Scamalytics: IP Fraud Score, Risk Checks & How It Works !

Have you ever checked an IP address and found a surprisingly high fraud score? Or perhaps a website blocked your connection even though you were a legitimate user?

This is where Scamalytics can become useful.

Scamalytics is an IP fraud intelligence service that helps businesses assess whether internet traffic may be associated with fraud, abuse, proxies, VPNs, Tor, or other risky activity. Its technology is used by businesses that need to make decisions about visitors, registrations, payments, and online accounts.

But a fraud score can be confusing. A high number does not automatically mean that someone is a scammer. Likewise, a low score does not guarantee that every visitor is completely safe.

This guide explains what Scamalytics does, how its fraud score works, why an IP may receive a high score, and how it compares with other IP intelligence services. It also answers common questions about accuracy, pricing, VPNs, and disputed results.

What Is Scamalytics?

Scamalytics is an IP fraud detection and intelligence platform designed to help organizations identify potentially fraudulent or risky internet traffic.

At its simplest, the service takes an IP address and evaluates the risk associated with it. The result can include a fraud score from 0 to 100, along with information about proxies, VPNs, Tor, ISP, organization, location, and other IP-related signals.

The company says its fraud score is built using feedback from a global network of operators that report confirmed fraudulent activity. That intelligence can also be applied to nearby IP addresses within the same subnet, ASN, or hosting block.

This is important because fraud does not always come from one isolated IP.

For example, imagine a hosting provider controls thousands of addresses. If a group of addresses is repeatedly involved in abusive activity, nearby addresses may deserve additional scrutiny even if they have not individually generated a large amount of reported fraud.

Scamalytics is therefore more than a simple IP blacklist.

Its data can be used by:

• E-commerce websites
• Banks and financial services
• Payment processors
• Adtech platforms
• Identity verification companies
• Online marketplaces
• Digital platforms
• Fraud investigation teams

The company says its products have been used in production since 2011 and are used by more than 7,500 users.

What information can an IP check provide?

Depending on the service and plan, an IP lookup can provide information such as:

• Fraud score
• Risk classification
• VPN detection
• Tor detection
• Proxy information
• Datacenter classification
• ISP and organization
• ASN
• Geographic information
• External blacklist information

This makes the service useful when an organization needs more context than simply knowing where an IP address is located.

How the Scamalytics Fraud Score Works

The Scamalytics fraud score ranges from 0 to 100.

A lower score generally indicates lower observed fraud risk, while a higher score indicates stronger signals associated with potentially fraudulent activity.

Scamalytics currently describes its suggested risk bands as follows:

One of the most important details is how the score should be interpreted.

According to Scamalytics, a score of 70 means that approximately 7 out of 10 users seen from that IP address have been linked to fraudulent activity within the traffic it can observe. A score of 0 indicates no known fraud risk.

That does not mean that the person currently using the IP is definitely a fraudster.

Consider a simple example.

Suppose you connect to a website using a VPN. The VPN server may be shared by hundreds or thousands of people. If some previous users abused that IP, the address can develop a poor reputation.

You could therefore receive a high score even if you personally have never committed fraud.

This is why businesses should avoid treating an IP score as a final verdict.

Instead, it is better to combine the score with other signals such as account activity, device information, transaction details, login behavior, and verification results.

Why can IP reputation spread?

Scamalytics explains that its intelligence can be applied across an IP neighborhood, including the same subnet, ASN, and hosting block. This helps identify patterns that may not be visible when looking at one address alone.

For example:

IP A → suspicious activity
IP B → same hosting block
IP C → same network infrastructure

IP B and IP C are not automatically fraudulent. However, the surrounding network information can become one part of the overall risk assessment.

This approach is particularly useful for fraud teams dealing with large amounts of traffic.

Why Is My Scamalytics Score High?

A high Scamalytics score can happen for several reasons. It does not necessarily mean that your personal device is infected or that you have done anything wrong.

You are using a VPN

VPN addresses are commonly shared by many users. Some VPN infrastructure can also be associated with abusive activity.

Scamalytics currently lists VPN-related infrastructure as a potentially high-risk category. Its published VPN example has a fraud score of 74, although individual VPN IPs can have different scores.

If your score suddenly becomes high after connecting to a VPN, the VPN’s IP reputation may be one possible explanation.

Your IP belongs to a datacenter

Datacenter and hosting IPs are often used for servers, automated systems, bots, proxies, and other infrastructure.

That does not make every datacenter IP malicious. However, a consumer website may naturally view a server IP differently from a normal residential connection.

Your IP is shared

Shared IP addresses can create unusual reputation patterns.

For example, an IP used by a hotel, university, office, public Wi-Fi network, or mobile carrier may represent many different people.

One user’s activity can therefore affect the reputation associated with the shared address.

Previous abuse was associated with the network

An IP or nearby network addresses may have a history of spam, automated activity, fake accounts, payment abuse, or other fraudulent behavior.

Scamalytics’ network-based approach means that surrounding infrastructure can contribute to the risk assessment.

The IP has changed hands

IP addresses can be reassigned.

A new customer may receive an IP that was previously used by another person or organization. This is one reason why IP reputation should be treated as a risk signal rather than proof of wrongdoing.

What should you do if your score is high?

Do not panic.

First, check whether you are using:

• A VPN
• Proxy
• Tor
• Cloud or hosting server
• Corporate network
• Public Wi-Fi
• Shared connection

If you are using a normal residential connection and believe the result is incorrect, compare the result with other IP reputation services and check again later.

A website owner should also avoid automatically blocking every high-scoring visitor. A better approach may be to request CAPTCHA, email verification, SMS verification, or another security check depending on the situation.

