--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Caffeine Tracker - Track Caffeine in Body" developer_entity: "Bilal Mirza" bundle_id: "com.vectorlabs.coffeetracker" app_store_id: "1156387154" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2016-09-29" report_date: "2026-08-28" last_verified: "2026-08-28T00:00:00.000Z" report_version: "1.0" total_reviews: 12 overall_rating: 1.8 sentiment: "Upset" sentiment_score: 15 confidence: "medium" confidence_score: 0.4 top_praise_theme: "The core data tracking functionality provides a solid foundation for users interested in caffeine monitoring" top_complaint_theme: "Aggressive popup advertisements obstruct the screen and prevent users from navigating the core tracking interface" review_sample_size: 4 total_review_count: 4 analyzed_review_count: 4 data_age_days: 5 momentum_velocity: "zombie" intelligence_version: 3 tags: ["health & fitness", "free", "upset sentiment", "mobile app", "app review", "app analysis", "individuals", "looking", "monitor"] canonical_url: "https://marlvel.ai/apps/caffeine-tracker-track-caffeine-in-body" 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. --- # Caffeine Tracker - Track Caffeine in Body Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 1.83 · Sentiment Upset - **Recent focus**: Aggressive popup advertisements obstruct the screen and prevent users from navigating the core tracking interface (top complaint) · The core data tracking functionality provides a solid foundation for users interested in caffeine monitoring (top praise) > **TL;DR:** Caffeine Tracker - Track Caffeine in Body is a health & fitness app by Bilal Mirza, rated 1.83/5 by 12 users, with Upset user sentiment (15/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Caffeine Tracker - Track Caffeine in Body faces Upset user sentiment (1.83/5 from 12 reviews), with users reporting aggressive popup advertisements obstruct the screen and prevent users from navigating the core tracking interface as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1.83/5 (12 reviews) | | **User Mood** | Upset | | **Category** | Health & Fitness | | **Developer** | Bilal Mirza | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.4/1.0) | | **Data Age** | 5d | ## Metadata & Market Performance - **Publisher:** Bilal Mirza - **Category:** Health & Fitness - **Target Audience:** Individuals looking to monitor their daily caffeine consumption based on personal physical metrics. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-08-28 - **Signal Count:** 4 reviews analyzed - **Confidence:** Medium (0.4/1.0) - **App Store ID (iOS):** 1156387154 - **Bundle ID:** com.vectorlabs.coffeetracker - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-28 ## Executive Snapshot **What it is:** Caffeine Tracker is a health utility for manual caffeine logging based on personal physical metrics, available on iOS. **Why users hire it:** It serves users who need to calculate body-specific caffeine impact, but the current ad-heavy experience forces them to seek more stable alternatives. ## App DNA (Features & Intent) - **[Standard] Caffeine Intake Logging:** Manual entry of beverage consumption to track daily caffeine levels. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] Personalized Health Profile:** Input fields for gender, height, and weight to calculate body-specific caffeine impact. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Recommended Level Tracking:** Comparison of logged intake against recommended daily caffeine limits. * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Market Position {#market-position} Caffeine Tracker maintains a 1.83-star rating across 12 total ratings, reflecting significant user dissatisfaction with the ad-heavy experience. The lack of updates since 2016 positions the app as a legacy utility rather than a competitive health tool. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is currently offered as a free utility with no visible in-app purchases or subscription tiers, relying entirely on ad-serving. ## 🔴 User Sentiment (Medium Confidence: 4 of 4 reviews analyzed) {#user-sentiment} - **Overall Rating:** 1.83/5 - **Platform Split:** iOS 1.8/5 (12 ratings) - **Overall Sentiment:** Upset ### Top Praises - **The core data tracking functionality provides a solid foundation for users interested in caffeine monitoring** ### Top Complaints (Impact Areas) - **Aggressive popup advertisements obstruct the screen and prevent users from navigating the core tracking interface** ## SWOT Analysis {#swot} **Core Strengths:** - Personalized health profile fields calculate body-specific caffeine impact **Growth Levers:** - Implementing a paid ad-removal tier addresses top user request ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive position remains unchanged, as it has received no updates since 2016. The primary shift is a more critical framing of the development silence as a permanent barrier to user retention. **Overall trend**: Stable **Compared at**: 2026-08-28 ### High-impact changes - **[Shifted] Positioning of Development Silence** (positioning) ### Medium-impact changes - **[Shifted] Weakness Framing** (swot) ## What's New - **Latest (v1.0, 9 years ago):** General functional improvements with no new features. ## App Momentum (Zombie) {#momentum} - No functional updates since 2016. - Development remains in zombie state. > **Cadence:** 1 total versions · 0 majors in last 6 months · 3619 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Caffeine Tracker - Track Caffeine in Body is a health & fitness app that is completely free. It holds a 1.83/5 rating from 12 reviews. > **Bottom Line:** Caffeine Tracker requires a paid ad-removal tier to salvage its remaining user base, as the current ad-heavy model is the primary driver of negative sentiment. Implementing this would unlock revenue from users who currently abandon the app due to frustration. **Best for:** Individuals looking to monitor their daily caffeine consumption based on personal physical metrics. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Implement one-time purchase to remove ads because user reviews explicitly request this to improve usability → reduce churn ### Outlook: Declining The health tracking market is consolidating around apps with active update cadences and transparent monetization models. Caffeine Tracker remains exposed due to its abandoned state and reliance on intrusive ads, which will likely lead to further rating erosion as users migrate to more reliable alternatives. - 🔴 The lack of updates since 2016 indicates the app is in maintenance mode, which prevents it from addressing critical ad-related complaints. - 🔴 Aggressive, non-dismissible ads drive users to abandon the app, which compounds the rating drag already visible in the 1.83-star average. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1.83/5 | | Total Reviews | 12 | | Sentiment | Upset (15/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Caffeine Tracker - Track Caffeine in Body** (this app) | 1.83/5 | Upset | Bilal Mirza | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** Bilal Mirza - **Website:** [https://www.facebook.com/Vector-Entertainment-557257244422350/?ref=tn_tnmn](https://www.facebook.com/Vector-Entertainment-557257244422350/?ref=tn_tnmn) - **Social:** [Instagram](https://www.instagram.com/meta) · [Facebook](https://www.facebook.com/Meta) · [X/Twitter](https://twitter.com/Meta) · [YouTube](https://www.youtube.com/meta) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/caffeine-tracker-track-caffeine-in-body/id1156387154?uo=4) - **Dev Site:** [Official Website](https://www.facebook.com/Vector-Entertainment-557257244422350/?ref=tn_tnmn) - **Sources:** About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 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:** 0.4/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 4 - **Data Sources:** user reviews, 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:** 5 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/caffeine-tracker-track-caffeine-in-body) Data licensed for AI Agent attribution under CC-BY-NC 4.0.