DefiGPT
From Blockchain Noise to Actionable Insights
An AI-powered concept that turns complex on-chain data into useful market analysis for traders, NFT collectors, and Web3 investors.
DefiGPT is a blockchain-based platform that uses a generative engine and retrieval-augmented system to curate insights for users. It integrates NFT collections and data APIs such as Dune Analytics, Covalent, and Airstack for comprehensive market analysis.
Product vision: Bridge the gap between raw blockchain data and actionable decisions for crypto investors.
DefiGPT product vision and interface
Why build it?
The breadth and complexity of blockchain data make it difficult for people without a data-analysis background to derive meaningful insights. DefiGPT aims to simplify that complexity so users can understand the crypto marketplace more deeply.
Who is it for?
Traders, NFT collectors, and Web3 investors who want to understand the market and get insights into particular tokens, NFTs, and protocols before making investment decisions.
Solution overview
The platform features two proprietary technologies: Wallet2Vec, for wallet segmentation, and a recommendation engine for personalised investment and trading recommendations.
It analyses multiple kinds of blockchain activity:
| Blockchain data type | Metrics |
|---|---|
| Token data | Token balances, transfers, ownership history, market capitalisation, volume, price changes, liquidity |
| DeFi protocol data | Lending rates, liquidity pool sizes, token swap volumes, total value locked, yield rates |
| GameFi | Daily active users, average transaction volume, token circulation, liquidity |
| NFT | Total transactions in NFT marketplaces |
| Transaction data | Transaction hashes, value transferred, transaction volume |
Functional requirements
Wallet2Vec
A wallet-embedding system powered by transformer architecture to create stronger wallet segmentation. Each wallet embedding is trained on a sequence of transactions.
Recommendation engine
A personalised engine designed to understand a user’s style of trading and investment, then recommend useful visualisations.
Data integration
Comprehensive market analysis across the blockchain data types above, supported by SQL and integrations with diverse data APIs.
User flow
DefiGPT end-to-end user flow
