The Two Main Threats
Rug Pulls
A rug pull happens when creators fake organic demand, pump the price, then dump all their tokens at once. How it works:- Create token with fake hype and social media buzz
- Use multiple bot wallets to simulate real buying
- Price and market cap climb rapidly
- Once enough retail traders buy in, dump everything
- Price crashes 99% in minutes
- Top holders are brand new wallets
- Coordinated buy/sell patterns
- Sudden massive sell-offs
Farming Manipulation
Farming is slower and harder to spot. Scammers control the price over days or weeks to look “healthy” while gradually draining liquidity. How it works:- Botnet creates controlled pump and dump cycles
- Price looks stable with “normal” volatility
- Social media campaigns attract new buyers
- Gradually extract liquidity as new money flows in
- Eventually crashes when no new buyers remain
- Many fresh wallets in top 50 holders
- Wallets with zero SOL (can’t pay fees = bots)
- Repetitive price patterns that look too clean
Why It’s So Hard to Detect
Speed: Solana processes thousands of transactions per second — scams happen fast Coordination: Attackers use 20-50+ wallets to hide their tracks Social Engineering: Fake communities, bought influencers, coordinated hype Looks Legit: Charts appear healthy until the rug pull happensThe Real Cost
This isn’t just about money lost:- Traders lose trust in legitimate projects
- Honest builders can’t compete with scam marketing budgets
- Communities get burned and leave the ecosystem
- Platforms earn a reputation for hosting scams
That’s why Pump Guard exists — to give traders the data they need to spot manipulation before it’s too late.
