Report updated Apr 17, 2026

TL;DR:Calor AI is an AI-native calorie tracker that uses photo recognition to simplify nutritional logging. Users feel Mixed, praising weight loss effectiveness but frustrated by ai accuracy and logging.|TL;DR:Calor AI is an AI-native calorie tracker that uses photo recognition to simplify nutritional logging. Users feel Mixed, praising weight loss effectiveness but frustrated by ai accuracy and logging.

Calor AI #1 Calorie Tracker is an established health & fitness app that is available. With a 4.7/5 rating from 2.2K reviews, it shows polarized user reception. Users particularly appreciate weight loss effectiveness, though ai accuracy and logging remains a common concern.

What is Calor AI #1 Calorie Tracker?

Calor AI is an AI-native calorie tracker that uses photo recognition to simplify nutritional logging. It targets health-conscious users seeking a low-effort alternative to manual data entry, positioning itself as a scientifically-backed wellness assistant. Its key differentiator is the ability to identify specialized dietary needs like Gluten-free and FODMAP options through its AI scanning engine.

Current Momentum

v1.0

Bug fixes & improvements!

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

Active Nemesis

Foodvisor - AI Calorie Counter

Foodvisor - AI Calorie Counter

By Foodvisor

Other Rivals

MyFitnessPal: Calorie Counter
Carb Manager–Keto Diet Tracker

7-Day Rank Pulse 🇺🇸

Health & Fitness

No ranking data

Rating Pulse 🇺🇸

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

What makes this app unique?

How Is The App's Momentum Right Now?

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What Are The Key Features?

AI Photo Meal ScanningDifferentiator

Uses AI to analyze photos of meals to provide nutritional breakdowns, including calories, macros, and ingredients.

Personalized Diet PlanningDifferentiator

Creates custom diet and fitness plans based on a lifestyle quiz and basal metabolic rate calculations.

Specialized Dietary SupportDifferentiator

Identifies specific dietary needs such as gluten-free or low-FODMAP options.

Daily Activity TrackingStandard

Logs meals and exercise to monitor overall health and fitness progress.

How much does it cost?

Subscription
  • Free to download
  • Subscription required for detailed nutritional analysis and insights

The app uses a freemium model where the core value proposition is gated behind a subscription, driving immediate monetization but creating friction for new users.

Who Built It?

Sebastien Menozzi app icon 1
Sebastien Menozzi app icon 2
Sebastien Menozzi app icon 3
Sebastien Menozzi app icon 4

Sebastien Menozzi

(4.8K)

Developing AI-powered health utilities and social party games designed to simplify personal tracking and enhance group interactions.

Portfolio

8

Apps

Free 7
Social Networking43%
Health & Fitness14%
Medical14%

Who is Sebastien Menozzi?

Menozzi has pivoted from experimental social networking projects toward a high-intent portfolio of AI-native health and medical utilities. The publisher leverages a rapid-deployment strategy, integrating trending technologies like photo-based meal recognition and data-driven parenting insights into subscription-first models. This shift suggests a strategic move to capture high-ARPU segments in the wellness and medical categories while maintaining a legacy presence in the social party game niche.

Who is Sebastien Menozzi for?

  • Health-conscious individuals
  • Tech-savvy parents seeking automated tracking tools
  • Alongside social groups looking for interactive party entertainment
Active

Portfolio momentum

The publisher is in an active development phase, having released 4 updates or new titles in the last 6 months, with the most recent major release occurring 23 days ago.

Last release · 23d agoActive apps · 4Abandoned · 3

What do users think recently?

Medium confidence · 11 reviews analyzed

How did the latest release land?

Overall
4.7/ 5
(2.2K)
Current version
4.8/ 5
+0.1 vs overall
(1.5K)
Main signal post-update: weight Loss Effectiveness.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate weight loss effectiveness and general usability, but report ai accuracy and logging and billing and subscription.

Limited review volume (11 reviews). Sentiment analysis will deepen as more data lands.

What is the competitive landscape for Calor AI #1 Calorie Tracker?

How's The Health & Fitness Market?

How does it evolve in the Health & Fitness market?

ChartRankChange
iOSGrossing#73NEW

The rivals identified

The Nemesis

Foodvisor - AI Calorie Counter

Foodvisor - AI Calorie Counter

4.7 (145.2K)

Foodvisor

Directly competes as a leading AI-powered photo nutrition app with deep macro analysis and personalized plans.

Head-to-head analysis pending — refresh this report for a detailed comparison.

Contenders

AI Food Tracker

Barcode & Meal Scan

Peers

Carb Manager–Keto Diet Tracker

Carb Manager–Keto Diet Tracker

Wombat Apps LLC

Dominates the low-carb and specialized diet niche with robust logging and AI scanning tools.

The outtake for Calor AI #1 Calorie Tracker

Strengths to defend, gaps to attack

Core Strengths

  • High initial App Store rating (4.8)
  • Unique specialized diet support (FODMAP/Gluten-free)
  • Seamless integration with MyFitnessPal

Critical Frictions

  • AI accuracy issues (hallucinations)
  • Technical instability (upload failures)
  • Aggressive billing/subscription friction

Growth Levers

  • Improve AI logic with 'common sense' bounds for portion sizes
  • Expand social media presence to build brand trust
  • Clarify trial terms to reduce churn and negative reviews

Market Threats

  • Legacy apps (MyFitnessPal) adopting AI features
  • New AI-first entrants with cleaner UX
  • Declining sentiment trend due to technical bugs

Key Takeaways

Calor AI #1 Calorie Tracker is an established health & fitness app that is available. With a 4.7/5 rating from 2.2K reviews, it shows polarized user reception. Users particularly appreciate weight loss effectiveness, though ai accuracy and logging remains a common concern.

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 Calor AI #1 Calorie Tracker, 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. “Calor AI #1 Calorie Tracker Intelligence Report.” Updated Apr 17, 2026. https://marlvel.ai/intel-report/health-fitness/calor-ai-1-calorie-tracker

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