--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Burn - Cal AI Tracker" developer_entity: "Elliot Shohet" bundle_id: "com.eshohet-com.burn" app_store_id: "6757610343" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-20" report_date: "2026-09-26" last_verified: "2026-09-26T00:00:00.000Z" report_version: "3" total_reviews: 0 confidence: "low" confidence_score: 0.3 data_age_days: 4 momentum_velocity: "zombie" intelligence_version: 2 tags: ["health & fitness", "subscription", "mobile app", "app review", "app analysis", "individuals", "seeking", "manage"] canonical_url: "https://marlvel.ai/apps/burn-cal-ai-tracker" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # Burn - Cal AI Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Subscription > **TL;DR:** Burn - Cal AI Tracker is a health & fitness app by Elliot Shohet, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Burn - Cal AI Tracker is a health & fitness app by Elliot Shohet. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Health & Fitness | | **Developer** | Elliot Shohet | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** Elliot Shohet - **Category:** Health & Fitness - **Target Audience:** Individuals seeking to manage weight, build muscle, or maintain health through simplified, AI-assisted nutrition tracking. - **Platforms:** iOS - **Version Reviewed:** 3 - **Report Date:** 2026-09-26 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6757610343 - **Bundle ID:** com.eshohet-com.burn - **Data Window:** Analysis based on signals collected up to 2026-09-26 ## Executive Snapshot **What it is:** Burn - Cal AI Tracker is a nutrition logging tool for iOS that uses AI to estimate calories and macronutrients from meal photos. **Why users hire it:** The app removes the cognitive load of manual food database entry, allowing users to track nutrition without the time cost of traditional logging tools. ## App DNA (Features & Intent) - **[Differentiator] AI Meal Scanning:** Estimates calories, protein, carbs, and fat from a photo of a meal. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Macro Tracking:** Provides daily breakdown of calories, protein, carbs, and fats to increase stickiness. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Goal Adaptation:** Adjusts tracking logic based on weight loss, muscle gain, or maintenance goals. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} Burn sits in the Health & Fitness category as a utility-focused AI tracker. The lack of updates since the April 2026 release indicates a potential pivot or sunset posture rather than an active attempt to capture market share. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier access, Subscription terms shown in-app - **Analysis:** Subscription-based model with pricing gated behind an in-app purchase flow, typical for AI-utility health apps. ## SWOT Analysis {#swot} **Core Strengths:** - AI-powered meal scanning removes manual entry friction **Growth Levers:** - Gamified streaks could improve daily retention ## App Momentum (Zombie) {#momentum} - Released April 2026. - No updates in 5 months. > **Cadence:** 1 total versions · 0 majors in last 6 months · 158 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Burn - Cal AI Tracker is a health & fitness app. > **Bottom Line:** Burn's AI-scanning utility provides a strong entry point, but the lack of development since April 2026 prevents it from building a sustainable habit loop. If the team pivots to active feature iteration, they could capture the casual segment before incumbents dominate the AI-logging space. **Best for:** Individuals seeking to manage weight, build muscle, or maintain health through simplified, AI-assisted nutrition tracking. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a retention-focused feature like streaks because the current utility-only model lacks a daily habit loop → increase DAU ### Outlook: Mixed The nutrition tracking market is shifting toward integrated health ecosystems that combine AI logging with social accountability. Burn's current maintenance-mode status leaves it exposed to rivals who are actively shipping community features and expanding their food databases, which will erode Burn's utility advantage by Q1. - 🔴 The five-month development silence since the April 2026 launch indicates a lack of active investment, which will likely lead to user churn. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Burn - Cal AI Tracker** (this app) | N/A/5 | N/A | Elliot Shohet | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Rodger Studio (Apps) | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | Mixed | Grow Labs LLC | | [Lunara: Cycle, Symptom Tracker](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) | N/A/5 | N/A | Fuzhou Jiku Technology Co., Ltd. | | [Ovulation Predictor](https://marlvel.ai/apps/ovulation-predictor) | 1.0/5 | N/A | RAHI PATEL | ## Company Profile - **Developer:** Elliot Shohet - **Website:** [https://burncal.ai](https://burncal.ai) - **Social:** [Instagram](https://www.instagram.com/tryburnapp) · [X/Twitter](https://twitter.com/burncalai) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/burn-cal-ai-tracker/id6757610343?uo=4) - **Dev Site:** [Official Website](https://burncal.ai) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Rodger Studio (Apps)) · 4.7/5 Rating | Positive Sentiment - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Lunara: Cycle, Symptom Tracker*](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) (Fuzhou Jiku Technology Co., Ltd.) · N/A Rating - [*Ovulation Predictor*](https://marlvel.ai/apps/ovulation-predictor) (RAHI PATEL) · 1.0/5 Rating - [*SpeechPacer*](https://marlvel.ai/apps/speechpacer) (Felix Thron) · 1.0/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*나만의 짐, 나만의 운동공간이 필요할 때*](https://marlvel.ai/apps/this-is-a-web-service-that-allows-you-to-reserve-a) (lvher) · N/A Rating - [*하이타이 - 최저가 마사지, 스웨디시, 타이마사지 할인*](https://marlvel.ai/apps/kr-co-apptube-hitai2) (앱튜브(AppTube)) · 4.7/5 Rating - [*しりもちアプリ*](https://marlvel.ai/apps/scade-shirimochi) (株式会社S-CADE) · N/A Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** developer website, company about page, 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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/burn-cal-ai-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.