160,000+ disposable domains across 2,000+ providers, plus 44,799 domains discovered only through MX-infrastructure analysis that aren't on any public block-list.
XGBoost classifier validated at 99.27% precision and 97.25% recall on a 17,701-domain holdout set. Each domain ships with a confidence band so you can tune your false-positive tolerance.
Refreshed every day. Monthly model retrains pick up new infrastructure clusters and TLD patterns automatically.
Most disposable-domain lists are aggregations of public block-lists. Ours starts there — but goes further.
Disposable email services run on a finite number of mail servers. We resolve live MX records for every candidate domain and group them by shared infrastructure. When a server is hosting known disposable services, every other domain on that server is a high-confidence disposable too — even if no one has flagged it yet.
We index 369+ mail-server clusters and run reverse-MX lookups against them. This surfaced 44,799 disposable domains in the last refresh that don't appear on any community block-list.
An XGBoost model combines DNS completeness, MX cluster signals, TLD risk, domain entropy, and provider category to score each domain. Validated at 99.27% precision / 97.25% recall on a held-out test set.
The pipeline retrains monthly using free DNS resolution and community list consensus — no per-domain API cost.
If your site suggests that users should register before being granted access to certain content, a few disposable or fake email addresses are likely to end up on your list, as users often like to try and circumvent this process. Ensure that only valid email addresses are accepted.
If you offer a free plan, users may attempt to abuse it through disposable email domains.
Those who sign up with throwaway email addresses are far more likely to add to your SaaS churn rate than those who use regular email addresses.
“We want to provide all Cyberscape users the ability to integrate relevant data for their cyber threat investigations. WhoisXML API provides unique data that will be helpful to the cyber threat investigation community, allowing analysts to shorten the cycle of understanding and mitigating threats.”
“WhoisXML API data helps us make informed and automated decisions, filtering invalid email addresses much faster.”
“We needed a simple way of verifying the integrity of user-entered email addresses, and discovered WhoisXML API - it is great value and was really easy to integrate with our systems. Excellent customer service when required, too.”
















A disposable email domain refers to the root domain name used by a disposable email address (DEA). In the disposable email address example@zevars[.]com, for example, the disposable email domain is zevars[.]com.
A disposable email is also known as a “throwaway email address,” “fake email address,” “temporary email address,” “burner email address,” “single-use email address,” “use-and-throw email address,” and “one-off email address.”
Disposable email domains can serve various purposes. Disposable email addresses can be used by those who want to protect their privacy or to avoid receiving spam or unsolicited messages in their official mailboxes.
Disposable email domains may also be used for repeated registrations to a service, possibly leading to freemium abuse, and are sometimes found to be used in spam and phishing.
A list of disposable email domains is handy for SaaS business owners and website administrators who want to ensure that users only sign up to their services with their official email address. By doing so, they increase their chances of converting users.
Cybersecurity teams can use a list of disposable email domains to weed out and block possible malicious emails.
A disposable email domains list can also help marketing professionals clean their contact lists to improve vital marketing metrics.
Our disposable email domains database is updated every day. We keep an eye out on more than 2,000 disposable email providers, and we regularly add new disposable email domains to our already extensive list.
Daily updates to our database ensure that new disposable emails are constantly monitored, and you can spot malicious ones before they do any damage.
Our XGBoost classifier achieves 99.27% precision and 97.25% recall on a 17,701-domain holdout test set. Each domain in the feed ships with a confidence band so you can adjust your tolerance — strict (≥99.5% precision), default (≥99.2%), or permissive (≥99.1%).
We resolve live MX records for every candidate and cluster domains by their shared mail-server infrastructure. When we identify a server hosting known disposable services, we run a reverse-MX lookup against it to surface every other domain on that same server. In the most recent refresh, this surfaced 44,799 disposable domains that don't appear on any public block-list.
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