--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Whiskybase: Everything Whisky" developer_entity: "Whiskybase B.V." bundle_id: "com.whiskybase" app_store_id: "1447254088" google_play_id: "com.whiskybase.whiskybase" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-04-08" report_date: "2026-05-15" last_verified: "2026-05-15T19:07:40.393Z" report_version: "2.2.0" total_reviews: 181 overall_rating: 2.5 sentiment: "Mixed" sentiment_score: 50 confidence: "medium" confidence_score: 0.45 review_sample_size: 32 data_age_days: 29 momentum_velocity: "maintenance" intelligence_version: 3 competitor_count: 2 tags: ["food & drink", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "whisky", "enthusiasts", "collectors"] canonical_url: "https://marlvel.ai/intel-report/food-drink/whiskybase-everything-whisky" license: "CC-BY-NC 4.0" content_version: "v2" --- # Whiskybase: Everything Whisky App Audit ## TL;DR {#tldr} - **Category**: Food & Drink ยท Free - **Signal**: Rating 2.5 ยท Sentiment Mixed > **TL;DR:** Whiskybase: Everything Whisky is a food & drink app by Whiskybase B.V., rated 2.5/5 by 181 users, with Mixed user sentiment (50/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** โ€” Independent analysis. US Market. No publisher influence. > **Key Insight:** Whiskybase: Everything Whisky has Mixed user sentiment with a 2.5/5 rating from 181 reviews. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.5/5 (181 reviews) | | **User Mood** | Mixed | | **Category** | Food & Drink | | **Developer** | Whiskybase B.V. | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Whiskybase B.V. - **Category:** Food & Drink - **Target Audience:** Whisky enthusiasts and collectors seeking database-driven information, market pricing, and community-sourced reviews for bottle discovery. - **Platforms:** iOS & Android - **Version Audited:** 2.2.0 - **Audit Date:** 2026-05-15 - **Signal Count:** 32 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 1447254088 - **Bundle ID:** com.whiskybase - **Google Play ID:** com.whiskybase.whiskybase - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-15 ## Executive Snapshot **What it is:** Whiskybase is a reference database and collection management app for whisky enthusiasts, available on iOS and Android. **Why users hire it:** Users hire the app to track bottle collections and verify market pricing, serving the need for objective data in a hobby prone to price volatility. ## App DNA (Features & Intent) - **[Differentiator] Label and Barcode Scanner:** Camera-based recognition of whisky bottles to retrieve database records, reviews, and pricing - **[Differentiator] Global Whisky Database:** Access to hundreds of thousands of unique bottle entries with community-sourced tasting notes * *User Intent:* Users want real-time communication within the app experience. - **[Differentiator] Real-World Price Tracking:** Live shop listings from over 50 countries for price comparison * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} Whiskybase operates as a niche reference tool within the Food & Drink category, relying on its database depth rather than chart-topping install volume. The 2.5โ˜… rating on Android suggests the current product experience is failing to meet user expectations for a modern reference utility. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to database, scanner, and community features - **Analysis:** The app operates as a free, community-driven database without visible IAP or subscription gates in the current build. ## ๐ŸŸก User Sentiment (Medium Confidence: 181 reviews) {#user-sentiment} - **Overall Rating:** 2.5/5 - **Platform Split:** Android 2.5/5 (181 ratings) - **Overall Sentiment:** Mixed ## SWOT Analysis {#swot} **Core Strengths:** - Database depth of hundreds of thousands of unique bottles provides a high switching cost for collectors. - Community-sourced tasting notes create a network effect that scales with every new bottle entry. **Critical Frictions:** - 2.5โ˜… rating on Android signals significant UI/UX friction. - Lack of monetization gates limits the capital available for feature development. **Growth Levers:** - B2B partnerships with whisky retailers could provide a revenue stream via affiliate pricing links. - Wearable integration for tasting notes would differentiate the app from static database competitors. **Market Threats:** - Competitors with active hardware integration (e.g., Grainfather) are capturing the enthusiast market. - Lack of subscription revenue makes the app vulnerable to acquisition by larger, ad-driven platforms. ## Recent Changes (v2 โ†’ v3) {#recent-changes} The analysis shifted from viewing the app as a stagnant database to identifying it as a platform in need of an urgent pivot toward monetization and UI stabilization. **Overall trend**: Mixed **Compared at**: 2026-05-15 ### High-impact changes - **[Shifted] Strategic Pivot** (positioning) โ€” PM action items shifted from 'Maintain' to 'Pivot' and 'Invest', prioritizing affiliate revenue and UI hygiene. - **[Shifted] Sentiment Reclassification** (sentiment) โ€” Overall sentiment status changed from 'negative' to 'mixed', reflecting a shift in analyst outlook despite a static 2.5 rating. ### Medium-impact changes - **[Shifted] Threat Profile Update** (swot) โ€” Threats shifted from social network competition to financial vulnerability, specifically citing the lack of subscription revenue as an acquisition risk. - **[Shifted] Competitive Landscape Refinement** (positioning) โ€” The competitive set was replaced, moving from social-discovery apps like Untappd to hardware-integrated culinary tools like Grainfather and Joule. ## What's New - **Latest (v2.2.0, 1 months ago):** Added collection search functionality and optimized tap targets on grid view tiles for improved navigation. ## App Momentum (Maintenance) {#momentum} - Ships stability updates for Android. - Maintains database-only feature set. > **Cadence:** 2 total versions ยท 2 majors in last 6 months ยท 37 days since last update ยท 6 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Whiskybase: Everything Whisky is an established food & drink app that is completely free. With a 2.5/5 rating from 181 reviews, it shows polarized user reception. > **Bottom Line:** Whiskybase holds a strong position through its database depth, but the lack of a monetization model and poor Android sentiment threaten its long-term viability, so the team must pivot to affiliate revenue and UI hygiene to secure the platform. **Best for:** Whisky enthusiasts and collectors seeking database-driven information, market pricing, and community-sourced reviews for bottle discovery. