Public Roadmap
Here’s a look at what we’re building for both the Fragella API and the App. Our plans are shaped by our mission and your valuable feedback.
A Note from the Team
Fragella is a passion project, built for the love of fragrance. Our team members have different life commitments, but we are dedicated to building the best fragrance data platform possible. Timelines may shift, but our commitment to quality and community feedback remains constant. We appreciate your support and understanding!
API Roadmap
Now
Improve Data Accuracy (Completed Oct 29, 2025)
Actively verifying and filling data gaps for our most queried and top-requested fragrances to ensure reliability.
Provide Granular Data Points (Completed Oct 29, 2025)
Added more granular data points on ingredient sourcing and concentration (e.g., EDT vs EDP).
Improve Overall Data (Completed Oct 23, 2025)
Completed initial pass on enhancing overall data integrity and coverage.
Data Normalization Improvements (Completed Jan 9, 2026)
Standardizing data formats for notes, brands, and perfumers to ensure consistency across the API.
Next
GNN-based Recommendation Engine
Develop a new recommendation endpoint using GNN/STGNN models to suggest fragrances based on a user's preferred notes, accords, and liked items.
Reduce API Latency
Optimizing database queries and caching strategies to deliver faster responses, especially for complex searches.
Expand Endpoints
Introduce new, dedicated endpoints for perfumers and fragrance launch years to enable more specific queries.
Later
Historical & Trend Data
Explore adding historical data endpoints and trend analysis features to uncover insights over time.
Release Model Training Data
Making our model training data and processes public to foster community trust and enable independent research.
App Roadmap
Now
UI & UX Enhancements (Completed Nov 3, 2025)
Dark mode improvements, clearer accord intensity levels, faster load transitions, and overall UI polish for a smoother, more intuitive experience.
UI & UX Enhancements (Completed Oct 10, 2025)
Implementing general UI tweaks and refinements across the app for a more intuitive and polished user experience.
UI & UX Enhancements (Completed Oct 10, 2025)
Implementing general UI tweaks and refinements across the app for a more intuitive and polished user experience.
Persistent Login (Completed Oct 15, 2025)
Improving session management to keep users logged in for longer, reducing the need for frequent re-authentication.
Increase Speed and Login Reload (Completed Jan 1, 2026)
Focusing on optimizing app load times and improving the login refresh process for a smoother experience.
Next
Overhaul In-App Search (Completed Oct 25, 2025)
Rebuilding the search functionality from the ground up to provide significantly faster and more accurate results.
Integrate Newer API Version (Completed Jan 1, 2026)
Transitioning the app to the latest version of the Fragella API to unlock better data and performance.
Later
Enhanced Social Features (Completed Jan 1, 2026)
Exploring new ways for users to connect, share collections, and engage with the fragrance community within the app.
Feature Requests / Under Consideration
These are ideas and requests from our community. We’re collecting feedback and evaluating them for future inclusion.
For the App
- Redesigning the "My Fragrances" page for better organization and more engaging visuals.
Have an idea? Email us at [email protected].