Booko (YC W26)
AI-Powered Demand Forecasting &
Smart Incentives for Mariana Tek Studios
Booko predicts how full each class will be and helps studios fill spots that would otherwise go unsold - through targeted incentives, promo codes, and demand intelligence. We integrate directly with Mariana Tek so studios keep their existing booking flow, members, and brand.
How It Works
Booko is a push-model integration. We read your schedule data, run our forecasting models, and push incentives back. No development work is required on the Mariana Tek side.
Class Schedules
Customer APISession times, instructors, capacity, and location data
Booking & Attendance
Customer APIReal-time reservation counts and historical fill rates
Incentive Delivery
Pricing APITargeted promotions and pricing pushed back to your storefront
Live Events
WebhooksBooking and cancellation events for real-time model updates
Integration Architecture
What Studios Get
Booko is not a marketplace or aggregator. Studios keep 100% of their members and transactions.
Fill Off-Peak Classes
Booko identifies classes likely to underperform and surfaces targeted incentives - promo codes, complimentary credit grants, or adjusted pricing - to drive attendance when it matters most.
Demand Intelligence
Know which classes need attention, which instructors are trending, and where to focus marketing spend - all powered by predictive models trained on your studio data.
Revenue Optimization
Increase total revenue and utilization while keeping more margin in the studio compared to third-party marketplaces. Studios keep their members, their brand, and their checkout flow.
Works Within Credits & Memberships
Booko is designed for the credit and membership model. We deliver incentives through mechanisms that fit how Mariana Tek studios already operate - no per-class checkout required.
Mariana Tek APIs Used
| API | Direction | Purpose |
|---|---|---|
| Customer API | MT → Booko | Class schedules, locations, booking/inventory data |
| Pricing API | Booko → MT | Push optimized incentives and pricing per class |
| Webhooks | MT → Booko | Real-time booking and cancellation events |
Commercial Model
Booko charges studios a flat SaaS subscription fee. There is no revenue share, no per-transaction fee, and no marketplace cut. Studios pay Booko directly and retain full control of their pricing, members, and checkout experience.
About Booko
Booko is backed by Y Combinator (W26) and builds dynamic pricing and demand-forecasting tools for fitness and wellness businesses. Booko integrates with Mariana Tek for website bookings. Support for Mariana Tek branded apps is in development.