QUANTIFY CVA
Quantify CVA is a digital assessment tool for the Specialty Coffee Association (SCA) CVA system, available on iOS and Android for coffee professionals.
The App DNA
What makes this app unique?
The platform replaces manual cupping forms with cloud-synced, standardized templates, removing the cognitive and administrative cost of aggregating sensory data for quality control.
For Coffee professionals, including roasters, green coffee buyers, sensory trainers, and researchers requiring standardized, data-driven cupping evaluations.
What does it look like?
Key features
Customizable templates for morphological and emotional assessments, driving enterprise adoption by standardizing professional workflows.
Cloud-based collaborative evaluation for remote teams, increasing session frequency for professional sensory training.
Visualization of sensory data to identify quality trends, increasing platform stickiness for research institutions.
How much does it cost?
The freemium model targets professional coffee stakeholders with IAP-gated advanced administrative and data features.
Velocity
Maintenance developmentUX improvementsperformanceShow more...
With only one release in the observed window and a last update 12 days ago, the app operates on a maintenance cadence. Development is currently focused on UX improvements and stability, specifically streamlining QR workflows and deep link navigation. There is no evidence of a shift toward live-ops or high-frequency feature delivery. The current pace suggests a stable, low-intensity update cycle.
Who built it?
User Sentiment
What do users think recently?
Review voice lately leans thrilled. Users appreciate the application provides a helpful and easy to navigate experience that supports daily cupping routines.
How are ratings & reviews evolving?
What users say, by theme
- The application provides a helpful and easy to navigate experience that supports daily cupping routines
- Unresponsive buttons occasionally fail to register input, creating friction during standard application usage sessions
1 of 1 recent reviews analyzed · limited sample
Read the full review analysisCompetition
Competitive landscape for QUANTIFY CVA
How's the Food & Drink market?
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.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for QUANTIFY CVA
Where is it heading?
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.
The SWOT
- 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
- Export/Import businesses represent an untapped segment for standardized communication through objective evaluation results
Next best moves
Audit UI responsiveness because button failures create friction during assessments → improve session retention
+ 1 more prioritized moveThe counter-intuitive read
The app's professional-only focus is a strength: by ignoring the consumer coffee market…
Read the full takeSince the last report: 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.
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.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Quantify CVA suitable for professional roasters?
Does Quantify CVA work offline?
Is there a free version of Quantify CVA?
Sources
- [1] App Store listing
Report last updated