Report updated Apr 20, 2026

Overview · Full Intel report in progress

AI Calorie Counter & Meal Plan is an established health & fitness app that is free with in-app purchases. With a 4.7/5 rating from 17.1K reviews, it shows polarized user reception.

What is AI Calorie Counter & Meal Plan?

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.

Current Momentum

v1.14 · 2d ago

Intense

Last updated 2d ago. 5 versions tracked.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Competition

Rivals identification in progress

7-Day Rank Pulse 🇺🇸

Health & Fitness

No ranking data

Rating Pulse 🇺🇸

What makes this app unique?

How Is The App's Momentum Right Now?

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What Are The 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

Who Built It?

Cacao Mobile

(1.3M)

Providing mobile-first utility and AI tools to streamline professional workflows and personal health management.

Portfolio

13

Apps

Free 12
Business33%
Graphics & Design17%
Health & Fitness17%

Who is Cacao Mobile?

Cacao Mobile operates as a high-velocity utility studio, prioritizing broad category coverage over single-niche dominance. Their strategic advantage lies in an aggressive 'AI-first' refresh cycle, rapidly porting legacy utility concepts like scanners and recorders into modern, AI-enhanced versions to capture high-intent search traffic. While their web presence claims institutional credibility through hardware partnerships with firms like Konica Minolta and HP, their store strategy remains focused on high-volume consumer subscriptions across fragmented categories.

Who is Cacao Mobile for?

  • Professionals requiring mobile document
  • Audio management
  • Alongside health-conscious consumers seeking automated tracking solutions
Intense

Portfolio momentum

Maintained an intense development pace with 48 updates across the portfolio in the last 6 months, with the most recent major release occurring within the last week.

Last release · 6d agoActive apps · 12Abandoned · 2

Analysis in progress, available soon

What do users think recently?

Analysis in progress, available soon

Analysis in progress, available soon

What is the competitive landscape for AI Calorie Counter & Meal Plan?

How's The Health & Fitness Market?

Market outlook for this category

Available very soon

Strategic analysis coming soon

SWOT, key takeaways & outlook

The outtake for AI Calorie Counter & Meal Plan

Key Takeaways

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

Where Is It Heading?

Trend analysis

Available very soon

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

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.

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Cite this report

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

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