AI Pricing Optimization
Monetai uses AI-powered pricing optimization to automatically find the best discount rates for your users. The system works in two phases, progressively improving as more data is collected.
How It Works​
Monetai's optimization system operates in two phases:
| Phase | Status | Description |
|---|---|---|
| Global Optimization | ✅ Available | Automatically finds the optimal discount rate across all users |
| Personalized Optimization | 🔜 Coming Soon | Delivers individually tailored discounts per user |
You don't need to configure or choose between these phases — Monetai handles the transition automatically.
Phase 1: Global Optimization​
Global optimization starts working immediately after SDK integration. No minimum data threshold is required to begin.
How it works:
- Monetai's AI continuously analyzes overall user behavior and purchase patterns from your app.
- It automatically tests and adjusts discount rates to find the most effective pricing strategy.
- As your agent runs and more data is collected, the optimization becomes increasingly accurate.
Unlike traditional ML-based approaches that require large datasets before they can operate, Monetai's global optimization begins working from day one. Simply integrate the SDK, create a promotion, and start your agent.
Phase 2: Personalized Optimization​
Personalized optimization is currently in development. Once available, it will be automatically enabled for your account — no migration or setup required.
While global optimization finds the best discount rate for your user base as a whole, personalized optimization will take it a step further:
- Individual-level pricing: Each user receives a discount tailored to their specific purchase likelihood and price sensitivity.
- Automatic upgrade: When sufficient data has been accumulated and the personalized model is ready, your agents will seamlessly upgrade from global to personalized optimization.
Frequently Asked Questions​
- Q. Do I need to wait for data to accumulate before starting an agent?
- A. No. Monetai's global optimization begins working immediately after SDK integration. You can start your agent right away, and the system will continuously improve as more data is collected.
- Q. How does Monetai determine the optimal discount rate?
- A. Monetai's AI analyzes user behavior data collected through the SDK — such as product page views and purchase events — to identify the discount rates that maximize both conversion and revenue.
- Q. Will I need to do anything when personalized optimization becomes available?
- A. No. The transition from global to personalized optimization will happen automatically. Your existing agents will seamlessly benefit from the upgrade without any configuration changes.
Support
If you have any questions about how Monetai's pricing optimization works, feel free to contact us at support@monetai.io.
Next Steps​
Learn more about setting up and managing promotions: