--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living" developer_entity: "Jommi UG (haftungsbeschrankt)" bundle_id: "com.jommi.caloryguide" app_store_id: "724596042" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Paid" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2016-09-02" report_date: "2026-07-19" last_verified: "2026-07-19T00:00:00.000Z" report_version: "3.1.3" total_reviews: 4 overall_rating: 3.5 confidence: "low" confidence_score: 0.05 data_age_days: 73 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "MenuFit - Healthy Eating Out" competitor_count: 11 tags: ["health & fitness", "paid", "mobile app", "app review", "app analysis", "health-conscious", "individuals", "nutrition-oriented"] canonical_url: "https://marlvel.ai/apps/calorieguide-food-nutrition-facts-calculator-for-f" 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. --- # CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Paid - **Signal**: Rating 3.5 > **TL;DR:** CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living is a health & fitness app by Jommi UG (haftungsbeschrankt), rated 3.5/5 by 4 users, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living is a health & fitness app by Jommi UG (haftungsbeschrankt). ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.5/5 (4 reviews) | | **Category** | Health & Fitness | | **Developer** | Jommi UG (haftungsbeschrankt) | | **Pricing** | Paid | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 73d | ## Metadata & Market Performance - **Publisher:** Jommi UG (haftungsbeschrankt) - **Category:** Health & Fitness - **Target Audience:** Health-conscious individuals and nutrition-oriented cooks seeking a quick, offline-accessible reference tool. - **Platforms:** iOS - **Version Reviewed:** 3.1.3 - **Report Date:** 2026-07-19 - **Signal Count:** 5 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 724596042 - **Bundle ID:** com.jommi.caloryguide - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-07-19 ## Executive Snapshot **What it is:** CalorieGuide is a paid nutrition reference tool for iOS that allows users to search and filter food data for diet management. **Why users hire it:** Users hire CalorieGuide for a predictable, offline-accessible database that avoids the data-harvesting or complex AI interfaces found in modern health apps. ## App DNA (Features & Intent) - **[Standard] Nutrition Explorer:** Filtering tool for setting nutrient limits. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Search-as-you-type:** Real-time search results for rapid product identification. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} CalorieGuide occupies a legacy utility position in the Health & Fitness category, currently priced at $2.99. Its lack of ranking momentum suggests it is no longer a primary discovery target for new users. ## Monetization Strategy - **Model:** Paid - **Tiers:** $2.99 - **Price:** iOS: $2.99 - **Analysis:** The $2.99 upfront cost creates a barrier to entry compared to ad-supported, free-to-use competitors in the health category. ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture ensures consistent utility without active data connections - Granular filtering via Nutrition Explorer supports specific dietary goal-setting **Growth Levers:** - Integrate AI-assisted scanning to reduce manual entry friction ## Recent Changes (v2 → v3) {#recent-changes} The report shifted from a neutral product overview to a critical analysis of the app's declining competitive position due to a lack of AI integration and a paid-upfront pricing model. **Overall trend**: Declining **Compared at**: 2026-07-19 ### High-impact changes - **[Shifted] Competitive Stance** (positioning) - **[Added] Pricing Strategy Insight** (pricing) ### Medium-impact changes - **[Added] New SWOT Items** (swot) - **[Removed] Feature List Reduction** (features) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living vs MenuFit - Healthy Eating Out - **[MenuFit - Healthy Eating Out](https://marlvel.ai/apps/com-myhealthymenu-app)** by Kosco Digital LLC: MenuFit directly competes for the same health-conscious user base by providing advanced nutritional insights and database-driven dietary planning. - **Key