--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Wine Collection- Label scanner" developer_entity: "MONOPOLEAPPS K.K." bundle_id: "KittenLab.WineCollectionLite" app_store_id: "925970264" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-07-01" report_date: "2026-08-09" last_verified: "2026-08-09T00:00:00.000Z" report_version: "1.0.21" total_reviews: 188 overall_rating: 4.6 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.35 top_praise_theme: "Extensive wine database provides detailed information on taste and origin for informed purchasing decisions" top_complaint_theme: "Automatic wine recognition features struggle to identify labels accurately during the recording process" review_sample_size: 19 total_review_count: 19 analyzed_review_count: 19 data_age_days: 7 momentum_velocity: "zombie" intelligence_version: 3 tags: ["food & drink", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "enthusiasts", "looking", "digital"] canonical_url: "https://marlvel.ai/apps/wine-collection-label-scanner" license: "CC-BY-NC 4.0" content_version: "v2" --- # Wine Collection- Label scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium - **Signal**: Rating 4.55 · Sentiment Thrilled - **Recent focus**: Automatic wine recognition features struggle to identify labels accurately during the recording process (top complaint) · Extensive wine database provides detailed information on taste and origin for informed purchasing decisions (top praise) > **TL;DR:** Wine Collection- Label scanner is a food & drink app by MONOPOLEAPPS K.K., rated 4.55/5 by 188 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Wine Collection- Label scanner maintains Thrilled user sentiment (4.55/5 from 188 reviews), with users consistently praising extensive wine database provides detailed information on taste and origin for informed purchasing decisions. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.55/5 (188 reviews) | | **User Mood** | Thrilled | | **Category** | Food & Drink | | **Developer** | MONOPOLEAPPS K.K. | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 7d | ## Metadata & Market Performance - **Publisher:** MONOPOLEAPPS K.K. - **Category:** Food & Drink - **Target Audience:** Wine enthusiasts looking for a digital tool to log, track, and analyze their personal wine consumption history. - **Platforms:** iOS - **Version Reviewed:** 1.0.21 - **Report Date:** 2026-08-09 - **Signal Count:** 19 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 925970264 - **Bundle ID:** KittenLab.WineCollectionLite - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-09 ## Executive Snapshot **What it is:** Wine Collection is a digital logging app for wine enthusiasts to record and analyze their personal consumption history on iOS. **Why users hire it:** Users hire the app to digitize and categorize their wine collection, reducing the effort required to track personal tasting notes and origin data. ## App DNA (Features & Intent) - **[Differentiator] Label photo recognition:** Automated retrieval of wine details from labels to reduce entry friction. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Database search:** Searchable library of 10,000 wines for auto-filling production data. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Graph display:** Visualizes consumption trends by type and origin to drive session frequency. ## Market Position {#market-position} Wine Collection occupies the niche utility space for personal wine logging, holding a 4.55-star rating across 188 total ratings. The lack of updates for over two years indicates a stagnant market position relative to social-discovery wine platforms. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free Lite version, Paid version - **Analysis:** Freemium model uses a Lite version as a trial mechanism to upsell users to a paid version. ## 🟢 User Sentiment (Low Confidence: 19 of 19 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.55/5 - **Platform Split:** iOS 4.6/5 (188 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Extensive wine database provides detailed information on taste and origin for informed purchasing decisions** - **Intuitive visual interface allows users to record and categorize their personal wine collection effectively** - **Convenient utility for wine novices helps select appropriate gifts and avoid poor quality bottles** ### Top Complaints (Impact Areas) - **Automatic wine recognition features struggle to identify labels accurately during the recording process** ## SWOT Analysis {#swot} **Core Strengths:** - Automated label recognition reduces entry friction - 10,000-wine database provides immediate