Suped

How to identify suspicious email domains and spamtrap networks?

Michael Ko profile picture
Michael Ko
Co-founder & CEO, Suped
Published 11 Jul 2025
Updated 19 Aug 2025
8 min read
In the ever-evolving landscape of email communication, distinguishing legitimate senders from malicious actors is crucial for maintaining a healthy email ecosystem. Suspicious email domains and spamtrap networks pose significant threats, from phishing attempts and malware distribution to damaging your sender reputation and deliverability.
Understanding how to identify these threats is not just about protecting yourself or your organization from direct attacks, but also about safeguarding your email marketing efforts. Sending emails to addresses associated with spam traps, for instance, can lead to your legitimate emails being blocked or flagged as spam by major mailbox providers.
This guide will walk you through the tell-tale signs of suspicious email domains and delve into the mechanisms of spamtrap networks, equipping you with the knowledge and strategies to detect and mitigate these risks effectively.

Recognizing suspicious email domains

Identifying suspicious email domains often starts with a keen eye for detail. Cybercriminals frequently rely on subtle tricks to deceive recipients, making it seem as though an email originates from a trusted source. One common tactic is typo-squatting, where they register domain names that are slight misspellings or variations of legitimate brands. For example, gmaol.com instead of gmail.com, hoping that recipients will overlook the minor difference. Such inconsistencies in email addresses and domain names are a strong indicator of phishing, as highlighted by resources on how to spot phishing.
Beyond obvious misspellings, suspicious domains often lack proper email authentication. Legitimate organizations typically implement robust authentication protocols like SPF, DKIM, and DMARC to verify the sender's identity and prevent spoofing. If an email from a seemingly reputable sender lacks these authentication measures, or if they fail, it suggests a fraudulent origin. Checking the actual email address in the message header, not just the displayed sender name, can reveal discrepancies. Many email systems are designed to flag messages from domains known for phishing or spam.
Another red flag is the website behavior linked from suspicious emails. If clicking a link leads to multiple redirects, unexpected pop-ups, or prompts to download software or browser extensions, this is a strong indicator of a malicious site. Legitimate companies do not typically employ such tactics. Always be cautious and avoid interacting with sites that exhibit these behaviors.
Examining the domain's registration information can also offer clues. Very new domains, or those with private registration that obscures the owner's details, might be suspicious. While privacy protection is legitimate, it can also be abused by malicious actors. Additionally, generic-looking domains that don't align with the sender's brand, or domains hosted on unusual or shared IP addresses associated with other known spam sources, should raise a flag. For example, inspecting MX records can sometimes reveal shared infrastructure with other suspicious domains.

What are spamtrap networks?

Spam traps (also called honeypots) are email addresses specifically set up by internet service providers (ISPs), blacklists (or blocklists), and anti-spam organizations to identify senders of unsolicited email. Unlike regular email addresses, spam traps are not used by real people and are designed solely to catch spammers. Hitting a spam trap can severely damage your sender reputation and lead to your emails being blacklisted (or blocklisted).
There are several types of spam traps, each serving a slightly different purpose:
  1. Pristine spam traps: These are email addresses that have never been used for legitimate communication and are publicly posted on websites, often hidden from human eyes but visible to bots that harvest email addresses. Sending to a pristine trap immediately flags you as a spammer.
  2. Recycled spam traps: These were once valid email addresses that became inactive or abandoned. After a period of inactivity, ISPs convert them into spam traps. Sending to these indicates poor list hygiene.
  3. Typo traps: These are email addresses with common misspellings of legitimate domain names, such as hotmil.com instead of hotmail.com. They catch senders who acquire email addresses through methods that introduce typos, like manual entry.
When your emails hit a spam trap, it signals to ISPs and blocklists that your sending practices are questionable, regardless of your actual intent. This can lead to your IP address or domain being added to a blacklist, resulting in decreased deliverability and even outright blocking of your emails. These networks are crucial for maintaining the integrity of the email ecosystem by filtering out unwanted messages, and understanding them is key to good sender reputation.