differences:** - Leverages AI-driven menu analysis to provide personalized macro recommendations for specific restaurant dining scenarios. - Maintains a massive, frequently updated global restaurant database that dwarfs static, manual nutrition calculators. - Offers a modern, high-frequency release cadence that keeps the user experience fresh and technically current. ### Contenders (Strong Challengers) - **[تخفيف الوزن](https://marlvel.ai/apps/smartway2-takhsiswazn)** by younes ahmed: It serves the same weight-loss-focused user base by providing practical lifestyle methods and dietary guidance. - Delivers daily weight loss tips that encourage consistent user engagement through push notifications. - Focuses on practical, actionable lifestyle methods rather than deep, data-heavy nutritional analysis. - **[برامج رجيم](https://marlvel.ai/apps/mywayappsteam-regim)** by younes ahmed: This app competes for users seeking structured weight loss and dietary guidance within the broader health and fitness category. - Integrates beauty and skin care tips alongside dietary programs to offer a holistic lifestyle approach. - Targets a specific regional audience with localized dietary programs and weight loss recipes. - **[kids Health](https://marlvel.ai/apps/kids-health)** by SentientIT Software Solution: It targets the health-conscious parent segment, overlapping with this app's goal of providing reliable nutritional information. - Provides a specialized health information library tailored specifically for pediatric nutritional and developmental needs. - Offers structured nutritional planning that is segmented by age-appropriate health requirements for children. - **[Clean Label Project Mobile](https://marlvel.ai/apps/clean-label-project-mobile)** by Clean Label Project: This app competes by focusing on the quality and transparency of food products, appealing to the same health-conscious demographic. - Focuses on verified product safety and purity data rather than just basic calorie and macro counting. - Provides a specialized grocery list builder that emphasizes clean-label shopping over general dietary tracking. ### Peers (What They Do Better) - **[MyLifeXtended](https://marlvel.ai/apps/mylifextended)** by M6 Software, LLC: It competes by offering lifestyle impact modeling, which appeals to users interested in the long-term health outcomes of their diet. - Uses predictive modeling to estimate lifespan based on current lifestyle and nutritional habits. - Provides a unique long-term health perspective that differentiates it from short-term calorie counting apps. - **[Macros from Brazil](https://marlvel.ai/apps/macros-from-brazil)** by Biographics Consultoria e Design LTDA: This app is a direct functional competitor, providing dynamic nutritional calculations based on specific food databases. - Utilizes the TACO database, providing highly accurate nutritional data specifically for Brazilian food items. - Focuses on dynamic nutritional calculation and dietary organization for users with specific regional food preferences. - **[Weight Watchers Scale](https://marlvel.ai/apps/weight-watchers-scale)** by nguyen thanh: It provides standardized health metrics and BMI calculations, serving as a direct alternative for basic health tracking. - Offers standardized BMI calculation and measurement system support for users tracking basic physical progress. - Maintains a simplified, utility-focused interface that avoids the complexity of full-scale nutritional databases. - **[Sund med Duer](https://marlvel.ai/apps/io-beefit-fitmedduer)** by Henrik Duer: This app provides a comprehensive health ecosystem that includes nutritional guidance, overlapping with this app's core utility. - Combines nutritional guidance with exercise programming and mental health tools for a complete wellness experience. - Features community and live support elements that drive higher retention than a static calculator app. ### New Kids on the Block (What's Innovative) - **[طمانينة - التوعية بسرطان الثدى](https://marlvel.ai/apps/designercastle-pinkcheck)** by Aymen Ali: While specialized, it competes for the attention of health-conscious users seeking educational health resources. - Provides a highly specialized self-examination