utility **Growth Levers:** - Integrate cellar inventory management - Update scanning logic for accuracy ## Recent Changes (v2 → v3) {#recent-changes} The report reflects a transition from a neutral outlook to a declining one, with the product now categorized as a sunset candidate due to prolonged inactivity. **Overall trend**: Declining **Compared at**: 2026-08-09 ### High-impact changes - **[Shifted] Outlook Trend** (positioning) - **[Shifted] Strategic Direction** (positioning) ### Medium-impact changes - **[Added] New SWOT Items** (swot) ## What's New - **Latest (v1.0.21, 2 years ago):** General bug fixes. ## App Momentum (Zombie) {#momentum} - Quiet 25 months, no major releases. - Last update July 2024. > **Cadence:** 1 total versions · 0 majors in last 6 months · 768 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Wine Collection- Label scanner is a market-leading food & drink app that is free with in-app purchases. With a 4.55/5 rating from 188 reviews, it delivers strong user satisfaction. > **Bottom Line:** Wine Collection provides a functional logging utility, but the lack of updates and unreliable scanning accuracy risk alienating the core user base, so the PM should prioritize a stability refresh or sunset the product to focus on higher-growth assets. **Best for:** Wine enthusiasts looking for a digital tool to log, track, and analyze their personal wine consumption history. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit scanning logic because accuracy complaints are the top frustration theme -> improve retention ### Outlook: Declining The wine-logging market is consolidating around social-discovery platforms, leaving static utility apps like Wine Collection exposed. Continued maintenance-mode status will accelerate user churn to rivals that provide active cellar management and social purchasing data. - 🔴 The 25-month update gap indicates the product is in maintenance mode, which prevents it from addressing scanning accuracy complaints that drive negative sentiment. - 🔴 Without a feature refresh, the app will continue to lose ground to competitors that offer integrated cellar management and social discovery features. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.55/5 | | Total Reviews | 188 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Wine Collection- Label scanner** (this app) | 4.55/5 | Thrilled | MONOPOLEAPPS K.K. | | [Beyond Menu Food Delivery](https://marlvel.ai/apps/beyond-menu-food-delivery) | 4.6/5 | N/A | BeyondMenu | | [Caviar - Order Food Delivery](https://marlvel.ai/apps/caviar-order-food-delivery) | 4.6/5 | n/a | Caviar, Inc. | | [ChowNow: Local Food Ordering](https://marlvel.ai/apps/chownow-local-food-ordering) | 4.7/5 | n/a | ChowNow | | [Dairy Queen® Food & Treats](https://marlvel.ai/apps/dairy-queen-food-treats) | 4.4/5 | n/a | International Dairy Queen, Inc. | | [EatStreet Local Food Delivery](https://marlvel.ai/apps/eatstreet-local-food-delivery) | 4.7/5 | n/a | EatStreet | ## Company Profile - **Developer:** MONOPOLEAPPS K.K. - **Website:** [https://monopole-apps-en.jimdo.com/](https://monopole-apps-en.jimdo.com/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/wine-collection-label-scanner/id925970264?uo=4) - **Dev Site:** [Official Website](https://monopole-apps-en.jimdo.com/) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Beyond Menu Food Delivery*](https://marlvel.ai/apps/beyond-menu-food-delivery) (BeyondMenu) · 4.6/5 Rating - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) · 4.6/5 Rating - [*ChowNow: Local Food Ordering*](https://marlvel.ai/apps/chownow-local-food-ordering) (ChowNow) · 4.7/5 Rating - [*Dairy Queen® Food & Treats*](https://marlvel.ai/apps/dairy-queen-food-treats) (International Dairy Queen, Inc.) · 4.4/5 Rating - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) · 4.7/5 Rating - [*Gopuff - Grocery Delivery*](https://marlvel.ai/apps/gopuff-grocery-delivery) (Gopuff) · 4.7/5 Rating - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) · 4.7/5 Rating - [*Instacart: Groceries & Food*](https://marlvel.ai/apps/instacart-groceries-food) (Maplebear Inc) · 4.8/5 Rating - [*Postmates - Food Delivery*](https://marlvel.ai/apps/postmates-food-delivery) (Uber Technologies, Inc.) · 4.6/5 Rating - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) · 4.7/5 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:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 19 - **Data Sources:** user reviews, 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:** 7 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/wine-collection-label-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.