Tier 2 Tool — Specialized Investigation

Crypto Scam Investigator

Paste any crypto investment pitch, wallet address, DeFi opportunity, or trading platform. Our AI identifies the patterns behind rug pulls, pig butchering schemes, and fake exchanges — before you send a single coin.

scamanot.com — crypto scam investigator

Works with wallet addresses, investment pitches, DeFi projects, trading platforms.

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🔒 What you paste is never stored, logged, or shared. It is processed server-side and discarded immediately. Crypto transactions are irreversible. Scamanot provides analysis to assist your decision-making — it does NOT guarantee accuracy and is NOT liable for any financial decisions made based on this tool's output. Never invest based solely on this result.

Wallet address never stored
AI runs server-side only
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Know the Playbooks

The crypto scams costing people the most.

The FTC reported $1.4 billion in crypto fraud losses in 2023 alone. These are the architectures behind those losses.

Pig Butchering
SHA Zhu Pan — The Long Con

"I've been making incredible returns on this platform. Let me show you — I'll help you set up an account. Start small and see for yourself."

A stranger (often romantic interest) slowly builds trust over weeks, then guides you onto a fake exchange. Small withdrawals succeed early. Large deposits vanish when you try to withdraw.

FTC: Average victim loss $10,000–$100,000+
Rug Pull
The New Token Launch

"Early access to $MOONTOKEN — limited supply, 10x guaranteed in 30 days. Whitelist closes tonight. Don't miss the next Bitcoin."

Developers create a token, hype it on social media, collect investor funds, then drain the liquidity pool and disappear. Token value drops to zero instantly.

Over $2.8B lost to rug pulls in 2022 (Chainalysis)
Fake Exchange
The Fraudulent Trading Platform

"Trade on our AI-powered platform — 15% monthly returns, withdraw anytime, FDIC insured. Join 50,000+ traders."

The platform looks professional. Returns appear on your dashboard. Withdrawal requests are blocked, delayed, or met with demands for "tax payments" before funds release.

No legitimate crypto platform is FDIC insured
Giveaway Scam
The Celebrity Doubling Scheme

"Elon Musk is giving back to the crypto community — send 0.1 BTC to this address and receive 0.2 BTC back within 30 minutes. Limited time only."

No celebrity has ever run a legitimate crypto giveaway requiring you to send funds first. The address receives thousands of small transactions. Nothing is returned.

Twitter impersonation giveaway scams exceed $80M/year
Recovery Scam
The Fake Fund Recovery Service

"We specialize in recovering lost cryptocurrency. We've recovered $40M for victims. Pay our upfront fee and we'll get your funds back within 7 days."

Crypto cannot be recovered once sent. These services target recent scam victims — the most vulnerable people — and steal from them a second time. There is no legitimate crypto recovery service.

Victims scammed twice — report to FTC immediately
DeFi Scam
The Yield Farming Trap

"Stake your ETH in our DeFi protocol — 300% APY, audited smart contract, fully decentralized. Connect your wallet to get started."

Connecting your wallet to a malicious smart contract grants scammers permission to drain all funds from it. "Audited" claims are unverifiable. 300% APY is economically impossible sustainably.

Always verify smart contracts independently before connecting

The Red Flag Framework

What our AI checks for — and what you should too.

Legitimate crypto projects share common traits. Scams share different ones. Here's the framework.

Guaranteed returns or fixed percentages

No investment guarantees returns. "15% monthly, guaranteed" is mathematically unsustainable and legally fraudulent. Legitimate projects discuss risk, not guarantees.

Urgency and artificial scarcity

"Whitelist closes in 2 hours." "Only 50 spots left." "Price doubles tomorrow." Legitimate projects don't need to pressure you into snap decisions.

Anonymous or unverifiable team

No named founders, no verifiable LinkedIn profiles, no prior professional history. Anonymity is a feature for scammers — it enables disappearing without consequence.

Withdrawal restrictions or fees

Any platform that delays, blocks, or charges fees before you can withdraw your own funds is almost certainly fraudulent. Legitimate exchanges let you withdraw freely.