Strategies for identifying and avoiding spam traps

Proactively identifying and avoiding spam traps is essential for maintaining strong email deliverability. A primary defense is robust list hygiene. Regularly cleaning your email list to remove inactive or invalid addresses helps you steer clear of recycled spam traps. This includes monitoring hard bounces, which often indicate invalid or non-existent email addresses that could become traps. Continuous monitoring of blocklists is also vital, as a listing can indicate a recent spam trap hit.
Implementing a stringent email address validation process at the point of signup is another critical step. Using double opt-in (where users confirm their subscription via a link in an email) ensures that only genuinely interested and valid email addresses are added to your list. Real-time validation tools can also help identify potentially fake or bot-generated addresses that could be spam traps or high-risk. This helps ensure that best practices for email address validation are followed from the start.
For the more technically inclined, examining MX (Mail Exchange) records of suspicious domains can reveal shared mail server infrastructure. If multiple typo-squatted domains or known spam trap domains point to the same MX records, it's a strong indicator they belong to a spamtrap network or are part of a coordinated spamming effort. You can use command-line tools like dig to check MX records.
Example of checking MX recordsBASH
# dig mx gmaol.com +short 1 mail.h-email.net. # dig mx hotmil.com +short 1 mail.yaxmail.net.
While checking MX records can sometimes show different mail servers even for suspicious domains, the critical insight often comes from then looking up the IP addresses of those mail servers. If those IP addresses are shared across multiple suspicious domains, it strongly suggests a connection to commercial sensor networks. These are sometimes rented out to anti-spam organizations, making them a type of spam trap. It's a nuanced area where direct website fraud might indicate one thing, while shared infrastructure suggests another.

Effective strategies

  1. Implement double opt-in: Always require email confirmation to ensure consent and validity.
  2. Regularly clean lists: Remove inactive subscribers and hard bounces to prevent hitting recycled traps.
  3. Monitor deliverability metrics: Keep an eye on bounce rates and inbox placement to detect issues early.
  4. Educate your team: Train staff to identify and report suspicious emails and domains.

Safeguarding your email ecosystem

Recognizing and avoiding suspicious email domains and spamtrap networks is a continuous process that requires vigilance and proactive measures. By understanding the common characteristics of malicious domains, implementing robust email authentication, and maintaining impeccable list hygiene, you can significantly enhance your email security posture and protect your sender reputation. Staying informed about the latest tactics used by cybercriminals, such as those described by CISA on recognizing and reporting phishing, is also important.
Remember, a clean, engaged email list is your best asset for strong email deliverability. Investing time in validating email addresses, monitoring your sending metrics, and using tools to check for blocklistings will not only safeguard your campaigns but also build trust with your recipients.

Views from the trenches

Best practices
Always verify the sender's actual email address, not just the display name, for any subtle misspellings.
Use a double opt-in process for all new email list sign-ups to ensure genuine interest and valid addresses.
Regularly clean your email list by removing inactive subscribers and hard bounces.
Monitor your DMARC reports for authentication failures that might indicate spoofing or phishing attempts.
Common pitfalls
Clicking on links or opening attachments from unknown or suspicious email addresses.
Ignoring high bounce rates, which can indicate a significant number of inactive or invalid addresses that may be spam traps.
Not validating email addresses at the point of entry, allowing bot-generated or misspelled addresses to enter your list.
Assuming that all emails from familiar brands are legitimate without checking for domain inconsistencies.
Expert tips
If a domain redirects to unexpected pages or tries to install software, it's highly suspicious and should be avoided.
Domains with fraudulent website content or download prompts are often part of commercial sensor networks.
Shared IP addresses among several suspicious domains often indicate a network of spam traps or malicious activity.
Security software blocking a site is a strong sign of its malicious nature, confirming suspicions about the domain.
Marketer view
Marketer from Email Geeks says they investigated a suspicious domain and observed multiple redirects, leading to different landing pages and even a prompt to install a browser extension. They noted that the domain also shared IP addresses with other suspicious domains.
2019-09-26 - Email Geeks
Expert view
Expert from Email Geeks says that when encountering suspicious domains, a key initial step is to visit the website. They noted that domains with fraudulent content or download prompts often indicate a commercial sensor network rather<seg_26>than a traditional spam trap.
2019-09-26 - Email Geeks

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