How to Check an IP Address With Scamalytics

Checking an IP address is relatively straightforward.

You can use the Scamalytics IP fraud checker to investigate an address and review its available risk information. The service provides IP-level information including fraud risk and additional network details.

A basic workflow looks like this:

Step 1: Find the IP address

You need the public IP address you want to investigate.

For example:

203.0.113.25

This is only an example address.

Step 2: Run the IP through Scamalytics

Enter the address into the IP checking tool.

The result can show the fraud score and risk classification, along with additional information depending on the lookup.

Step 3: Check the surrounding information

Do not look only at the number.

Check whether the IP is identified as:

• Residential
• Datacenter
• VPN
• Proxy
• Tor
• Shared network

Also review the ISP, organization, country, and other available information.

Step 4: Put the score into context

For example:

Score: 15

This falls within Scamalytics’ low-risk range. That is generally a positive signal.

Now consider:

Score: 82

That falls within the high-risk range. It deserves more investigation, but it does not prove that the current user is fraudulent.

Step 5: Compare with your own business data

For companies, this is the most important step.

Suppose your website receives 10,000 visitors and discovers that users with scores above 80 have a much higher rate of chargebacks.

In that situation, a high score may become a useful business rule.

But if legitimate customers frequently receive high scores, automatically blocking them could create unnecessary false positives.

Scamalytics itself recommends using its score thresholds as starting points and adjusting decisions according to an organization’s own fraud data.

Is Scamalytics free?

Yes, there are free options.

Scamalytics currently lists a free tier of 5,000 monthly API/bulk lookup requests. Paid plans begin at 25,000 monthly requests, with additional premium data available as add-ons.

This makes it possible to test the service before committing to a larger commercial plan.

Scamalytics vs. IPQualityScore, MaxMind and Cisco Talos

Scamalytics is not the only service that provides IP reputation or fraud intelligence.

Other well-known options include IPQualityScore (IPQS), MaxMind, and Cisco Talos. However, they are not identical products.

Scamalytics vs. IPQualityScore

IPQualityScore focuses heavily on proxy, VPN, Tor, IP reputation, and fraud detection.

Its system can return information such as VPN status, Tor status, recent abuse, bot activity, connection type, and fraud score. IPQS also allows additional user and transaction information to be included in its scoring.

Scamalytics is particularly focused on IP fraud intelligence and reputation, with its proprietary risk score and network-based fraud feedback.

Both can be useful for websites that need to identify risky traffic.

Scamalytics vs. MaxMind

MaxMind’s minFraud platform takes a broader transaction-risk approach.

Its overall risk score can consider multiple inputs, including IP, email, billing information, device information, and other transaction signals. MaxMind also provides a specific IP risk score.

This makes MaxMind particularly useful when a company wants to evaluate an entire transaction rather than only an IP address.

Scamalytics vs. Cisco Talos

Cisco Talos provides threat intelligence and an IP/domain reputation system. Its Reputation Center allows users to search IP addresses, domains, network owners, and other indicators.

Talos is especially relevant for network security, threat intelligence, spam, and malicious infrastructure analysis.

Which one should you choose?

It depends on your goal.

There is no universal winner.

A payment company may need broader transaction analysis. A website fighting fake registrations may prioritize proxy and VPN detection. A security team investigating suspicious infrastructure may prefer threat intelligence.

The right tool depends on the problem you are trying to solve.

Frequently Asked Questions

Is Scamalytics legit?

Yes. Scamalytics is a legitimate commercial fraud-intelligence service. Its products are designed for businesses and fraud teams that need IP risk information. The company states that its technology has been used in production since 2011.

What is a good Scamalytics score?

Generally, lower is better. Scamalytics classifies 0–19 as low risk, 20–59 as medium risk, 60–89 as high risk, and 90–100 as very high risk.

However, there is no single score that should automatically determine whether a person is legitimate.

Is Scamalytics free?

Scamalytics offers free usage. Its current pricing page lists 5,000 free API or bulk lookup requests per month, with paid plans available for higher volumes.

How accurate is Scamalytics?

Scamalytics uses fraud feedback from a global network and combines it with additional IP intelligence. However, it does not have visibility into the entire internet. The company explicitly describes its results as an assessment based on the traffic it can observe.

Therefore, its score should be treated as a risk signal, not absolute proof.

Can a VPN get a high fraud score?

Yes. VPN infrastructure can receive elevated scores because VPN addresses may be shared and can be associated with anonymized or abusive traffic. But using a VPN does not automatically mean that a user is fraudulent.

How do I dispute or report a wrong score?

If you believe an IP has been incorrectly classified, the best approach is to contact the service provider and provide the IP and relevant details. It is also useful to compare the result with other reputation databases before concluding that the score is incorrect.

Does Scamalytics only work for dating sites?

No. Scamalytics is not limited to dating websites. Its products are used across areas such as fintech, banking, payment processing, identity verification, e-commerce, adtech, and online platforms.

Conclusion: What to Do Next

Scamalytics provides a practical way to understand the fraud risk associated with an IP address. Its 0–100 score can help businesses identify potentially risky traffic, while additional information about VPNs, proxies, Tor, hosting, ISP, and network infrastructure provides more context.

The most important point is simple: a fraud score is a signal, not a verdict.

A high score can result from VPN usage, shared infrastructure, datacenter networks, previous abuse, or other reputation factors. A legitimate user can therefore receive a high score without being involved in fraud.

For individuals, the best approach is to investigate the reason behind the score rather than immediately assuming something is wrong. For businesses, the score works best when combined with other signals and the company’s own fraud data.

Used correctly, IP intelligence can help reduce fake accounts, suspicious transactions, automated abuse, and other online risks without unnecessarily blocking legitimate users.