--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Calor AI #1 Calorie Tracker" developer_entity: "Sebastien Menozzi" bundle_id: "games.calico.foodtracker" app_store_id: "6686401112" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-04" report_date: "2026-04-07" report_version: "1.0.16" total_reviews: 1540 overall_rating: 4.81 sentiment: "Mixed" sentiment_score: 45 confidence: "medium" confidence_score: 0.35 data_age_days: 0 intelligence_version: 2 nemesis: "Foodvisor - Nutrition & Diet" competitor_count: 11 tags: ["health & fitness", "subscription", "mixed sentiment", "mobile app", "app review", "app analysis", "health-conscious", "individuals", "looking"] canonical_url: "https://marlvel.ai/intel-report/health-fitness/calor-ai-1-calorie-tracker" license: "CC-BY-NC 4.0" --- # Calor AI #1 Calorie Tracker App Audit > **TL;DR:** Calor AI #1 Calorie Tracker is a health & fitness app by Sebastien Menozzi, rated 4.81/5 by 1,540 users, with Mixed user sentiment (45/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Calor AI #1 Calorie Tracker shows Mixed sentiment (4.81/5 from 1,540 reviews) — users praise weight loss effectiveness but report issues with ai accuracy and logging. ## Metadata & Market Performance - **Publisher:** Sebastien Menozzi - **Category:** Health & Fitness - **Target Audience:** Health-conscious individuals looking for a low-effort, AI-driven way to track nutrition and manage weight without manual logging. - **Platforms:** iOS - **Version Audited:** 1.0.16 - **Audit Date:** 2026-04-07 - **Signal Count:** 11 reviews analyzed - **Confidence:** Medium (0.35/1.0) - **App Store ID (iOS):** 6686401112 - **Bundle ID:** games.calico.foodtracker - **Data Window:** Analysis based on signals collected up to 2026-04-07 ## Strategic Synopsis 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. ## Feature Profile & User Intent - **[Differentiator] AI Photo Meal Scanning:** Uses AI to analyze photos of meals to provide nutritional breakdowns, including calories, macros, and ingredients. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Personalized Diet Planning:** Creates custom diet and fitness plans based on a lifestyle quiz and basal metabolic rate calculations. * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] Specialized Dietary Support:** Identifies specific dietary needs such as gluten-free or low-FODMAP options. - **[Standard] Daily Activity Tracking:** Logs meals and exercise to monitor overall health and fitness progress. * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free to download, Subscription required for detailed nutritional analysis and insights - **Analysis:** 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. ## 🟡 User Sentiment (Medium Confidence: 1,540 reviews) - **Overall Rating:** 4.81/5 - **Platform Split:** iOS 4.8/5 (1,540 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Weight Loss Effectiveness** | *Evidence:* "It actually keep me in shape and I losing more weight" - **General Usability** | *Evidence:* "This app has helped me with eating healthy and staying consistent" ### Top Complaints (Impact Areas) - **AI Accuracy and Logging** | *Evidence:* "It told me my plate was over 2000 calories because it thought I had 10,000 grams of asparagus" - **Billing and Subscription** | *Evidence:* "I never even used it so I deleted it within that week and now I owe 34 bucks." ## SWOT Analysis **Strengths:** - High initial App Store rating (4.8) - Unique specialized diet support (FODMAP/Gluten-free) - Seamless integration with MyFitnessPal **Weaknesses:** - AI accuracy issues (hallucinations) - Technical instability (upload failures) - Aggressive billing/subscription friction **Opportunities:** - 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 **Threats:** - Legacy apps (MyFitnessPal) adopting AI features - New AI-first entrants with cleaner UX - Declining sentiment trend due to technical bugs ## Competitive Landscape (AI-Analyzed) > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Calor AI #1 Calorie Tracker vs Foodvisor - Nutrition & Diet — Head to Head - **Foodvisor - Nutrition & Diet** by Foodvisor: Directly competes as a leading AI-powered photo nutrition app with deep macro analysis and personalized plans. ### Contenders (Strong Challengers) - **[MyFitnessPal: Calorie Counter](https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter)** by MyFitnessPal, Inc.: The market leader that has integrated AI meal scanning to defend against niche AI trackers like Calor AI. - **Lifesum: Healthy Eating & Diet** by Lifesum AB: Competes on high-quality UI and personalized lifestyle plans with integrated photo and barcode scanning. - **YAZIO Calorie Counter & Diet** by YAZIO: Strong international competitor offering comprehensive meal tracking and AI-assisted logging features. - **LogMeal - Food AI & Nutrition** by LogMeal: Provides professional-grade AI food recognition and nutritional analysis for health-conscious users. ### Peers (What They Do Better) - **Cronometer** by Cronometer Software Inc.: Focuses on high-accuracy micronutrient tracking for the same health-conscious demographic. - **MacroFactor - Macro Tracker** by Stronger By Science Technologies: An adherence-focused tracker that uses metabolic data, competing for users who want scientific diet planning. - **Noom: Weight Loss & Health** by Noom Inc.: Broader lifestyle and psychology-based app that includes food logging as a core component. - **Carb Manager: Keto Diet App** by Wombat Apps LLC: Dominates the low-carb and specialized diet niche with robust logging and AI scanning tools. ### New Kids on the Block (What's Innovative) - **Eato: AI Calorie Counter** by Eato AI: A new, AI-first competitor that mirrors Calor AI's core value proposition of effortless photo-based tracking. - **Calorie.ai - Food Tracker** by Calorie AI: Rising threat focusing on a minimalist, AI-driven interface for rapid meal logging. ## Pros & Cons **Pros:** - Weight Loss Effectiveness - General Usability **Cons:** - AI Accuracy and Logging - Billing and Subscription ## Bottom Line Calor AI #1 Calorie Tracker is a divisive health & fitness app that is available. With a 4.81/5 rating from 1,540 reviews, it receives mixed feedback. **Best for:** Health-conscious individuals looking for a low-effort, AI-driven way to track nutrition and manage weight without manual logging. ## Frequently Asked Questions **Q: Is Calor AI #1 Calorie Tracker free?