Where Do “Serial” Scammers Come From?

When we hear about an online scam, it is easy to imagine a single person creating a fake website, launching one fraudulent token, and disappearing after collecting money from a few victims.

In reality, some scammers operate very differently.

Instead of running one scam and stopping, they may repeatedly create new tokens, websites, contracts, wallets, or fake platforms. When one project loses attention, gets reported, or stops attracting victims, another can appear under a different name.

This is one reason why historical activity can be more informative than looking at a single crypto project in isolation.

Why Do Some Scammers Keep Creating New Projects?

Creating a new cryptocurrency token or smart contract is relatively easy. Anyone with the necessary technical knowledge can deploy a contract without having a long-established company, brand, or public identity behind it.

That is not inherently suspicious.

Legitimate developers can create multiple projects, launch several tokens, or experiment with different contracts.

The important question is what happens across those projects.

A repeated pattern becomes more significant when the same wallets, funding sources, transaction behaviors, contract structures, or destinations appear again and again.

For example, an address associated with one suspicious token may later be connected to another token launched under a completely different name.

The names change. The websites change. The token symbols change.

The underlying blockchain activity may not.

What Can a Serial Scammer Reuse?

A person or group operating multiple scams does not necessarily reuse the exact same wallet for everything. Doing so would make the connection relatively easy to spot.

Instead, they may use several related addresses.

A suspicious pattern might involve:

• one wallet funding several newly created addresses,
• multiple wallets receiving funds from the same source,
• similar contracts being deployed repeatedly,
• proceeds from different projects eventually reaching the same destination,
• wallets being created shortly before new projects launch,
• similar transaction patterns appearing across supposedly unrelated projects.

None of these signals proves that the same person controls all of the addresses.

However, several independent connections can provide a much stronger basis for further investigation.

Why One Wallet Is Not Enough

Blockchain analysis can be misleading if a single transaction is treated as definitive evidence.

For example, two wallets receiving funds from the same address does not automatically mean they belong to the same person. They could belong to unrelated users who happened to interact with the same exchange, service, protocol, or funding source.

The same applies to token creation.

A wallet that has deployed several tokens is not automatically controlled by a scammer. Developers, testing teams, and legitimate projects can also create many contracts.

This is why patterns matter more than isolated signals.

The useful question is not:

"Does this wallet look suspicious?"

It is:

"What consistent behavior appears when we examine this wallet and its connected activity over time?"

What Does a Repeated Scam Pattern Look Like?

Imagine that an address is associated with a newly launched token.

At first, there may be nothing unusual about it.

But historical analysis reveals that the same address previously interacted with several other token projects. Those projects had short lifespans, similar transaction patterns, and funds from several of the projects eventually moved toward related wallets.

That does not automatically establish fraud.

But it creates a pattern worth investigating.

The same principle applies when multiple wallets are involved. If several supposedly independent projects repeatedly interact with the same group of addresses, the relationships between those wallets may reveal information that is not obvious from any individual project.

You can learn more about this type of analysis in Can Wallet Connections Reveal a Crypto Scam Network?.

Why Do Scammers Use Multiple Wallets?

There are legitimate reasons to use multiple crypto wallets, so simply finding multiple addresses is not evidence of wrongdoing.

However, multiple wallets can also make it harder for victims to connect separate operations.

A possible structure could look like this:

Funding wallet
      ↓
  Wallet A ──→ Project 1
      ↓
  Wallet B ──→ Project 2
      ↓
  Wallet C ──→ Project 3
      ↓
Common destination

The three projects may have completely different names and websites.

Yet if the same funding source, transaction behavior, and final destinations repeatedly appear, the projects may deserve closer examination.

This is why tracing where funds came from and where they eventually go can be useful. For example, What Does It Mean When Several Wallets Receive Funds From the Same Address? explains one of the patterns that can help connect seemingly separate addresses.

What Can a Wallet's History Reveal?

A wallet's history can sometimes provide context that is impossible to see from a project's website.

Questions worth asking include:

• Has the wallet interacted with other token contracts?
• How many projects has it been involved with?
• Were those projects active for a long time or abandoned quickly?
• Where did the wallet receive its initial funding?
• Where did the funds go afterward?
• Are the same destination wallets repeatedly involved?
• Are several addresses connected through similar transaction patterns?

Looking at previous activity does not prove that a wallet owner is a scammer.

It helps establish whether the current project appears to be an isolated activity or part of a larger pattern.

For token-related investigations, checking a token creator's history before buying can therefore provide useful context that a basic review of the token's name, website, or social media presence cannot.

Why Scammers Can Reappear So Quickly

One reason repeated scam operations can be difficult to follow is that creating a new identity is often easier than rebuilding a reputation.

A project can disappear.

A website domain can be abandoned.

A token can become worthless.

Social media accounts can be deleted.

A new project can then be launched under a completely different name.

The blockchain history, however, does not simply disappear when the branding changes.

Previous transactions can remain visible, allowing investigators to look for relationships between addresses and activities.

This does not mean that every new project created by the same person is fraudulent. It means that historical behavior can provide additional evidence when evaluating a new project.

What Should You Look For?

When investigating a project that may be connected to previous scams, focus on several categories of evidence rather than searching for one definitive warning sign.

1. Repeated wallet relationships

Look for addresses that repeatedly fund, receive funds from, or interact with the same group of wallets.

2. Repeated project behavior

Compare how previous projects were launched, how long they remained active, and what happened to the associated wallets afterward.

3. Funding patterns

Check whether supposedly unrelated projects received their initial funding from the same addresses or through similar transaction paths.

4. Destination patterns

Look at where funds eventually move. Repeated transfers toward the same wallets can be more informative than a single incoming transaction.

5. Timing

Pay attention to the timing of wallet creation, contract deployment, funding, and subsequent transactions.

A pattern that repeatedly occurs immediately before a new project launches deserves more attention than an isolated transaction occurring months earlier.

Does This Prove That Someone Is a Serial Scammer?

No.

Blockchain analysis can reveal relationships and patterns, but it does not automatically reveal the real-world identity behind an address.

A wallet can be controlled by an individual, a company, a development team, an exchange, a service provider, or another entity.

Likewise, two wallets can be related without belonging to the same person.

For that reason, it is better to describe blockchain findings accurately:

• "These wallets appear to be connected."
• "The same funding source appears across multiple projects."
• "Similar transaction patterns occur across several addresses."

These are materially different claims from saying:

• "This person definitely operates all of these scams."

Good analysis should distinguish between observable blockchain evidence and conclusions that cannot be established from that evidence alone.

The Important Part Is the Pattern

A new token is not proof of a scam.

A new wallet is not proof of a scam.

Multiple wallets are not proof of a scam.

A wallet that has created several contracts is not proof of a scam.

But when several independent signals repeatedly appear around the same group of addresses and projects, the overall picture can become much more informative.

That is the key to identifying potential serial scam activity.

Instead of asking only whether a particular token or website looks suspicious, examine the history behind it.

Look for repeated relationships, recurring transaction patterns, shared funding sources, and connections between supposedly unrelated projects.

The goal is not to label someone a scammer based on one transaction. The goal is to collect enough evidence to recognize patterns that would otherwise remain hidden.

And in blockchain investigations, history often tells a much larger story than a single wallet or project can show on its own.