Loymax AI

Loymax AI (Artificial Intelligence) is a tool for automating and personalizing marketing campaigns that can integrate personalized marketing into an existing Loyalty Program. Using machine learning (ML), the module elevates the loyalty program to a new technological level, increases LP member engagement, and drives purchase growth.

Key module capabilities

1. Automated data processing and analysis: the system can handle large volumes of data, enabling rapid analysis of customer information.
   • Analysis of up to 100 million customers;
   • Simultaneous monitoring of more than 1,000 parameters.
2. Creation of personalized preferences: discounts, bonus points, and other incentives tailored to each Loyalty Program member. This helps optimize costs and boost the effectiveness of marketing campaigns while reducing staff workload.
3. Generation of personalized online content through ranking and prediction of the most likely purchases. Real-time adaptation to behavioral changes: Loymax AI continuously tracks shifts in customer behavior, preferences, and external factors such as seasonal fluctuations, assortment changes, holidays, etc.
4. Optimization of communication channels: the system selects the most effective communication channel for each Loyalty Program member, increasing the likelihood of response.

How Loymax AI works

The module operates according to the following scheme:

1. Loymax AI collects and analyses sales data using various parameter groups. For example:
   • Customer profiles: purchase frequency and volume, receipt amount and length, brand preferences, sensitivity to offers, responsiveness to communication channels, etc.;
   • Products and product categories: purchase frequency and volume, product attributes, price segment, category presence in receipts, etc.;
   • Points of sale: POS attributes, customer and product price segments, brand availability, etc.;
   • Receipt parameters: purchase amount, receipt length, breadth of assortment in the receipt, etc.;
   • Calendar: purchase patterns linked to seasonality, time of year, day of week, holidays, etc.
2. Loymax AI employs a hybrid recommendation system: multiple competing ML models are used to select the optimal personalized offer. Offers are chosen based on predicted purchase uplift.
3. After selecting the best-performing model, the system learns from the new data, continually improving the accuracy of future recommendations.

Results

As a result of using Loymax AI, Loyalty Program members receive personalized and relevant offers via their most effective communication channel. This creates additional value for customers, enhances loyalty, unlocks customer potential, supports retention and win-back efforts, and ultimately drives sales growth.