Celebrity or influencer endorsement

Elon Musk, Warren Buffett, and MrBeast have all had their identities used without consent to promote crypto scams. Verify any celebrity claim independently through their official channels.

Pressure from a new online contact

A stranger who "happened to" meet you online and now wants to help you invest is a pig butchering setup. The emotional relationship is engineered. The opportunity is fake.

No whitepaper or unverifiable whitepaper

Legitimate projects publish detailed technical whitepapers. Scam projects either have none or publish plagiarized, vague documents full of buzzwords and no substance.

Common Questions

Before you analyze that opportunity.

Yes. Wallet addresses are public identifiers by design — they're intended to be shared. However, per our Security Policy Framework §3.1, we never store, log, or share anything you paste. The address is analyzed server-side and permanently discarded after your result is generated.
Rarely, and never through any "recovery service" that charges a fee — that is always a second scam. In rare cases, law enforcement working with exchanges has been able to freeze or trace funds if the scammer attempts to convert to fiat currency. This requires immediate reporting to the FTC and FBI. In most cases, blockchain transactions are irreversible. This is why checking before you send is critical.
Pig butchering (Sha Zhu Pan) is a long-term investment fraud that begins with relationship building — often romantic — over weeks or months before any financial ask is made. The name refers to fattening a pig before slaughter. Victims are "fattened" with trust, small successful withdrawals, and growing confidence before the large deposit is made and access is cut off. It's effective because the fraud is real relationship manipulation, not just a pitch.
No — and this is especially important for crypto. A clean result means no known scam patterns were detected in what you submitted. It does not mean the opportunity is legitimate or safe. Crypto markets are inherently high-risk. New scam operations won't yet appear in known threat patterns. Always do independent research, verify team identities, read independent audits, and never invest more than you can afford to lose entirely.
The most reliable indicators of a fraudulent crypto investment are guaranteed returns stated as fixed percentages, pressure to invest quickly before an opportunity "closes," an anonymous or unverifiable development team, and withdrawal restrictions once funds are deposited. No legitimate investment guarantees returns — this is true in traditional finance and doubly true in crypto. If a platform, project, or person is promising fixed monthly gains, paste the pitch into Scamanot's Crypto Scam Investigator for an instant AI assessment of the specific red flags present before sending a single coin.
A rug pull is a fraud where cryptocurrency developers create and heavily promote a new token, attract investor funds during a launch or presale, then deliberately drain the liquidity pool and abandon the project — causing the token's value to collapse to zero instantly. Over $2.8 billion was lost to rug pulls in 2022 alone according to Chainalysis. The warning signs are consistent: artificial urgency around a limited-time launch, anonymous founders with no verifiable history, guaranteed price appreciation, and pressure through social media hype groups. Before investing in any new token, paste the project details into Scamanot's Crypto Scam Investigator and independently verify the team's identities and the smart contract audit.
Pig butchering is a long-term investment fraud that combines romance manipulation with fake cryptocurrency trading platforms. A stranger initiates contact online, builds a genuine emotional relationship over weeks or months, then casually introduces a crypto investment opportunity that has been "working well" for them. They guide the victim onto a fraudulent trading platform where small initial withdrawals succeed to build confidence. Once the victim deposits a significant amount, the platform blocks withdrawals — citing taxes, fees, or verification requirements — and eventually disappears entirely. The FTC reports average individual losses of $10,000 to over $100,000. If someone you met online has introduced a crypto investment opportunity, run the conversation through Scamanot's Romance Scam Investigator and the investment details through the Crypto Scam Investigator immediately.
In most cases, no — cryptocurrency transactions are irreversible at the blockchain level, and there is no central authority that can reverse a completed transaction. Anyone offering to recover your lost cryptocurrency for an upfront fee is running a second scam targeting the same victims. However, reporting immediately to the FTC at reportfraud.ftc.gov and the FBI at ic3.gov does matter — in rare cases where scammers attempt to convert stolen crypto to traditional currency through regulated exchanges, law enforcement working quickly with those exchanges has been able to freeze funds. The CFTC also has jurisdiction over commodity fraud and can be reached at cftc.gov/complaint. Speed of reporting is the only factor that gives any chance of recovery.
The overwhelming majority of celebrity crypto endorsements online are fraudulent — Elon Musk, Warren Buffett, MrBeast, and dozens of other public figures have had their identities used without consent to promote giveaway scams and fraudulent investment platforms. Twitter impersonation giveaway scams — where a fake celebrity account promises to double any crypto sent to a specific address — exceed $80 million in losses annually. No legitimate celebrity has ever run a promotion requiring you to send cryptocurrency first in order to receive more back. Before acting on any celebrity-endorsed crypto opportunity, verify it directly through that person's official verified accounts — and if it involves sending funds, treat it as a scam regardless of how convincing it appears.
Take these steps as quickly as possible. First, stop sending funds immediately — do not pay any "release fees," "tax payments," or "verification deposits" the platform requests. Second, document everything — screenshots of the platform, communications, wallet addresses, and any transaction records. Third, report to the FTC at reportfraud.ftc.gov, the FBI at ic3.gov, the CFTC at cftc.gov/complaint, and the SEC at sec.gov/tcr if securities fraud was involved. Fourth, contact the exchange you used to purchase the crypto — some exchanges will flag the destination wallet to prevent further deposits from other victims. Recovery of funds is rarely possible, but reporting is critical for shutting down ongoing operations and protecting others.

