--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Whiskey Rater" developer_entity: "Chris Silver" bundle_id: "wr.Whiskey-Rater" app_store_id: "6744699006" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-07-18" report_date: "2026-09-30" last_verified: "2026-09-30T00:00:00.000Z" report_version: "1.2.1" total_reviews: 4 overall_rating: 4.8 sentiment: "Excited" sentiment_score: 70 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The ability to save photos and make manual entries provides a functional way to track whiskey collections" top_complaint_theme: "Optical recognition misidentifies specific whiskey brands, forcing users to rely on manual entry instead of automation" review_sample_size: 2 total_review_count: 2 analyzed_review_count: 2 data_age_days: 1 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["food & drink", "free", "excited sentiment", "mobile app", "app review", "app analysis", "whiskey", "enthusiasts", "collectors"] canonical_url: "https://marlvel.ai/apps/whiskey-rater" license: "CC-BY-NC 4.0" content_version: "v2" --- # Whiskey Rater Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 4.75 · Sentiment Excited - **Recent focus**: Optical recognition misidentifies specific whiskey brands, forcing users to rely on manual entry instead of automation (top complaint) · The ability to save photos and make manual entries provides a functional way to track whiskey collections (top praise) > **TL;DR:** Whiskey Rater is a food & drink app by Chris Silver, rated 4.75/5 by 4 users, with Excited user sentiment (70/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Whiskey Rater maintains Excited user sentiment (4.75/5 from 4 reviews), with users consistently praising the ability to save photos and make manual entries provides a functional way to track whiskey collections. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.75/5 (4 reviews) | | **User Mood** | Excited | | **Category** | Food & Drink | | **Developer** | Chris Silver | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 1d | ## Metadata & Market Performance - **Publisher:** Chris Silver - **Category:** Food & Drink - **Target Audience:** Whiskey enthusiasts and collectors who prioritize data privacy, offline access, and detailed cataloging of their personal spirits library. - **Platforms:** iOS - **Version Reviewed:** 1.2.1 - **Report Date:** 2026-09-30 - **Signal Count:** 2 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6744699006 - **Bundle ID:** wr.Whiskey-Rater - **Data Window:** Analysis based on signals collected up to 2026-09-30 ## Executive Snapshot **What it is:** Whiskey Rater is a private, offline-first whiskey cataloging app for iOS that uses on-device scanning to track spirit collections. **Why users hire it:** The app removes the friction of account creation and cloud dependency, serving collectors who prioritize data privacy and offline access over social sharing. ## App DNA (Features & Intent) - **[Differentiator] Label Scanner:** Uses on-device Apple Vision to extract bottle details without network connectivity. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Collection Stats Dashboard:** Visualizes collection growth and type breakdown to encourage ongoing usage. - **[Standard] Data Export:** Generates CSV, JSON, or PDF files to prevent vendor lock-in. ## Market Position {#market-position} Whiskey Rater occupies a niche in the Food & Drink category as a privacy-first, offline-only utility. With a 4.75 rating across four total ratings, the app maintains a high satisfaction baseline despite a low-volume, maintenance-focused update cadence. ## Monetization Strategy - **Model:** Free - **Tiers:** Completely free, no ads, no account required - **Analysis:** Whiskey Rater operates as a free, privacy-focused utility with no current monetization, relying on a zero-cost model to build a user base. ## 🟢 User Sentiment (Medium Confidence: 2 of 2 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.75/5 - **Platform Split:** iOS 4.8/5 (4 ratings) - **Overall Sentiment:** Excited ### Top Praises - **The ability to save photos and make manual entries provides a functional way to track whiskey collections** ### Top Complaints (Impact Areas) - **Optical recognition misidentifies specific whiskey brands, forcing users to rely on manual entry instead of automation** ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture creates high switching costs via local data ownership. - Zero-account requirement removes friction for new user onboarding. **Growth Levers:** - Duplicate entry feature would reduce manual effort for bulk collectors. ## What's New - **Latest (v1.2.1, 2 months ago):** Improved collection performance, data persistence for search/filters, and resolved camera and data sync bugs. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes at ~10-week cadence. - Latest release improved collection performance. > **Cadence:** 1 total versions · 0 majors in last 6 months · 73 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Whiskey Rater is a food & drink app that is completely free. It holds a 4.75/5 rating from 4 reviews. > **Bottom Line:** Whiskey Rater provides a stable, private foundation for spirit cataloging, but the inaccuracy of the label scanner limits its utility as an automated tool. Prioritizing a duplication feature would unlock higher daily retention for collectors. **Best for:** Whiskey enthusiasts and collectors who prioritize data privacy, offline access, and detailed cataloging of their personal spirits library. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship duplicate entry feature because it is the top-requested user improvement → increase collection logging frequency ### Outlook: Stable Whiskey Rater is positioned as a stable, privacy-focused utility that avoids the churn risks of cloud-dependent rivals. The current maintenance-only cadence is sufficient for a niche tool, but the inaccuracy of the label scanner will eventually force a pivot to either better recognition or a focus on manual-entry efficiency to keep users engaged. - ⚪ The app remains in a maintenance-only release cadence, which limits the risk of regression but prevents the expansion of the core feature set. - 🔴 Optical recognition errors force users to rely on manual entry, which erodes the value of the primary automation feature and increases churn risk. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.75/5 | | Total Reviews | 4 | | Sentiment | Excited (70/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Whiskey Rater** (this app) | 4.75/5 | Excited | Chris Silver | | [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:** Chris Silver - **Website:** [https://silvercj.github.io/mywhiskeys](https://silvercj.github.io/mywhiskeys) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/whiskey-rater/id6744699006?uo=4) - **Dev Site:** [Official Website](https://silvercj.github.io/mywhiskeys) - **Sources:** Developer website content, App store metadata, User reviews. ## 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 ## Frequently Asked Questions {#faq} ### Does Whiskey Rater require an internet connection? No, Whiskey Rater is an offline-first app. All data is stored locally on your device, and the label scanner functions without network connectivity. ### Is Whiskey Rater free to use? Yes, Whiskey Rater is completely free, contains no advertisements, and does not require an account to use. ### Can I back up my whiskey collection? Yes, Whiskey Rater allows you to export your data as a CSV, JSON, or printable PDF catalog, which can be imported later to restore your collection. ## 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 2 - **Data Sources:** user reviews, developer website, 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:** 1 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/whiskey-rater) Data licensed for AI Agent attribution under CC-BY-NC 4.0.