Did you know that crypto investors lost nearly $6 billion to rug pulls in just the first few months of 2025? That’s a 6,500% jump compared to the same period in 2024. And the worst part? Most victims saw the warning signs — they just didn’t know what they were looking at.
According to DappRadar, rug pulls are becoming less frequent but far more devastating. In 2024 alone, $500 million vanished in memecoin rug pulls. And in 2025, a single incident the Mantra (OM) collapse wiped out over $5.5 billion in a single hour. No hack. No warning. Just silence from the team and empty wallets.
The question isn’t whether rug pulls will happen. They will. The question is: will YOU be the one holding the bag when they do?
In this guide, we’ll walk you through exactly what a rug pull is, how to spot one before it happens, and how to use tools like CoinMindAI’s Rug Pull Checker to protect your funds before you invest a single dollar.
What Is a Rug Pull in Crypto?
A rug pull happens when a crypto project’s developers suddenly abandon the project and disappear with all invested funds leaving investors with worthless tokens and zero recourse.
The name comes from the phrase “pulling the rug out from under someone.” One moment you’re holding a token that’s pumping 300%. The next? The liquidity is gone, the developers have vanished, and your investment is worth nothing.
There are three main types of rug pulls you need to know:
- Hard Rug Pull: Developers drain liquidity instantly. Token crashes to zero in minutes. This accounts for 55% of all rug pull cases.
- Soft Rug Pull: Developers slowly abandon the project, dump their tokens over weeks or months, and gradually disappear. These last an average of 8 months plenty of time to trap more investors.
- Exit Scam: A project raises funds (often through a presale or ICO), then vanishes before ever delivering a product. 30% of rug pulls involve a presale scam where tokens are never listed post-launch.
A Real Story: The Mantra (OM) Collapse $5.5 Billion Gone in One Hour
Meet thousands of investors who woke up on April 13, 2025 to find their Mantra (OM) holdings had lost 94% of their value overnight.
OM had been trading at $6.35. By the time most people checked their phones, it was at $0.37.
What happened? According to blockchain data, 17 wallets moved 43.6 million OM tokens worth $227 million to exchanges in a very short timeframe. This triggered a cascade of liquidations and a freefall that erased over $5.5 billion in market value.
The Mantra team denied wrongdoing, calling it “forced liquidations.” But here’s what the data showed:
- The project’s daily active wallets never exceeded 64 a sign of artificially low organic activity
- Smart contracts were not publicly verified
- GitHub repositories were not open source
- Wallet distribution showed extreme centralization among a small group of insiders
Every single one of these was a warning sign that was hiding in plain sight. Investors who ran the project through a rug pull checker before investing would have seen these red flags immediately.
Source: DappRadar Rug Pull Report, April 2025 | CoinTelegraph
The Warning Signs of a Rug Pull: What to Look for Before You Invest
1. Anonymous or Unverified Developers
92% of successful rug pulls in 2025 were carried out by developers using anonymous identities. (Source: CoinLaw Rug Pull Statistics 2026)
This doesn’t mean every anonymous team is a scammer Bitcoin‘s creator Satoshi Nakamoto is anonymous, after all. But anonymity combined with other red flags is a serious warning sign.
What to check:
- Are the founders publicly known and verifiable on LinkedIn?
- Have they worked on legitimate projects before?
- Do their social media profiles have a real history, or were they created 2 weeks ago?
If a team is anonymous AND refuses audits AND promises massive returns, walk away.
2. No Smart Contract Audit
A smart contract audit is when a third-party security firm reviews the project’s code for vulnerabilities, backdoors, and hidden minting functions.
36% of hard rug pulls involved deceptive tokenomics or hidden mint functions — code that allows developers to create unlimited tokens and dump them on investors. (Source: CoinLaw)
Legitimate projects almost always publish their audit reports publicly. If you can’t find an audit from a reputable firm (CertiK, Hacken, PeckShield), be very careful.
What to check:
- Search “[Project Name] audit” and look for a public report
- Check if the audit was done BEFORE the launch, not after
- Verify the audit on the auditing firm’s official website scammers have been known to fake audit badges
3. Liquidity Is Not Locked
In a legitimate DeFi project, developers “lock” the liquidity pool essentially promising investors they cannot suddenly drain the funds for a set period. A rug pull happens when liquidity is not locked, or the lock expires unnoticed.
45% of rug pull cases in the last 12 months involved liquidity locking promises that were broken. (Source: CoinLaw)
What to check:
- Use tools like Team Finance or Unicrypt to verify if liquidity is locked
- Check the lock duration a 30-day lock means almost nothing
- Look for liquidity locks of at least 1 year on legitimate projects
4. One Wallet Holds Too Many Tokens
If a single wallet or a small group of wallets controls 20%, 30%, or 50%+ of a token’s supply, that’s an enormous red flag. Those wallets can dump their holdings at any moment, crashing the price.
During the Mantra collapse, insiders controlled enough OM tokens to trigger a 94% price crash in under an hour.
What to check:
- Look at the token’s top holders on blockchain explorers (Etherscan, BscScan, Solscan)
- Be suspicious if the top 10 wallets control more than 30% of supply
- Check if any of those wallets are linked to the dev team
5. Promises That Sound Too Good to Be True
“10x in 30 days.” “Guaranteed 500% APY.” “This will be the next Bitcoin.”
The average promised return for crypto Ponzi schemes in 2025 is 35% APY and real, sustainable yields simply don’t work that way. (Source: CoinLaw)
Remember: legitimate projects don’t need to promise you unrealistic returns. Real value is built over time.