More Scamanot Tools

Crypto checked. Now verify who pitched it.

T2
Romance Scam Investigator Check if the person who pitched this is running a pig butchering scheme.
T1
Too Good to Be True Score those guaranteed returns for scam probability.
T1
URL Safety Investigator Check the trading platform or project website.
T1
Scam Text Investigator Investigate the message or email that brought you here.

Straight Answers

The questions people ask most — answered directly.

Is it safe to paste a wallet address here?

Yes. Wallet addresses are public identifiers by design — they're intended to be shared. However, per our Security Policy Framework §3.1, we never store, log, or share anything you paste. The address is analyzed server-side and permanently discarded after your result is generated.

Can crypto funds ever be recovered after a scam?

Rarely, and never through any "recovery service" that charges a fee — that is always a second scam. In rare cases, law enforcement working with exchanges has been able to freeze or trace funds if the scammer attempts to convert to fiat currency. This requires immediate reporting to the FTC and FBI. In most cases, blockchain transactions are irreversible. This is why checking before you send is critical.

What's pig butchering and why is it so effective?

Pig butchering (Sha Zhu Pan) is a long-term investment fraud that begins with relationship building — often romantic — over weeks or months before any financial ask is made. The name refers to fattening a pig before slaughter. Victims are "fattened" with trust, small successful withdrawals, and growing confidence before the large deposit is made and access is cut off. It's effective because the fraud is real relationship manipulation, not just a pitch.

Does a clean result mean the crypto opportunity is safe?

No — and this is especially important for crypto. A clean result means no known scam patterns were detected in what you submitted. It does not mean the opportunity is legitimate or safe. Crypto markets are inherently high-risk. New scam operations won't yet appear in known threat patterns. Always do independent research, verify team identities, read independent audits, and never invest more than you can afford to lose entirely.

Why Scamanot Exists

Built by someone who's been there.

Scamanot was founded by Robert Scott Singleton — 63 years old, online since 1992, and a scam victim more times than he cares to count. Car dealers. Email schemes. Fake online sellers. He watched fraud grow from an obscure curiosity into a billion-dollar catastrophe targeting everyday people.

"When it happens, you don't say anything. You just go quiet. Forget about it. Move on. That's what I did for decades. That's what most people do. And that silence — that's exactly what scammers are counting on."

So he built something about it. Every tool on Scamanot is AI-powered, free to use, and built on one principle: nobody should have to just go quiet and move on. Your searches are never stored. The AI runs server-side only. We find the truth. We never expose yours.

Founder

Robert Scott Singleton

Founded

2026

Online since

1992

Data stored

Zero. None. Ever.

Related Reading

Go deeper on this topic.

How to Tell If a Crypto Investment Is a Scam

Red flags, common tactics, and what to do if something feels wrong.

Crypto Investment Message Scam Checklist

A practical checklist for evaluating unsolicited crypto investment messages.