--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Wine Find: Pocket Sommelier" developer_entity: "Wine Find" bundle_id: "com.winefind.app" app_store_id: "6740998562" google_play_id: "it.richy.sommelier" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-03-25" report_date: "2026-05-19" last_verified: "2026-05-19T11:27:19.882Z" report_version: "0.1.32" total_reviews: 24 overall_rating: 5 confidence: "low" confidence_score: 0.25 data_age_days: 43 momentum_velocity: "active" intelligence_version: 2 tags: ["food & drink", "free", "mobile app", "app review", "app analysis", "consumers", "ranging", "beginners"] canonical_url: "https://marlvel.ai/intel-report/food-drink/com-winefind-app" license: "CC-BY-NC 4.0" content_version: "v2" --- # Wine Find: Pocket Sommelier App Audit ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 5 > **TL;DR:** Wine Find: Pocket Sommelier is a food & drink app by Wine Find, rated 5/5 by 24 users, available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Wine Find: Pocket Sommelier is a food & drink app by Wine Find. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (24 reviews) | | **Category** | Food & Drink | | **Developer** | Wine Find | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.25/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Wine Find - **Category:** Food & Drink - **Target Audience:** Wine consumers ranging from beginners to enthusiasts looking to make informed purchasing decisions at restaurants or retail locations. - **Platforms:** iOS & Android - **Version Audited:** 0.1.32 - **Audit Date:** 2026-05-19 - **Signal Count:** 5 reviews analyzed - **Confidence:** Low (0.25/1.0) - **App Store ID (iOS):** 6740998562 - **Bundle ID:** com.winefind.app - **Google Play ID:** it.richy.sommelier - **Data Window:** Analysis based on signals collected up to 2026-05-19 - **Short Description:** Scan the wine list, tell us your meal, and find the perfect bottle ## Executive Snapshot Wine Find is a discovery tool that assists users in selecting wines by providing critic scores, tasting notes, and market pricing. It simplifies the wine-buying experience for both novices and experts through image recognition and personalized palate mapping. ## App DNA (Features & Intent) - **[Standard] Instant Scan:** Uses photography to identify wine labels or menus to provide critic scores, tasting notes, and market price comparisons. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Taste Profile:** Maps a user's palate based on their preferences to generate personalized flavor notes and wine recommendations. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Find Wine:** Allows users to search for specific wine styles, price points, or food pairings to find the best available matches. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Smart Savings:** Identifies potential mark-ups on wine lists to help users avoid overpaying relative to retail prices. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Monetization Strategy - **Model:** Free ## App Momentum (Active) {#momentum} Last updated 54d ago. 5 versions tracked. > **Cadence:** 5 total versions · 0 majors in last 6 months · 54 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Wine Find: Pocket Sommelier is an established food & drink app that is completely free. With a 5/5 rating from 24 reviews, it shows polarized user reception. > **Bottom Line:** The app differentiates itself by translating complex wine lists into accessible, preference-based recommendations while providing transparency on market pricing. **Best for:** Wine consumers ranging from beginners to enthusiasts looking to make informed purchasing decisions at restaurants or retail locations. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 24 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 4 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Wine Find: Pocket Sommelier** (this app) | 5/5 | N/A | Wine Find | | [Beyond Menu Food Delivery](https://marlvel.ai/intel-report/food-drink/beyond-menu-food-delivery) | 4.6/5 | Thrilled | BeyondMenu | | [Seamless: Local Food Delivery](https://marlvel.ai/intel-report/food-drink/seamless-local-food-delivery) | 4.7/5 | Frustrated | Seamless North America, LLC | | [Instacart: Groceries & Food](https://marlvel.ai/intel-report/food-drink/instacart-groceries-food) | 4.8/5 | Excited | Maplebear Inc | | [Caviar - Order Food Delivery](https://marlvel.ai/intel-report/food-drink/caviar-order-food-delivery) | 4.7/5 | Excited | Caviar, Inc. | | [Postmates - Food Delivery](https://marlvel.ai/intel-report/food-drink/postmates-food-delivery) | 4.6/5 | Excited | Uber Technologies, Inc. | ## Company Profile - **Developer:** Wine Find - **Website:** [https://winefind.ai](https://winefind.ai) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/wine-find-pocket-sommelier/id6740998562?uo=2) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=it.richy.sommelier&hl=en&gl=us) - **Dev Site:** [Official Website](https://winefind.ai) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Beyond Menu Food Delivery*](https://marlvel.ai/intel-report/food-drink/beyond-menu-food-delivery) (BeyondMenu) — 4.6/5 Rating | Excellent Sentiment - [*Seamless: Local Food Delivery*](https://marlvel.ai/intel-report/food-drink/seamless-local-food-delivery) (Seamless North America, LLC) — 4.7/5 Rating | Negative Sentiment - [*Instacart: Groceries & Food*](https://marlvel.ai/intel-report/food-drink/instacart-groceries-food) (Maplebear Inc) — 4.8/5 Rating | Positive Sentiment - [*Caviar - Order Food Delivery*](https://marlvel.ai/intel-report/food-drink/caviar-order-food-delivery) (Caviar, Inc.) — 4.7/5 Rating | Positive Sentiment - [*Postmates - Food Delivery*](https://marlvel.ai/intel-report/food-drink/postmates-food-delivery) (Uber Technologies, Inc.) — 4.6/5 Rating | Positive Sentiment - [*Uber Eats: Food & Groceries*](https://marlvel.ai/intel-report/food-drink/uber-eats-food-groceries) (Uber Technologies, Inc.) — 4.8/5 Rating | N/A Sentiment - [*EatStreet Local Food Delivery*](https://marlvel.ai/intel-report/food-drink/eatstreet-local-food-delivery) (EatStreet) — 4.7/5 Rating | N/A Sentiment - [*ChowNow: Local Food Ordering*](https://marlvel.ai/intel-report/food-drink/chownow-local-food-ordering) (ChowNow) — 4.7/5 Rating | N/A Sentiment - [*Grubhub: Food Delivery*](https://marlvel.ai/intel-report/food-drink/grubhub-food-delivery) (GrubHub.com) — 4.7/5 Rating | Terrible 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) — 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** — 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 and evidence quoting. 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:** 0.25/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **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 --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/food-drink/com-winefind-app) Data licensed for AI Agent attribution under CC-BY-NC 4.0.