User Rating 0.0
Total Usage 0 times
Category Utilities
Checks Syntax, MX Records, Domain Reputation, and Username Entropy.
Analysis Logic
  • Syntax Engine

    RFC 5322 Compliant RegEx validation.

  • 🔒
    Blacklist DB

    Checks against 2,500+ known disposable domains.

  • 🌐
    MX Lookup

    Live DNS over HTTPS query to Google DNS.

  • 🧪
    Entropy Check

    Detects random strings like 'a83_z9'.

Is this tool helpful?

Your feedback helps us improve.

About

In the digital ecosystem, data hygiene is paramount. Temporary or "burner" email addresses - often provided by services like Mailinator or GuerillaMail - are primary vectors for spam bots, fraudulent sign-ups, and trial abuse. For marketers and system administrators, accepting these addresses damages sender reputation and skews analytics.

This tool utilizes a multi-layered verification protocol. Beyond simple syntax validation (Regex), it performs a live DNS lookup to verify MX records, ensuring the domain can actually receive mail. Crucially, it employs a Shannon Entropy algorithm to analyze the local part of the email (the username), flagging high-entropy strings (e.g., x8z9q2) that are characteristic of algorithmic bot generation. This defensive depth ensures that only high-quality, persistent user data enters your system.

email validation fraud prevention bot detection marketing tools list cleaning

Formulas

Shannon Entropy (Gibberish Detection)

To detect bot-generated usernames, we calculate the information entropy of the string. Higher entropy indicates more randomness, often a sign of automated generation.

H(X) = ni=1 P(xi) log2 P(xi)

Where P(xi) is the probability of character xi appearing in the string.

Spam Score Algorithm

The final risk assessment combines multiple factors into a weighted sum:

Stotal = w1IsDisposable + w2MxMissing + w3(H > 3.5)
Legend: H = Entropy Score, w = Weight Coefficient

Reference Data

CategoryDomain ExamplesRisk LevelTypical Usage
Disposable / Burnermailinator.com, trashmail.com, 10minutemail.comCRITICALOne-time verification bypass, spam bots.
Free Providergmail.com, yahoo.com, outlook.comLOWStandard personal users.
High Entropy User[email protected]HIGHBot-generated accounts on legitimate domains.
Corporate / Privatecompany.co, university.eduSAFEBusiness or academic entities.
Dead Domain(No MX Records)INVALIDTypo-squatting or defunct websites.
Role-Basedadmin@, support@, sales@MEDIUMGeneric departmental aliases.

Frequently Asked Questions

While we verify the existence of MX records, determining if a server is "Catch-All" (accepts all emails regardless of username) requires sending a real email, which is invasive. This tool performs passive DNS analysis to respect privacy protocols while ensuring the domain is capable of receiving mail.
Legitimate users usually select usernames with semantic meaning (e.g., "john.doe" or 'developer2024'). Bots generate random strings (e.g., 'x7z99qq') to bypass unique constraint checks. High entropy effectively flags these non-human actors even on reputable domains like Gmail.
Yes. The "Bulk Processor" mode runs entirely in your browser. However, for lists larger than 500 emails, we recommend processing in batches to avoid browser memory limits or rate-limiting from the DNS-over-HTTPS provider.
Our internal definition includes over 2,000 known burner providers. However, new disposable services appear daily. We combine the blocklist with MX checks and heuristic analysis to catch unknown disposable domains that might not yet be in the database.