** A: Calor AI #1 Calorie Tracker uses a subscription pricing model. **Q: What do users think of Calor AI #1 Calorie Tracker?** A: User sentiment is mixed with a 4.81/5 average. Users praise: Weight Loss Effectiveness, General Usability. Common complaints: AI Accuracy and Logging, Billing and Subscription. **Q: What are Calor AI #1 Calorie Tracker's main features?** A: Key features include AI Photo Meal Scanning, Personalized Diet Planning, Specialized Dietary Support, Daily Activity Tracking. **Q: Who is Calor AI #1 Calorie Tracker for?** A: Health-conscious individuals looking for a low-effort, AI-driven way to track nutrition and manage weight without manual logging. **Q: Is Calor AI #1 Calorie Tracker available on iOS and Android?** A: Calor AI #1 Calorie Tracker is available on iOS. **Q: Is Calor AI #1 Calorie Tracker worth it in 2026?** A: Calor AI #1 Calorie Tracker is a divisive health & fitness app that is available. With a 4.81/5 rating from 1,540 reviews, it receives mixed feedback. Best for: Health-conscious individuals looking for a low-effort, AI-driven way to track nutrition and manage weight without manual logging.. **Q: What are the main competitors of Calor AI #1 Calorie Tracker?** A: The main competitors of Calor AI #1 Calorie Tracker include Foodvisor - Nutrition & Diet, MyFitnessPal: Calorie Counter, Lifesum: Healthy Eating & Diet, YAZIO Calorie Counter & Diet, LogMeal - Food AI & Nutrition. Foodvisor - Nutrition & Diet is the closest direct competitor — directly competes as a leading ai-powered photo nutrition app with deep macro analysis and personalized plans.. **Q: What are the best alternatives to Calor AI #1 Calorie Tracker?** A: Top alternatives to Calor AI #1 Calorie Tracker include Foodvisor - Nutrition & Diet, MyFitnessPal: Calorie Counter, Lifesum: Healthy Eating & Diet, YAZIO Calorie Counter & Diet. Each targets a similar audience in the health & fitness space. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.81/5 | | Total Reviews | 1,540 | | Sentiment | Mixed (45/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 4 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Calor AI #1 Calorie Tracker** (this app) | 4.81/5 | Mixed | Sebastien Menozzi | | [MyFitnessPal: Calorie Counter](https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter) | 4.7/5 | Frustrated | MyFitnessPal, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/intel-report/health-fitness/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [Strava: Run, Bike, Walk](https://marlvel.ai/intel-report/health-fitness/strava-run-bike-walk) | 4.7/5 | Mixed | Strava, Inc. | | [TallerTeen - Grow Taller Now](https://marlvel.ai/intel-report/health-fitness/tallerteen-grow-taller-now) | 4.6/5 | Excited | Viral App Developement LLC | | [GoTall - Height Predictor](https://marlvel.ai/intel-report/health-fitness/gotall-height-predictor) | 4.6/5 | Excited | Super Viral Studio | ## Company Profile - **Developer:** Sebastien Menozzi ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/calor-ai-1-calorie-tracker/id6686401112?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*MyFitnessPal: Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter) (MyFitnessPal, Inc.) — 4.7/5 Rating | Negative Sentiment - [*Taller AI: Height Maximizer*](https://marlvel.ai/intel-report/health-fitness/taller-ai-height-maximizer) (Leadimize) — 4.7/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/intel-report/health-fitness/strava-run-bike-walk) (Strava, Inc.) — 4.7/5 Rating | Mixed Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/intel-report/health-fitness/tallerteen-grow-taller-now) (Viral App Developement LLC) — 4.6/5 Rating | Positive Sentiment - [*GoTall - Height Predictor*](https://marlvel.ai/intel-report/health-fitness/gotall-height-predictor) (Super Viral Studio) — 4.6/5 Rating | Positive Sentiment - [*Bubblic: Connect with people.*](https://marlvel.ai/intel-report/health-fitness/bubblic-connect-with-people) (Bubblic Inc.) — 4.7/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/intel-report/health-fitness/evolum-meditation-yoga) (Evolum) — 4.7/5 Rating | Positive Sentiment - [*Mind - Méditations guidées*](https://marlvel.ai/intel-report/health-fitness/mind-m-ditations-guid-es) (MIND AND CIE) — 4.6/5 Rating | Mixed Sentiment - [*Runmeter Running & Walking GPS*](https://marlvel.ai/intel-report/health-fitness/runmeter-running-walking-gps) (Abvio Inc.) — 4.7/5 Rating | Positive Sentiment - [*Walkmeter Walking & Hiking GPS*](https://marlvel.ai/intel-report/health-fitness/walkmeter-walking-hiking-gps) (Abvio Inc.) — 4.5/5 Rating | Mixed Sentiment ## Methodology This report was generated by Marlvel.ai's 3-stage AI intelligence pipeline: 1. **Feature & Positioning Extraction** — Analyzes app metadata, developer website content, and version history to identify key features, target audience, and competitive positioning. 2. **Sentiment Analysis** — Processes user reviews (minimum 5 reviews required) to extract praise themes, complaint themes, and overall sentiment with evidence quotes. 3. **Intelligence Synthesis** — Combines stages 1 & 2 with App Store rankings to produce SWOT analysis, executive summary, and actionable insights. - **Confidence Score:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 11 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/health-fitness/calor-ai-1-calorie-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.