AI-Powered Social Intelligence Platform

Playground AI is an advanced social intelligence platform tailored specifically for the cryptocurrency industry. Utilizing advanced AI and data science techniques, it aggregates and indexes a broad range of accessible data about crypto projects, individuals, and events. By employing a specialized ranking algorithm and a custom-trained LLM, the indexed data is then engineered into actionable insights and reliable forecasts.

The Playground AI Product Suite includes three main products: Apollo, Kratos, and Hermes, all powered by the DataSeer. The DataSeer is a robust data engine crafted to efficiently collect cryptocurrency data from various sources and aggregate it using proprietary algorithms and models.

Core Functionalities of Playground AI

Search & Indexing

Playground AI gathers and sorts through terabytes of data from a diverse array of sources, including news, on-chain and off-chain activities, market events, and social interactions, to cover every conceivable aspect of cryptocurrency-related information. This encompasses tweets, account details, and user interactions, streamlining the process for users to swiftly find and obtain detailed information about different cryptocurrency projects, people or events.

Content Discovery

Playground AI has created specialized data crawlers for X, websites, and the blockchain. These crawlers are integral components of our Social Discovery Engine, constantly monitoring and indexing social content, interactions from X accounts, website information, and market events related to cryptocurrencies. Since its launch on February 6, 2024, Playground AI has identified over 11,000 cryptocurrency projects on X, averaging over 100 new project discoveries each day and indexing more than 1 terabyte of data from our sources.

Relevance & Ranking

Playground AI's proprietary data ranking algorithm called pRank, blends the fundamental aspects of Google's famous PageRank algorithm with a time-based influence model for data point interactions. pRank evaluates the relationships among indexed data points, adding a time decay feature to each connection. This method enables pRank to accurately gauge the social influence and trustworthiness of cryptocurrency projects, individuals, and market events, keeping the data timely and pertinent.

pRank effectively adjusts for projects with artificially boosted statistics, such as those with fake followers and impressions. The inclusion of time decay means that the most up-to-date and relevant projects are given priority, a critical aspect for the rapidly changing cryptocurrency market. This approach significantly outperforms other systems that merely rank projects based on static metrics like follows and mentions from a predefined set of important accounts.

AI Search Experience

The Playground AI Model, refined with terabytes of data from various sources, is adept at differentiating between individual and project accounts on X, organizing projects into 22 cryptocurrency narratives and 82 blockchains, and identifying market events. When our Social Discovery Engine detects a new data point, the model can analyze, classify, and assess it. Continuous data analysis supports both immediate and extended trend evaluation, offering insights that feed into the Playground AI Product Suite.

The process of data labeling and categorization enhances the search functionality, allowing users to efficiently explore and evaluate crypto projects, people or events tailored to their particular interests, preferred blockchain technologies, and search criteria.