--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Food Waste Tracker - Shelf" developer_entity: "Karol Jaworski" bundle_id: "com.ceanic.Shelf" app_store_id: "6762902808" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-07-30" report_date: "2026-09-17" last_verified: "2026-09-17T00:00:00.000Z" report_version: "1.1" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 46 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["food & drink", "subscription", "mobile app", "app review", "app analysis", "cooks", "grocery", "shoppers"] canonical_url: "https://marlvel.ai/apps/food-waste-tracker-shelf" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (gambling). Information is aggregated from public sources for informational purposes only. Information is provided for context only and is not professional advice. --- # Food Waste Tracker - Shelf Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Subscription > **TL;DR:** Food Waste Tracker - Shelf is a food & drink app by Karol Jaworski, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Food Waste Tracker - Shelf is a food & drink app by Karol Jaworski. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Food & Drink | | **Developer** | Karol Jaworski | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 46d | ## Metadata & Market Performance - **Publisher:** Karol Jaworski - **Category:** Food & Drink - **Target Audience:** Home cooks and grocery shoppers looking to reduce food waste and manage pantry inventory. - **Platforms:** iOS - **Version Reviewed:** 1.1 - **Report Date:** 2026-09-17 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6762902808 - **Bundle ID:** com.ceanic.Shelf - **Data Window:** Analysis based on signals collected up to 2026-09-17 ## Executive Snapshot **What it is:** Shelf is a food inventory and freshness tracker for iOS that helps users monitor expiration dates and track leftovers. **Why users hire it:** It removes the cognitive load of remembering when items were opened, replacing fridge roulette with a clear, color-coded urgency system. ## App DNA (Features & Intent) - **[Differentiator] Freshness Window Tracking:** Records open dates to calculate remaining shelf life, driving daily app usage. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Use Soon Tab:** Displays items approaching expiration sorted by urgency to reinforce the daily habit. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] Waste Trends Analytics:** Visualizes food waste patterns by category, gated behind the Pro subscription. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Shelf currently lacks public rating data and significant chart presence, placing it in an early-stage growth phase. The reliance on a subscription model for basic analytics suggests a focus on high-intent users rather than broad market penetration. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with core tracking, Shelf Pro (monthly or yearly subscription) - **Analysis:** Freemium model gates advanced analytics, extended history, and data export behind a Pro subscription. ## SWOT Analysis {#swot} **Core Strengths:** - Freshness window tracking creates a daily utility loop that increases retention. - Color-coded urgency system provides immediate visual feedback on perishables. - iCloud sync maintains inventory state across devices, increasing switching costs. **Growth Levers:** - Integration with grocery shopping list apps could bridge inventory tracking and replenishment. - Recipe suggestions based on expiring items could increase the utility of the Use Soon tab. ## What's New - **Latest (v1.1, 1 months ago):** Updated app descriptions to improve discoverability for the Shelf feature. ## App Momentum (Maintenance) {#momentum} - Ships minor updates at ~7-week cadence. - Last major release one month ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 49 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Food Waste Tracker - Shelf is a food & drink app. > **Bottom Line:** Shelf's freshness tracking mechanism provides a clear utility, but the current maintenance-mode cadence risks stagnation. If the developer pivots to integrate recipe-based suggestions, the app could move from a passive tracker to an active meal-planning tool, increasing its value for daily users. **Best for:** Home cooks and grocery shoppers looking to reduce food waste and manage pantry inventory. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship recipe suggestions based on expiring items because current tracking is passive → increase daily utility ### Outlook: Stable The food management category is shifting toward integrated meal-planning and shopping solutions, leaving simple trackers like Shelf exposed. Without a more active feature cadence, Shelf risks being displaced by broader utility apps that offer inventory tracking as an add-on. - ⚪ The maintenance-only release cadence suggests the developer is currently prioritizing stability over aggressive feature expansion, which limits near-term growth potential. - 🟢 The core freshness tracking loop provides a solid foundation for retention, provided the developer can successfully layer on value-added features like recipe integration. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Food Waste Tracker - Shelf** (this app) | N/A/5 | N/A | Karol Jaworski | | [소박한 한 그릇](https://marlvel.ai/apps/app--426) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [알토란 레시피 - 요리 반찬 레시피](https://marlvel.ai/apps/woodisw-com-altrecipe) | N/A/5 | N/A | WoodiSW | | [メニュー](https://marlvel.ai/apps/app--677) | N/A/5 | N/A | Satoshi Sato | | [캐시모어](https://marlvel.ai/apps/com-bridgeworks-ios-cashmore) | 4.6/5 | N/A | bridgeworks | | [푸드트래블-푸블페이](https://marlvel.ai/apps/com-membership-foodtravel) | 1.3/5 | N/A | Flexday | ## Company Profile - **Developer:** Karol Jaworski ## Data Sources & Links - **App Store ID:** 6762902808 - **Sources:** App store metadata. ## Related Intel Reports - [*소박한 한 그릇*](https://marlvel.ai/apps/app--426) (DaolSoft, Co., Ltd.) · N/A Rating - [*알토란 레시피 - 요리 반찬 레시피*](https://marlvel.ai/apps/woodisw-com-altrecipe) (WoodiSW) · N/A Rating - [*メニュー*](https://marlvel.ai/apps/app--677) (Satoshi Sato) · N/A Rating - [*캐시모어*](https://marlvel.ai/apps/com-bridgeworks-ios-cashmore) (bridgeworks) · 4.6/5 Rating - [*푸드트래블-푸블페이*](https://marlvel.ai/apps/com-membership-foodtravel) (Flexday) · 1.3/5 Rating - [*マイ・レシピ*](https://marlvel.ai/apps/app--689) (Satoshi Sato) · N/A Rating - [*ジョイフルアプリ*](https://marlvel.ai/apps/jp-co-unerry-bbcouponappjoyfull) (UNERRY,INC.) · 3.5/5 Rating - [*フレスタネットスーパーアプリ*](https://marlvel.ai/apps/jp-stailer-fresta) (10X, Inc.) · 4.3/5 Rating - [*100 Lebanese Recipes*](https://marlvel.ai/apps/com-lebguide-100lebaneserecipes) (LebGuide.com) · 4.7/5 Rating - [*100 лучших рецептов Mom Story*](https://marlvel.ai/apps/com-momstory) (Viktoriia Urmach) · 4.9/5 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:** 0 - **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:** 46 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/food-waste-tracker-shelf) Data licensed for AI Agent attribution under CC-BY-NC 4.0.