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Personalized Recommendation Solution

that enhances user play experience through data-driven customized content

It deeply analyzes user behavior patterns and preferences to provide appropriate content in various ways. This leads to a richer user experience, increasing playtime and reducing user churn.

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User Analysis

User data analysis as the foundation of customized content

To determine the target audience and exposure methods for content, it precisely analyzes a vast amount of user data. The intuitive system enables easy searching of necessary data and extraction of data that meets specific criteria.

Personalized Contents

In-game and external information content tailored to user needs and interests

It displays guides appropriate for the hurdles encountered during gameplay and recommends products at the optimal time based on user purchase experience and preferences. Additionally, it utilizes elements of user interest and gameplay patterns to provide personalized news, reports, and gaming video contents.

Social Recommendations

Matching and social recommendation tailored to user preferences and gameplay context

It analyzes user data to find and match the best competitors and recommends ideal guilds, guild members, party members, and friends, as well as chat groups based on user preferences and gameplay, enhancing interaction and information sharing among users.

Marketing Optimization

Precision user targeting for maximizing marketing efficiency

It displays customized banners at desired frequencies to users who meet specific criteria, and identifies users at risk of churn to send personalized messages. Personalized marketing is highly effective in enhancing retention and encouraging user return.