Overview
Snipers and bundlers are traders who use automated tools to gain unfair advantages during token launches. They acquire large positions before regular users can participate, often leading to price manipulation and losses for retail traders.Snipers
What They Do
- Monitor mempool for new token deployments
- Execute buy transactions in the same block as liquidity addition
- Pay high gas fees to front-run other buyers
- Acquire tokens at the lowest possible price
How They Operate
- Detection: Bot monitors for
addLiquiditytransactions - Front-running: Submit buy with higher gas fee
- Acquisition: Get tokens before price moves up
- Exit: Sell into retail buying pressure
Impact
- Regular buyers pay higher prices
- Snipers dump on later entrants
- Creates immediate sell pressure
Bundlers
What They Do
- Bundle multiple transactions into a single block
- Often use private mempools (e.g., Flashbots)
- Coordinate token launch + immediate purchases
- Can control significant supply from block 0
How They Operate
- Preparation: Create multiple wallets
- Bundling: Package launch + buys together
- Execution: All transactions in one block
- Distribution: Spread holdings across wallets
Impact
- Supply concentration from first block
- Artificial holder count inflation
- Coordinated dump capability
Detection Indicators
Holder Analysis Tags
API Example
Early holder analysis covers Solana tokens launched within the last 12 months and BSC tokens deployed within the last 3 months (data provider retention). Older tokens return
data_availability: "unsupported_token_age"; previously analyzed tokens continue to return stored results.Red Flags at Launch
Protection Strategies
- Wait before buying - Let initial volatility settle
- Check holder analysis - Use our Holder Analysis endpoint
- Monitor distribution changes - Healthy tokens show gradual distribution
- Verify team holdings - Transparent teams disclose their wallets
- Watch for coordinated sells - Snipers often dump together
Legitimate vs Malicious
Not all early buyers are malicious: Legitimate Early Buyers:- Team/investor allocations (disclosed)
- Presale participants
- Community members with advance notice
- Undisclosed insider wallets
- MEV bots with no project relationship
- Coordinated dump groups
