AI Wallet Activity Summarizer

WHAT IT DOES

AI Wallet Activity Summarizer provides AI-powered analysis of any wallet's on-chain activity, transaction history, and behavior patterns. Analyze transaction history to identify frequently used protocols, common transaction types, and wallet age. View token balances and holdings across multiple tokens. Analyze contract interactions to identify DeFi protocol usage patterns. Detect NFT activity including purchases, sales, listings, and offers. Identify DeFi protocol usage including lending, borrowing, supplying, and withdrawing. Detect swap activity across DEXes including Uniswap, Curve, and 1inch. Identify bridge activity across different chains. Analyze gas usage patterns including typical gas price and frequency. The AI translates these technical findings into a plain-language summary with a wallet type verdict (DeFi Power User, NFT Collector, DEX Trader, Governance Participant, Multi-Protocol User, or Inactive/Basic User), categorized activity breakdown with metrics, notable patterns, and a final overview.

HOW TO USE

1. Connect your Web3 wallet (Ethereum, Polygon, Arbitrum, Optimism, BSC, or any EVM-compatible chain).

2. Select the network that matches your target chain from the dropdown.

3. Enter the wallet address you want to analyze.

4. Select the lookback period (7, 30, 90, 180, or 365 days).

5. Click "summarize wallet activity" to read on-chain transaction history and generate an AI summary.

6. Review the wallet type verdict, categorized activity breakdown, notable patterns, and final overview.

7. Use the summary to understand wallet behavior, evaluate counterparty risk, or analyze your own activity patterns.

8. Remember: the AI explanation is generated from on-chain data — always review your wallet's signature prompt before signing.

TECHNICAL MECHANISM

AI Wallet Activity Summarizer reads real on-chain transaction history for the specified wallet address using the provider. The tool queries transaction history within the specified lookback period, collecting data on transaction count, types, contract interactions, and gas usage. It identifies protocols by analyzing contract addresses and function signatures against a database of known DeFi and NFT protocols. It categorizes activities into types: swaps (DEX interactions), transfers (standard token movement), lending (Aave, Compound, MakerDAO), bridging (Across, Hop, Arbitrum, Optimism), NFTs (OpenSea, LooksRare, Blur), and governance (voting, proposals). It analyzes token balances across ERC-20 tokens and NFTs. The parsed on-chain data is then passed to the AI bridge (BGAI.generate) which produces a structured summary in plain language. The AI explanation is capped at 1,024 tokens and focuses on actionable insights and clear categorization. The tool presents the summary before any action is taken, enabling the user to understand wallet behavior.

WHAT IT CANNOT SEE

This tool cannot verify that transaction history is complete or that it captures all wallet activity — some transactions may be off-chain or on other chains. It cannot detect off-chain wallet activity or intent behind transactions. It cannot guarantee that summarized patterns reflect actual future behavior — past activity does not predict future actions. It cannot ensure that all transaction types are categorized correctly — some contracts may be misidentified. The AI analysis is based solely on on-chain transaction data — it cannot detect off-chain intent, social relationships, or future behavior. Always verify critical information independently and never rely solely on automated analysis for financial decisions. The AI explanation is generated and does not replace reviewing what you are actually signing in your wallet.

PLEASE NOTE

AI Wallet Activity Summarizer supports EVM-compatible blockchains only (Ethereum Mainnet, Goerli, Polygon, Arbitrum One, Optimism, BNB Smart Chain, and others via network selection). The tool requires a free API key for the AI bridge. The tool never submits transactions or signs messages; it is strictly read-only. The AI explanation is generated after reading transaction data — always review your wallet's signature prompt before approving any transaction. The lookback period affects the scope of the analysis; longer periods provide more comprehensive summaries but may take longer. Activity categorization is based on known protocol signatures — new or obscure protocols may not be recognized. The tool cannot detect off-chain activity or intent behind transactions.