AI + Web3 wallet risk engine

TrustScore for Wallets

Paste a Solana wallet address and the app pulls live transaction history through Helius, scores anomaly patterns, and highlights scam-like behavior.

Backend: Next.js API routeData: Helius Solana APIScoring: anomaly + malicious heuristics

How it works

This is the architecture you can present in your submission.

1. Frontend

Next.js dashboard collects the wallet address and renders the score, risks, and transaction table.

2. Backend

API route fetches wallet transactions from Helius and normalizes the raw blockchain payload.

3. AI scoring

Heuristic anomaly detection flags rapid transfers, failure spikes, repeated destinations, and scam-like behavior.