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Audit Android UI/UX because the 2.5โ˜… rating indicates high churn risk โ†’ stabilize the user base. โ€” *Android rating is 2.5โ˜…, which is significantly below the category baseline for reference apps.* _(trade-off: deprioritize Pause the database expansion sprint โ€” UI hygiene is a higher retention priority than new entries.)_ - [ ] [INVEST] [HIGH IMPACT] Implement affiliate pricing links because the app lacks a revenue model โ†’ unlock sustainable funding. โ€” *The app currently has no monetization, leaving it vulnerable to better-funded competitors.* _(trade-off: deprioritize Deprioritize the community forum redesign โ€” revenue generation is required to sustain the platform.)_ ### Feature Gaps vs Competitors - Real-time hardware integration (available in Grainfather Community but absent here) - Active cooking/process management tools (available in Joule but absent here) ### Outlook: Mixed The enthusiast reference market is shifting toward active, hardware-integrated tools that provide more utility than static databases. Whiskybase remains exposed to this shift because its current maintenance-mode cadence prevents it from matching the utility-driven retention loops of its competitors. - ๐Ÿ”ด The 2.5โ˜… Android rating indicates persistent UI friction, which will accelerate user churn if not addressed by the next release. - โšช Recent updates focus on stability rather than feature expansion, signaling the app is currently in maintenance mode rather than growth. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.5/5 | | Total Reviews | 181 | | Sentiment | Mixed (50/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Whiskybase: Everything Whisky** (this app) | 2.5/5 | Mixed | Whiskybase B.V. | | [Grainfather Community](https://marlvel.ai/intel-report/utilities/grainfather-community) | 4.0/5 | Frustrated | BSGi NZ Limited | | [Joule: Sous Vide by ChefSteps](https://marlvel.ai/intel-report/food-drink/joule-sous-vide-by-chefsteps) | 2.6/5 | Mixed | ChefSteps Inc. | | [Gopuff - Grocery Delivery](https://marlvel.ai/intel-report/food-drink/gopuff-grocery-delivery) | 4.7/5 | Mixed | Gopuff | | [Beyond Menu Food Delivery](https://marlvel.ai/intel-report/food-drink/beyond-menu-food-delivery) | 4.6/5 | Thrilled | BeyondMenu | | [Instacart: Groceries & Food](https://marlvel.ai/intel-report/food-drink/instacart-groceries-food) | 4.8/5 | Thrilled | Maplebear Inc | ## Company Profile - **Developer:** Whiskybase B.V. ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/whiskybase-everything-whisky/id1447254088?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.whiskybase.whiskybase&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Grainfather Community*](https://marlvel.ai/intel-report/utilities/grainfather-community) (BSGi NZ Limited) โ€” 4.0/5 Rating | Negative Sentiment - [*Joule: Sous Vide by ChefSteps*](https://marlvel.ai/intel-report/food-drink/joule-sous-vide-by-chefsteps) (ChefSteps Inc.) โ€” 2.6/5 Rating | Mixed Sentiment - [*Gopuff - Grocery Delivery*](https://marlvel.ai/intel-report/food-drink/gopuff-grocery-delivery) (Gopuff) โ€” 4.7/5 Rating | Mixed Sentiment - [*Beyond Menu Food Delivery*](https://marlvel.ai/intel-report/food-drink/beyond-menu-food-delivery) (BeyondMenu) โ€” 4.6/5 Rating | Excellent Sentiment - [*Instacart: Groceries & Food*](https://marlvel.ai/intel-report/food-drink/instacart-groceries-food) (Maplebear Inc) โ€” 4.8/5 Rating | Excellent Sentiment - [*Postmates - Food Delivery*](https://marlvel.ai/intel-report/food-drink/postmates-food-delivery) (Uber Technologies, Inc.) โ€” 4.6/5 Rating | Positive Sentiment - [*Seamless: Local Food Delivery*](https://marlvel.ai/intel-report/food-drink/seamless-local-food-delivery) (Seamless North America, LLC) โ€” 4.7/5 Rating | Negative Sentiment - [*Caviar - Order Food Delivery*](https://marlvel.ai/intel-report/food-drink/caviar-order-food-delivery) (Caviar, Inc.) โ€” 4.7/5 Rating | Positive Sentiment - [*Dairy Queenยฎ Food & Treats*](https://marlvel.ai/intel-report/food-drink/dairy-queen-food-treats) (International Dairy Queen, Inc.) โ€” 4.5/5 Rating | Negative Sentiment - [*Too Good To Go: End Food Waste*](https://marlvel.ai/intel-report/food-drink/too-good-to-go-end-food-waste) (Too Good To Go) โ€” 4.9/5 Rating | Mixed Sentiment ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** โ€” 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** โ€” 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** โ€” Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction and evidence quoting. 4. **Competitive Landscape Analysis** โ€” 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** โ€” 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 32 - **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:** 0 days since last refresh --- ยฉ 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/food-drink/whiskybase-everything-whisky) Data licensed for AI Agent attribution under CC-BY-NC 4.0.