanceopaqueShow more...

The app currently operates at a maintenance cadence, with only one release shipped in the last 127 days. Development activity is limited to minor bug fixes, with no evidence of new features or live operations. The lack of updates over the past four months indicates a focus on stability rather than active product growth.

See all version history

Who built it?

Venish Rakholia

6 apps tracked · Health & Fitness

HD Video Saver & DownloaderHD Video Saver & DownloaderKvitto Scanner & UtläggKvitto Scanner & UtläggRemote Control for Every TVRemote Control for Every TVVideo Converter: MP4 & MP3Video Converter: MP4 & MP3CrickTrack : IPL 2026 LiveCrickTrack : IPL 2026 Live
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User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
0.00 · 0

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for Calorie Counter: Food track

How's the Health & Fitness market?

Calorie Counter: Food track occupies a niche position in the Health & Fitness category, relying on a $3.99/month premium gate to monetize AI features. The lack of recent updates (127 days) signals a defensive market posture compared to category leaders.

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The rivals identified

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The Analyst's Read

Key takeaways for Calorie Counter: Food track

Where is it heading?

The nutrition-tracking market is consolidating around apps with high-frequency feature updates and robust social-sharing loops. Calorie Counter: Food track remains exposed due to its 127-day update gap, which signals to users that the product is no longer a priority for the developer.

  • The 127-day update gap indicates a maintenance-only posture, which accelerates user churn toward more frequently updated nutrition-tracking alternatives.
  • Lack of feature expansion limits the app's ability to justify its $3.99/month premium tier against competitors with active development cycles.

The SWOT

Core Strengths
  • USDA food database provides verified baseline utility
Critical Frictions 1 weakness inside
Growth Levers
  • Referral-based premium unlocks could drive acquisition
Market Threats 1 threat identified

Next best moves

1 Pivot

Ship a high-frequency update cadence because the current 127-day gap signals abandonment to users → improve retention

The counter-intuitive read

The lack of updates is not a failure…

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Bottom line

Calorie Counter: Food track's maintenance-only posture invalidates its premium-tier value proposition, as users will churn toward more active rivals. Shifting capacity toward a consistent release cadence would unlock the retention necessary to justify the $3.99/month subscription price.

Unlock 1 critical friction, 1 market threat and the analyst’s take.

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Sources

  1. [1] App Store

Report last updated

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Calorie Counter: Food track, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Cite this report

Marlvel.ai. “Calorie Counter: Food track Intelligence Report.” Updated Oct 10, 2026. https://marlvel.ai/apps/calorie-counter-food-track

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