AI Token Analyzer

Project: Demo

AI Token Analyzer is a software for analyzing the risks of cryptocurrency tokens.

Technologies used:

The AI ​​Token Analyzer is a platform that analyzes the risk of cryptocurrency tokens using artificial intelligence and on-chain security heuristics.

On-chain security heuristics are rules, patterns, and automatic methods used to identify suspicious or risky behavior within a blockchain, that is, by analyzing on-chain data (directly on the network). Instead of relying on "human opinions," heuristics function as intelligent checklists based on real signals from contracts and transactions.

Practical examples:

🪙 Supply concentration: if one wallet holds 80% of the tokens → rug pull risk.
🚫 Unverified contract: if the contract code is not public on Etherscan → high risk.
💧 Unlocked liquidity: if the creator can withdraw liquidity from the pair on the DEX → scam risk.
🕵️ No audit trail: increases the level of uncertainty.
⚠️ Suspicious distribution: many initial transfers to new wallets → possible manipulation.

These heuristics are combined to generate a risk score, classifying the token as low, medium, high, or critical risk.In short:

🧩 On-chain heuristics are automated rules that help detect fraud, manipulation, or risk in tokens directly from blockchain data.

The IA Token Analyzer allows users to:

🔍 Analyze tokens on networks such as Ethereum, BSC, and Polygon
📊 Visualize risk metrics and holder distribution
📄 Generate reports and insights in natural language
⚙️ Explore integrated data via the Etherscan, BscScan, and PolygonScan APIs

The project was built with Laravel + React (TypeScript), Tailwind CSS, and integrates a complete architecture with authentication, queues, dashboards, and blockchain APIs.

Front-end Design Progress

s