What to check:
- Does the whitepaper explain HOW the project generates revenue?
- Are the tokenomics explained clearly and transparently?
- Are influencers being paid to promote this? (Paid promotion without disclosure is a major red flag)
6. No Real Product or Use Case
62% of soft rug pulls in 2024 made claims of false partnerships and overhyped roadmaps. (Source: CoinLaw)
If the only thing a project offers is a token with no actual working product, no real technology, and no clear roadmap it’s likely built to pump and dump.
What to check:
- Is there a working testnet or mainnet?
- Can you actually USE the product right now, or is everything “coming soon”?
- Are the claimed partnerships verifiable on the partner company’s official channels?
7. Social Media Hype With No Substance
80% of rug pull traffic in 2024–2025 was driven by social media, primarily Telegram and Discord. (Source: CoinLaw)
Scammers are experts at creating artificial buzz. They use bot armies, fake testimonials, and even hacked celebrity accounts to drive hype.
75% of memecoin scam attacks in 2024 took place on X (formerly Twitter), often after hackers gained access to celebrity accounts to promote fraudulent tokens. (Source: Merkle Science / CoinDesk)
What to check:
- Is the Telegram group full of “Great project!” messages with no real discussion?
- Are bot accounts flooding Twitter with pump tweets?
- Did a celebrity just randomly promote this project without any prior connection to crypto?
How to Use CoinMindAI’s Rug Pull Checker
Before you invest in any token, this is the fastest way to do a safety check:
- Go to CoinMindAI’s Rug Pull Checker
- Enter the contract address of the token you want to check
- The AI scans the contract for: hidden mint functions, unlocked liquidity, ownership concentration, and other high-risk patterns
- Review the risk score before you invest
This doesn’t replace your own due diligence but it’s a powerful first filter that takes 30 seconds and could save your entire investment.
The Rug Pull Checklist: Before You Invest in Any Token
Use this checklist every single time:
- [ ] Are the founders publicly known and verifiable?
- [ ] Is there a third-party smart contract audit from a reputable firm?
- [ ] Is liquidity locked for at least 6–12 months?
- [ ] Do the top 10 wallets hold less than 30% of supply?
- [ ] Does the project have a working product or testnet?
- [ ] Are the promised returns realistic?
- [ ] Have you run the contract through a rug pull checker?
- [ ] Can you find the project’s partnerships verified on official channels?
- [ ] Is the community engagement organic (real discussions, not just hype)?
- [ ] Has the project been listed on reputable sites like CoinGecko or CMC?
If you can’t check 7 or more of these boxes with confidence do not invest.
Quick Reference: Hard Rug Pull vs. Soft Rug Pull
| Hard Rug Pull | Soft Rug Pull | |
|---|---|---|
| Speed | Under 24 hours | Average 8 months |
| How it works | Liquidity drained instantly | Gradual team exit, token dump |
| % of cases | 55% | 45% |
| Most common on | BSC, Ethereum | Solana, Ethereum |
| Warning signs | No audit, no lock | Fading updates, shrinking team |
| Losses in 2024 | Immediate | $1.2 billion |
Frequently Asked Questions
What is a rug pull in simple terms?
A rug pull is when crypto project developers steal investor funds and disappear, leaving behind worthless tokens. It can happen in minutes (hard rug pull) or over months (soft rug pull).
Can a rug pull happen on Binance or Coinbase?
Centralized exchanges like Binance and Coinbase have listing requirements that significantly reduce (but don’t eliminate) rug pull risk. The overwhelming majority of rug pulls happen on decentralized exchanges (DEXs) like Uniswap, PancakeSwap, and Raydium, where anyone can list any token without verification.
Is it possible to get money back after a rug pull?
In most cases, no. Crypto transactions are irreversible by nature. Some major cases have led to arrests and partial recoveries for example, Thodex founder Fatih Faruk Özer was extradited and sentenced after fleeing with $2.6 billion in investor funds. But for the average rug pull victim, recovery is extremely rare. Prevention is the only reliable protection.
Which blockchain has the most rug pulls?
Binance Smart Chain (BSC) hosted approximately 71% of all rug pull scams in 2024, primarily because it has low fees and makes it easy to deploy tokens quickly. Solana has seen a surge in 2025, particularly in the memecoin space. (Source: CoinLaw)
How do I check if a token is a rug pull?
Use a combination of: (1) CoinMindAI’s Rug Pull Checker for a quick AI-powered scan, (2) TokenSniffer or RugDoc for additional checks, (3) the blockchain explorer (Etherscan, BscScan) to check token holder distribution and contract verification, and (4) the checklist in this article.
Are memecoins always rug pulls?
No, not all memecoins are scams. But the memecoin space has the highest concentration of rug pulls. In 2025, most documented rug pulls occurred in the memecoin sector. If you invest in memecoins, use smaller position sizes and always run a contract check first.
What was the biggest rug pull in history?
The Mantra (OM) collapse in April 2025 is considered the largest suspected rug pull by value, with over $5.5 billion wiped out. If you count Ponzi-style schemes, OneCoin led by the “Crypto Queen” Ruja Ignatova who remains on the FBI’s Most Wanted List is estimated to have defrauded investors of up to $15 billion.
Can AI help detect rug pulls?
Yes. AI tools like CoinMindAI’s Rug Pull Checker analyze smart contract code, liquidity patterns, wallet distributions, and token activity to flag high-risk projects before you invest. While no tool offers 100% certainty, AI-powered checkers can identify patterns that human investors commonly miss.
⚠️ This article is for informational purposes only and does not constitute financial or investment advice. Always do your own research before investing in any cryptocurrency.