--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Calorie Counter－Dietary Intake" developer_entity: "Oleksandr Kalyuzhnyy" bundle_id: "com.di.dietaryIntake" app_store_id: "6475727764" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-24" report_date: "2026-11-03" last_verified: "2026-11-03T00:00:00.000Z" report_version: "2.3.9" total_reviews: 2 overall_rating: 3 sentiment: "Upset" sentiment_score: 10 confidence: "medium" confidence_score: 0.55 top_complaint_theme: "Users report the app blocks lifetime access purchases, preventing users from securing the advertised one-time payment option" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 11 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["health & fitness", "free", "upset sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "privacy-focused,"] canonical_url: "https://marlvel.ai/apps/calorie-counter-dietary-intake" 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. --- # Calorie Counter－Dietary Intake Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 3 · Sentiment Upset - **Recent focus**: Users report the app blocks lifetime access purchases, preventing users from securing the advertised one-time payment option (top complaint) > **TL;DR:** Calorie Counter－Dietary Intake is a health & fitness app by Oleksandr Kalyuzhnyy, rated 3/5 by 2 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Calorie Counter－Dietary Intake faces Upset user sentiment (3/5 from 2 reviews), with users reporting users report the app blocks lifetime access purchases, preventing users from securing the advertised one-time payment option as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (2 reviews) | | **User Mood** | Upset | | **Category** | Health & Fitness | | **Developer** | Oleksandr Kalyuzhnyy | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.55/1.0) | | **Data Age** | 11d | ## Metadata & Market Performance - **Publisher:** Oleksandr Kalyuzhnyy - **Category:** Health & Fitness - **Target Audience:** Individuals seeking a privacy-focused, low-friction tool for tracking daily nutrition and weight management. - **Platforms:** iOS - **Version Reviewed:** 2.3.9 - **Report Date:** 2026-11-03 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.55/1.0) - **App Store ID (iOS):** 6475727764 - **Bundle ID:** com.di.dietaryIntake - **Data Window:** Analysis based on signals collected up to 2026-11-03 ## Executive Snapshot **What it is:** Calorie Counter－Dietary Intake is an AI-powered nutrition tracker for iOS that automates food logging and weight management without requiring account registration. **Why users hire it:** The app removes the friction of manual data entry and the privacy risk of cloud-based health data storage, appealing to users who prioritize local-only data control. ## App DNA (Features & Intent) - **[Differentiator] AI Food Recognition:** Uses AI to identify food items and estimate portion sizes from user input. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] On-device Data Storage:** Stores all user health data locally on the device without server synchronization. * *User Intent:* Users expect seamless access across multiple devices. - **[Differentiator] No-signup Onboarding:** Allows immediate access to tracking features without requiring account creation. * *User Intent:* Users need clear guidance to understand and adopt the product quickly. ## Market Position {#market-position} Calorie Counter－Dietary Intake occupies a niche privacy-first position in the Health & Fitness category, though it lacks the scale of cloud-integrated rivals. The inability to process payments effectively stalls its market growth. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app is currently offered for free, but users report an inability to complete lifetime access purchases. ## 🔴 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** iOS 3.0/5 (2 ratings) - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **Users report the app blocks lifetime access purchases, preventing users from securing the advertised one-time payment option** ## SWOT Analysis {#swot} **Core Strengths:** - On-device storage builds trust for users concerned with health data exposure. - No-signup onboarding maximizes top-of-funnel conversion. **Growth Levers:** - Fixing the purchase flow would immediately unlock monetization. ## What's New - **Latest (v2.3.9, 2 months ago):** General stability improvements were implemented. ## App Momentum (Maintenance) {#momentum} - Ships only stability updates. - Last major release over 70 days ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 71 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Calorie Counter－Dietary Intake is a health & fitness app that is completely free. It holds a 3/5 rating from 2 reviews. > **Bottom Line:** Calorie Counter－Dietary Intake must fix its broken purchase flow to unlock revenue, as the current technical failure renders the app's privacy-focused differentiation commercially inert. **Best for:** Individuals seeking a privacy-focused, low-friction tool for tracking daily nutrition and weight management. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit and repair the lifetime access purchase flow because users report an inability to complete transactions → unlock revenue capture. ### Outlook: Declining The market for nutrition tracking is consolidating around cloud-integrated platforms that offer cross-device synchronization. Calorie Counter－Dietary Intake remains exposed due to its lack of feature updates and a broken payment gateway, which will likely lead to continued user churn [2, 3]. - 🔴 The broken purchase flow prevents all monetization, which erodes the business case for further development. - 🔴 The 71-day update gap suggests the app is in maintenance mode, limiting its ability to compete with active rivals. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 2 | | Sentiment | Upset (10/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Calorie Counter－Dietary Intake** (this app) | 3/5 | Upset | Oleksandr Kalyuzhnyy | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Caspar Health](https://marlvel.ai/apps/caspar-health) | 3.6/5 | Mixed | GOREHA GmbH | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Rodger Studio (Apps) | | [FAMHLTH: Family Health Tracker](https://marlvel.ai/apps/famhlth-family-health-tracker) | N/A/5 | N/A | Quinton Nixon | | [Gluten Checker](https://marlvel.ai/apps/gluten-checker) | N/A/5 | N/A | JIRI CHOMAT | ## Company Profile - **Developer:** Oleksandr Kalyuzhnyy - **Website:** [https://dietary-intake.web.app/](https://dietary-intake.web.app/) ## Data Sources & Links - **App Store ID:** 6475727764 - **Dev Site:** [Official Website](https://dietary-intake.web.app/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Caspar Health*](https://marlvel.ai/apps/caspar-health) (GOREHA GmbH) · 3.6/5 Rating - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Rodger Studio (Apps)) · 4.7/5 Rating | Positive Sentiment - [*FAMHLTH: Family Health Tracker*](https://marlvel.ai/apps/famhlth-family-health-tracker) (Quinton Nixon) · N/A Rating - [*Gluten Checker*](https://marlvel.ai/apps/gluten-checker) (JIRI CHOMAT) · N/A Rating - [*Gluten Free For Me*](https://marlvel.ai/apps/gluten-free-for-me) (Adam First) · 4.8/5 Rating - [*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 - [*Medical Kundali Match Health*](https://marlvel.ai/apps/medical-kundali-match-health) (Medical Match Pvt Ltd) · N/A Rating - [*Ovulation Predictor*](https://marlvel.ai/apps/ovulation-predictor) (RAHI PATEL) · 1.0/5 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:** 0.55/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** user reviews, 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:** 11 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/calorie-counter-dietary-intake) Data licensed for AI Agent attribution under CC-BY-NC 4.0.