Predictoura is an AI-powered platform for aggregating large-scale events, predicting demand, and enabling dynamic pricing. Designed for the hotel, transport, and events industries, it analyzes how events impact local infrastructure and forecasts market behavior in real time.
The system offers advanced event exploration with 30+ filters, detailed impact analytics, a weekly event density calendar, and AI-driven demand prediction with impact scoring. Map visualization, smart caching, and clean architecture make it a scalable solution for hotel chains, transport companies, event organizers, and travel agencies — wherever event-based demand forecasting matters.
Application features:
- Advanced search engine with natural language queries and 30+ filters: Impact Score (0-100), Estimated Attendance, Prestige Score, Duration Days, Date Range, Event Type (9 categories), Event Reach, Security Level
- AI algorithms for demand prediction calculating composite impact score based on prestige, internationalization, reach, and event logistical impact
- Detailed impact analysis with circular gauge visualization, metrics breakdown (Event Reach, Logistical Impact, Internationalization Score, Prestige Score, Security Level), and explanatory tooltips
- Weekly calendar with daily impact scores, category activity breakdown, top 3 venues each day, and week summary with most active locations ranking
- Similar events search using similarity matching algorithms to identify events with comparable characteristics and impact
- OpenLayers map integration with venue markers, geographic coordinates, Google Maps links, and interactive navigation and zoom
- Event badges and categorization system (Cultural/Entertainment, Educational/Scientific, Sports, Business, Private/Corporate) with colored indicators and risk levels
- Filter persistence in URL query params enabling easy search sharing and returning to saved views
- Multi-criteria sorting (similarity, impact score, attendance, start date) with filter context and search query preservation
- TanStack Query with optimistic updates, 5min cache, retry logic, and Zustand for global filter and user settings state management
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Weekly Calendar
Event density overview in seven-day layout with daily impact scores, category activity, top venues, plus summary of most active locations and event categories with advanced filters.
Event Details
Comprehensive event presentation with date, venue, organizer information, interactive location map, impact analysis breakdown (reach/prestige/security), and similar events search function.
Event Browser
Advanced search engine with natural language queries, 30+ filters (impact score, attendance, prestige, duration, location), similarity sorting, and detailed result cards with metrics.