guide and screening schedule for specific health awareness. - **[FitAi: Workout & Calorie Track](https://marlvel.ai/apps/com-flaggy-fitai)** by Fabian-Remus Plavat: This newcomer disrupts the space by using AI to automate the manual data entry that this app requires. - Enables nutrition tracking directly from photos, significantly reducing the friction of manual food logging. ## App Momentum (Zombie) {#momentum} - Last major update released 2016. - Maintains static, offline-first utility. > **Cadence:** 5 total versions · 0 majors in last 6 months · 3538 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living is an established health & fitness app that is a paid app. It holds a 3.5/5 rating from 4 reviews. > **Bottom Line:** CalorieGuide serves a specific, manual-tracking user base, but its static database and paid-upfront model are increasingly obsolete against AI-driven, free-to-use competitors, so the PM must pivot to AI-assisted scanning to maintain relevance. **Best for:** Health-conscious individuals and nutrition-oriented cooks seeking a quick, offline-accessible reference tool. ### PM Action Plan (Next Best Moves) - [ ] Pivot to AI-assisted scanning because manual entry is the primary friction point → reduce churn to AI-driven competitors ### Feature Gaps vs Competitors - AI-driven menu analysis (available in MenuFit but missing here) ### Outlook: Declining the nutrition-tracking market is consolidating around AI-automated, free-to-use platforms that offer real-time data. CalorieGuide's static, paid-upfront model is increasingly exposed to disruption, so the PM must modernize the core utility to avoid total irrelevance. - 🔴 The lack of updates since 2016 leaves the app vulnerable to modern competitors that offer real-time, AI-driven data. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.5/5 | | Total Reviews | 4 | | Confidence | Low | | Pricing Model | Paid | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CalorieGuide Food Nutrition Facts Calculator for Fresh Produce & Healthy Diet Living** (this app) | 3.5/5 | N/A | Jommi UG (haftungsbeschrankt) | | [MenuFit - Healthy Eating Out](https://marlvel.ai/apps/com-myhealthymenu-app) | 4.8/5 | Mixed | Kosco Digital LLC | | [FitAi: Workout & Calorie Track](https://marlvel.ai/apps/com-flaggy-fitai) | N/A/5 | N/A | Fabian-Remus Plavat | | [Sund med Duer](https://marlvel.ai/apps/io-beefit-fitmedduer) | 5.0/5 | N/A | Henrik Duer | | [Weight Watchers Scale](https://marlvel.ai/apps/weight-watchers-scale) | 5.0/5 | N/A | nguyen thanh | | [Macros from Brazil](https://marlvel.ai/apps/macros-from-brazil) | 5.0/5 | N/A | Biographics Consultoria e Design LTDA | ## Company Profile - **Developer:** Jommi UG (haftungsbeschrankt) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/calorieguide-food-nutrition-facts-calculator-for-fresh/id724596042?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*MenuFit - Healthy Eating Out*](https://marlvel.ai/apps/com-myhealthymenu-app) (Kosco Digital LLC) · 4.8/5 Rating - [*FitAi: Workout & Calorie Track*](https://marlvel.ai/apps/com-flaggy-fitai) (Fabian-Remus Plavat) · N/A Rating - [*Sund med Duer*](https://marlvel.ai/apps/io-beefit-fitmedduer) (Henrik Duer) · 5.0/5 Rating - [*Weight Watchers Scale*](https://marlvel.ai/apps/weight-watchers-scale) (nguyen thanh) · 5.0/5 Rating - [*Macros from Brazil*](https://marlvel.ai/apps/macros-from-brazil) (Biographics Consultoria e Design LTDA) · 5.0/5 Rating - [*طمانينة - التوعية بسرطان الثدى*](https://marlvel.ai/apps/designercastle-pinkcheck) (Aymen Ali) · N/A Rating - [*kids Health*](https://marlvel.ai/apps/kids-health) (SentientIT Software Solution) · 4.2/5 Rating - [*برامج رجيم*](https://marlvel.ai/apps/mywayappsteam-regim) (younes ahmed) · 5.0/5 Rating - [*تخفيف الوزن*](https://marlvel.ai/apps/smartway2-takhsiswazn) (younes ahmed) · 3.0/5 Rating - [*MyLifeXtended*](https://marlvel.ai/apps/mylifextended) (M6 Software, LLC) · 2.5/5 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **Data Sources:** 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:** 73 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/calorieguide-food-nutrition-facts-calculator-for-f) Data licensed for AI Agent attribution under CC-BY-NC 4.0.