Rug Protection

Institutional-grade risk engine analyzing every token against 2M+ historical data points. Four autonomous layers. Each can independently reject a trade.

Important Disclaimer

No risk engine is infallible. While Clawd Sniper dramatically reduces exposure to malicious tokens using advanced AI analysis, meme coin trading carries inherent risk. Only deploy capital you can afford to lose.

Protection Pipeline

When a new token is detected, all four layers run in parallel. If any single layer flags the token, the trade is blocked.

Liquidity Lock
Deployer Wallet
Honeypot Simulator
Contract Risk
Safe to Trade
LAYER 01

Liquidity Lock Scanner

Before any trade executes, the bot checks whether the token's liquidity is locked. Unlocked liquidity means the deployer can drain the pool at any time, resulting in a rug pull.

How it works

  1. 1Queries on-chain lock contracts (Team Finance, Unicrypt, PinkSale, custom lockers)
  2. 2Verifies lock duration meets minimum threshold (default: 30 days)
  3. 3Checks the percentage of total liquidity that is locked (minimum 80%)
  4. 4If liquidity is unlocked or partially locked, the trade is blocked
LAYER 02

Deployer Wallet Profiler

The bot analyzes the wallet that deployed the token contract. Known rug deployers, suspicious patterns, and wallet age are all factored into a risk score.

How it works

  1. 1Cross-references deployer address against a database of known scam wallets
  2. 2Analyzes wallet history: age, transaction count, previous token deployments
  3. 3Checks if previous tokens by this deployer were flagged as rugs
  4. 4Assigns a risk score from 0 (safe) to 100 (confirmed scammer)
LAYER 03

Honeypot Simulator

A honeypot is a token you can buy but cannot sell. The bot simulates a complete buy and sell transaction in a sandboxed environment before committing real funds.

How it works

  1. 1Simulates a buy transaction against the live liquidity pool
  2. 2Immediately simulates a sell transaction with the bought tokens
  3. 3Measures the actual sell tax (some tokens have hidden 99% sell taxes)
  4. 4If the sell fails or tax exceeds threshold, the trade is blocked
LAYER 04

Contract Risk Scorer

The token's smart contract is analyzed in real-time for dangerous functions, hidden minting capabilities, ownership risks, and other code-level red flags.

How it works

  1. 1Decompiles and scans the contract bytecode for known rug patterns
  2. 2Checks for dangerous functions: mint, blacklist, pause, proxy upgrades
  3. 3Verifies if ownership is renounced or held by a single wallet
  4. 4Produces an aggregate risk score combining all checks

Protection by the Numbers

4
Protection layers
2M+
Launches analyzed
847
Threats neutralized
< 50ms
Total scan time