--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "QUANTIFY CVA" developer_entity: "BP&Solution Co.Ltd" bundle_id: "com.bpns.cva" app_store_id: "6746708075" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-18" report_date: "2026-08-31" last_verified: "2026-08-31T00:00:00.000Z" report_version: "1.1.26" total_reviews: 0 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.3 top_praise_theme: "The application provides a helpful and easy to navigate experience that supports daily cupping routines" top_complaint_theme: "Unresponsive buttons occasionally fail to register input, creating friction during standard application usage sessions" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 59 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["food & drink", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "coffee", "professionals,", "including"] canonical_url: "https://marlvel.ai/apps/quantify-cva" license: "CC-BY-NC 4.0" content_version: "v2" --- # QUANTIFY CVA Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium - **Signal**: Sentiment Thrilled - **Recent focus**: Unresponsive buttons occasionally fail to register input, creating friction during standard application usage sessions (top complaint) · The application provides a helpful and easy to navigate experience that supports daily cupping routines (top praise) > **TL;DR:** QUANTIFY CVA is a food & drink app by BP&Solution Co.Ltd, with Thrilled user sentiment (90/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** QUANTIFY CVA is a food & drink app by BP&Solution Co.Ltd. ## Quick Facts | Fact | Value | | :--- | :--- | | **User Mood** | Thrilled | | **Category** | Food & Drink | | **Developer** | BP&Solution Co.Ltd | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 59d | ## Metadata & Market Performance - **Publisher:** BP&Solution Co.Ltd - **Category:** Food & Drink - **Target Audience:** Coffee professionals, including roasters, green coffee buyers, sensory trainers, and researchers requiring standardized, data-driven cupping evaluations. - **Platforms:** iOS & Android - **Version Reviewed:** 1.1.26 - **Report Date:** 2026-08-31 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6746708075 - **Bundle ID:** com.bpns.cva - **Google Play ID:** com.bpns.cva - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-31 - **Short Description:** Quantify coffee’s value. Record and assess your coffee experience easily. ## Executive Snapshot **What it is:** Quantify CVA is a digital assessment tool for the Specialty Coffee Association (SCA) CVA system, available on iOS and Android for coffee professionals. **Why users hire it:** The platform replaces manual cupping forms with cloud-synced, standardized templates, removing the cognitive and administrative cost of aggregating sensory data for quality control. ## App DNA (Features & Intent) - **[Differentiator] SCA CVA Template Creation:** Customizable templates for morphological and emotional assessments, driving enterprise adoption by standardizing professional workflows. * *User Intent:* Users value self-expression and personalized experiences. - **[Differentiator] Real-time Multi-user Sync:** Cloud-based collaborative evaluation for remote teams, increasing session frequency for professional sensory training. * *User Intent:* Users expect seamless access across multiple devices. - **[Differentiator] Statistical Analysis Mode:** Visualization of sensory data to identify quality trends, increasing platform stickiness for research institutions. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Quantify CVA occupies a specialized niche in the Food & Drink category, focusing on professional sensory evaluation rather than consumer-facing coffee discovery. The lack of a broad consumer footprint signals that growth relies on B2B adoption within roasteries and training centers. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with core assessment tools, IAP-supported features for advanced data management - **Analysis:** The freemium model targets professional coffee stakeholders with IAP-gated advanced administrative and data features. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Sentiment:** Thrilled ### Top Praises - **The application provides a helpful and easy to navigate experience that supports daily cupping routines** ### Top Complaints (Impact Areas) - **Unresponsive buttons occasionally fail to register input, creating friction during standard application usage sessions** ## SWOT Analysis {#swot} **Core Strengths:** - SCA-standardized template creation drives professional adoption by replacing manual cupping workflows - Real-time multi-user sync enables remote collaborative evaluation for training centers - Statistical analysis mode increases platform stickiness for research institutions **Growth Levers:** - Export/Import businesses represent an untapped segment for standardized communication through objective evaluation results ## Recent Changes (v2 → v3) {#recent-changes} The report reflects a shift in competitive outlook from stable to mixed, driven by the recognition that UI regressions are actively hindering the transition from manual to digital workflows. Strategic focus has narrowed to emphasize B2B lock-in over broad market reach. **Overall trend**: Mixed **Compared at**: 2026-08-31 ### High-impact changes - **[Shifted] Outlook Trend** (positioning) ### Medium-impact changes - **[Added] New Market Opportunity** (swot) - **[Shifted] Contrarian Take Pivot** (positioning) ## What's New - **Latest (v1.1.26, 1 weeks ago):** Introduced QR code sharing for assessments with custom titles and optimized UI layouts for tablets and foldables. ## App Momentum (Maintenance) {#momentum} - Shipped QR code assessment sharing. - Optimized UI for tablets and foldables. - Maintains maintenance-only release cadence. > **Cadence:** 1 total versions · 0 majors in last 6 months · 12 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} QUANTIFY CVA is a food & drink app that is free with in-app purchases. > **Bottom Line:** Quantify CVA provides a necessary digital bridge for SCA-standardized cupping, but UI instability threatens the professional reliability required for adoption. Addressing these interface regressions will unlock the transition from manual forms to digital data-driven workflows for roasteries. **Best for:** Coffee professionals, including roasters, green coffee buyers, sensory trainers, and researchers requiring standardized, data-driven cupping evaluations. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit UI responsiveness because button failures create friction during assessments → improve session retention ### Outlook: Mixed The professional coffee evaluation market is consolidating around standardized digital tools, and Quantify CVA is positioned to capture roastery workflows if it can stabilize its interface. Maintenance-mode updates leave the app exposed to UI friction, which must be resolved to prevent users from reverting to manual cupping forms. - 🔴 UI regressions in the latest release (unresponsive buttons) erode the daily cupping habit, which compounds the friction of moving from manual to digital forms. - 🟢 The integration of SCA-standardized template creation provides a clear value proposition for roasteries, which serves as a barrier to entry for non-standardized digital rivals. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **QUANTIFY CVA** (this app) | N/A/5 | Thrilled | BP&Solution Co.Ltd | | [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:** BP&Solution Co.Ltd ## Data Sources & Links - **App Store ID:** 6746708075 - **Google Play ID:** com.bpns.cva - **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 ## Frequently Asked Questions {#faq} ### Is Quantify CVA suitable for professional roasters? Yes, the app is designed for professional roasters and green coffee buyers, featuring SCA-standardized templates and statistical analysis tools for quality control. ### Does Quantify CVA work offline? The app features cloud-based access for evaluation from anywhere, but real-time multi-user sync requires a connection to function. ### Is there a free version of Quantify CVA? Yes, the app uses a freemium model that provides core assessment tools for free, with advanced administrative and data features gated behind IAP. ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **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:** 59 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/quantify-cva) Data licensed for AI Agent attribution under CC-BY-NC 4.0.