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What tools can send an ARF report test?

Matthew Whittaker profile picture
Matthew Whittaker
Co-founder & CTO, Suped
Published 7 Aug 2025
Updated 15 Aug 2025
8 min read
When managing email deliverability, understanding and processing Abuse Reporting Format (ARF) reports is crucial. These reports are essentially automated feedback from mailbox providers, informing senders when their recipients mark emails as spam. While the concept is straightforward, actually testing the receipt and processing of these reports can be a bit more complex than one might initially think. I often hear from people looking for a simple tool to generate and send a test ARF report to confirm their systems are set up correctly.

Understanding ARF in email communication

An ARF report (also known as a Feedback Loop or FBL report) is a standardized format defined by RFC 5965. Its purpose is to help legitimate senders identify and remove recipients who don't want their emails, thereby improving sender reputation and inbox placement. These reports contain details about the original email, including headers and a portion of the body, along with a "feedback report" indicating the reason for the complaint, such as "spam". Effectively handling these reports allows senders to avoid being added to blocklists (or blacklists).
The structure of an ARF report is multi-part, often with a report/feedback-report part and the original message. Mailbox providers like Google, Yahoo, and others generate these reports when a user clicks the "report spam" button. Without a clear signal that a recipient has complained, senders risk continued delivery to uninterested users, which can severely damage their sending reputation and lead to delivery issues.
Receiving and parsing ARF reports is a critical component of maintaining healthy email hygiene. Ignoring these signals can lead to severe consequences for your domain and IP reputation, ultimately impacting your overall email deliverability. This proactive approach helps you adapt your sending practices based on real-time recipient feedback.

The challenge of testing ARF reports

It might seem like there would be a dedicated tool readily available to send a test ARF report. However, the reality is that such tools are not widely published or easily accessible for general testing purposes. Most ARF report generation happens directly within the systems of internet service providers (ISPs) or mailbox providers, based on real user feedback.
The complexity stems from the fact that ARF reports are not just simple emails; they contain specific MIME parts and headers that must be correctly formatted to be parsed by automated systems. Generating these precisely can be tricky. While some might look for ways to sign up for multiple feedback loop addresses, the core challenge remains creating an actual, valid ARF mail for testing purposes, rather than just subscribing to complaint feeds.
This lack of off-the-shelf testing solutions means that email senders often have to develop their own internal methods or rely on workarounds to confirm their ARF processing systems are functioning as intended. The ideal scenario would be a simple way to simulate a spam complaint and verify that the resulting ARF report is correctly received and interpreted.

Why dedicated ARF test tools are rare

Dedicated tools for sending ARF test reports are uncommon because the primary purpose of ARF is to convey genuine user complaints from mailbox providers. Simulating these complaints accurately, especially without access to the complex internal systems of a major ISP, is difficult.
  1. Easier approach: It is generally easier to obtain an actual ARF report from your feedback loop provider and modify it for testing.
  2. Core challenge: The challenge is replicating the specific headers and multi-part MIME structure correctly.

DIY approaches and programmatic solutions

Since there isn't a universally recognized "ARF report test sender" tool, many email deliverability professionals resort to creative do-it-yourself (DIY) methods. One common approach involves obtaining a real ARF report, modifying its contents (such as the original message ID or recipient email), and then sending it to your own ARF processing mailbox. This method ensures that your system correctly parses the report's structure and extracts the necessary information, like the email address of the complaining user.
Another DIY solution involves scripting. Developers can write scripts that construct an ARF-compliant email with all the necessary headers and payload parts, then use a mail sending library to deliver it. This requires a solid understanding of the ARF specification (RFC 5965). While this can be time-consuming to set up initially, it offers maximum control over the test scenario.
Some individuals on online forums, like GitHub, have shared basic ARF message generators. While these might serve as a starting point, they often require technical expertise to adapt and use effectively for comprehensive testing. These community-driven projects highlight the demand for such tools, even if commercial options are scarce.
Simplified ARF email structure exampleemail
From: feedback-agent@example.com To: your-fbl-address@yourdomain.com Subject: Abuse Feedback Report MIME-Version: 1.0 Content-Type: multipart/report; report-type=feedback-report; boundary="____=_Part_12345_67890.12345" --____=_Part_12345_67890.12345 Content-Type: message/feedback-report Feedback-Type: abuse User-Agent: Some-FBL-Service/1.0 Version: 1 Original-Mail-From: <sender@yourdomain.com> Original-Rcpt-To: <recipient@example.com> Arrival-Date: Wed, 26 Oct 2023 10:00:00 +0000 (UTC) Reported-Domain: yourdomain.com Reported-URI: mailto:recipient@example.com Source-IP: 192.0.2.1 Authentication-Results: example.com; spf=pass ... dkim=pass ... Message-ID: <original-message-id@yourdomain.com> --____=_Part_12345_67890.12345 Content-Type: message/rfc822 From: "Your Brand" <sender@yourdomain.com> To: <recipient@example.com> Subject: Your Marketing Email Date: Wed, 26 Oct 2023 09:55:00 +0000 Message-ID: <original-message-id@yourdomain.com> This is the content of the original email. --____=_Part_12345_67890.12345--

