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AI Calorie Counter & Meal Plan

AI Calorie Counter & Meal Plan

By Cacao Mobile

AI Calorie Counter & Meal Plan is a Health & Fitness app by Cacao Mobile that claims to automate nutrition tracking through AI-powered image recognition. The app aims to provide users with calorie estimates and nutritional breakdowns to support weight loss, muscle gain, or diet maintenance.

Overview · Full Intel report in progress

The App DNA

What makes this app unique?

For Individuals seeking to manage their nutrition and fitness goals through automated food logging.

Key features

Instant food recognitionstandard

Uses AI to identify ingredients and estimate calories directly from user-submitted food photos.

Detailed nutrition infostandard

Provides data on protein, fat, and carbohydrate intake to help users monitor their dietary balance.

Progress trackingstandard

Allows users to monitor their nutritional statistics on a daily, weekly, and monthly basis.

Personalized goalsstandard

Enables users to adjust their nutritional targets to align with specific lifestyle or fitness objectives.

How much does it cost?

freemium

Velocity

Intense developmentShow more...

5 versions in history. Development pace: intense.

See all version history

Who built it?

Cacao Mobile

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Explore the full publisher profile

User Sentiment

What do users think recently?

How are ratings & reviews evolving?

Google Play
4.73 · 15k
App Store
4.58 · 2k

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for AI Calorie Counter & Meal Plan

How's the Health & Fitness market?

The rivals identified

MyFitnessPal: Calorie Counter

By MyFitnessPal, Inc.

Both apps target individuals managing nutrition goals through automated food logging, competing directly on AI meal scanning capabilities.

  • MyFitnessPal relies on a 20.5M+ food database for manual and scanned entries, while AI Calorie Counter faces user concerns over recognition accuracy.
  • MyFitnessPal includes specialized GLP-1 tracking and grocery delivery integration on premium tiers.
  • MyFitnessPal provides recipe building functionality for home cooks managing specific dietary requirements.
AI Calorie Counter & Meal Plan vs MyFitnessPal: Calorie Counter
Show 2 more

Unlock the head-to-head verdict: where this rival wins, and where it loses.

Access the full report for free

The Analyst's Read

Key takeaways for AI Calorie Counter & Meal Plan

Where is it heading?

Bottom line

While marketed as a convenient AI-driven nutrition tool, recent user feedback highlights significant concerns regarding recognition accuracy, manual entry limitations, and support accessibility.

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 AI Calorie Counter & Meal Plan, 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. “AI Calorie Counter & Meal Plan Intelligence Report.” Updated Apr 20, 2026. https://marlvel.ai/apps/ai-calorie-counter-meal-plan

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