The role of DMARC and direct feedback loops

While direct ARF report testing tools are scarce, focusing on your DMARC implementation and feedback loop registrations is a more common and effective strategy for managing complaints. DMARC (Domain-based Message Authentication, Reporting, and Conformance) provides aggregate and forensic reports that can indicate issues, including potential abuse, even if they aren't explicit ARF reports. These reports help identify if your emails are failing authentication checks, which can also lead to spam classifications.
Many mailbox providers offer direct feedback loop programs where senders can register their domains. Once registered, they will receive ARF reports directly to a specified email address whenever their recipients mark an email as spam. This is the primary mechanism for receiving real-world ARF data. Effectively managing these feedback loops is essential for maintaining a healthy sending reputation and avoiding being placed on an email blocklist (or blacklist). I wrote about how spam complaints from Google and Yahoo inform ESPs, and how ARF reports should be used.
For a robust email program, combining DMARC monitoring with active FBL management provides a comprehensive view of how your emails are performing. It allows you to quickly identify campaigns or segments generating high complaint rates and take corrective action, which is vital for long-term deliverability success.

Direct ARF testing

  1. Limited dedicated tools available.
  2. Requires manual creation or modification of existing ARF reports.
  3. Focus is on verifying report parsing by your system.

Real-world feedback loop management

  1. Sign up directly with mailbox providers for FBLs.
  2. Process genuine ARF reports to manage recipient lists.
  3. Essential for long-term sender reputation and avoiding blacklists.

Alternative solutions for monitoring abuse feedback

Beyond direct ARF reports, other tools and practices contribute to understanding and managing abuse complaints, even if they don't explicitly send "test" ARF reports. DMARC report analysis tools, for instance, consolidate the XML reports generated by DMARC compliant receivers into a human-readable format. These reports, particularly the forensic reports (if enabled by receivers), can contain invaluable insights into mail streams that are failing authentication and might be generating complaints.
Another approach involves monitoring your sender reputation through various postmaster tools offered by major mailbox providers, such as google.com logoGoogle Postmaster Tools. While these tools don't send ARF test reports, they provide aggregate data on your spam complaint rates, IP reputation, and domain reputation, which are direct indicators of how your emails are being perceived by recipients and filtered by ISPs. Understanding the Google Postmaster Tools spam rate dashboard can give you insight into issues.
Ultimately, a multi-faceted approach to email deliverability includes not only receiving ARF reports but also actively monitoring all available feedback channels to gain a holistic understanding of your email program's performance and recipient engagement. This proactive stance is key to staying off blocklists and ensuring your messages reach the inbox.

Best practices for managing complaints

To effectively manage email complaints and maintain a strong sender reputation, consider these practices:
  1. Monitor FBLs: Register for and consistently process feedback loops from major mailbox providers.
  2. Implement DMARC: Use DMARC with reporting (rua and ruf tags) to gain visibility into your email authentication and delivery. You can check your DMARC record for proper configuration.
  3. Check Postmaster Tools: Regularly review data from tools like Google Postmaster Tools for spam rates and reputation metrics.
  4. List Hygiene: Promptly remove complained-about addresses from your mailing lists to prevent further issues and avoid getting on a blacklist (or blocklist).

Views from the trenches

Best practices
Implement DMARC with aggregate and forensic reporting to monitor abuse.
Regularly clean your email lists by removing inactive or complaining users.
Ensure your emails are properly authenticated with SPF, DKIM, and DMARC.
Provide an easy and clear unsubscribe option in all your marketing emails.
Common pitfalls
Ignoring ARF reports or failing to process them promptly for list hygiene.
Not having DMARC configured, missing crucial feedback on authentication failures.
Sending to old, unengaged lists that generate high complaint rates.
Expecting a "magical" ARF test tool to solve all feedback loop issues.
Expert tips
Leverage existing ARF reports from your FBLs for testing your processing system.
Consider developing internal scripts to simulate ARF reports for specific test cases.
Integrate FBL processing directly into your email platform for automated list suppression.
Analyze forensic DMARC reports for detailed insights into complaint sources and types.
Expert view
Expert from Email Geeks says: In my recent tests, my ARF report test was an actual ARF mail that I copied and modified as needed, then put back in the mailbox processing the reports.
2020-10-23 - Email Geeks
Expert view
Expert from Email Geeks says: You might be able to find something on GitHub that generates ARF reports, then send yourself all the tests you want.
2020-10-23 - Email Geeks

Conclusion

While a dedicated, simple tool for sending ARF report tests remains elusive for the general public, senders can effectively test their ARF processing systems through various workarounds. The most practical approaches involve modifying real ARF samples, developing custom scripts, or, more broadly, relying on robust DMARC reporting and direct feedback loop registrations. The ultimate goal is not just to send a test report, but to ensure your system can properly receive, parse, and act upon real-world abuse feedback. By focusing on strong authentication, active list hygiene, and continuous monitoring through postmaster tools and DMARC reports, you can proactively manage your sender reputation and avoid common deliverability pitfalls.

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