Razor2 scores, often highlighted by tools like Mail-Tester, can be a source of confusion for email senders. While they provide an indication of content perceived as problematic by a specific system, their direct impact on broad email deliverability is often overestimated. The core issue usually lies not with the score itself, but with underlying factors that trigger such scores, particularly problematic links or content patterns.
Key findings
Limited direct impact: Razor2 is a component of older spam filtering systems like SpamAssassin, and its individual score does not always directly translate to blocked emails, especially by major inbox providers that rely on more sophisticated, real-time reputation metrics.
Indicator of underlying issues: A low Razor2 score often points to deeper problems with email content, particularly suspicious or heavily layered tracking links. This is a common factor in emails going to spam, as explored in our guide on why emails fail.
Reputation over content: While content scoring plays a role, a sender's overall sender reputation, including IP and domain reputation, is far more critical for inbox placement. Reputable senders can often deliver emails with content that might trigger older filters.
Engagement impact: Even if an email delivers, a poor Razor2 score can indicate content that is more likely to land in secondary tabs or spam folders, leading to lower engagement rates, as highlighted by resources on improving email deliverability.
Key considerations
Focus on the root cause: Instead of obsessing over the Razor2 score itself, investigate what specifically triggered it. This often involves scrutinizing URLs (especially tracking or affiliate links) and promotional content that might resemble spam.
Link structure and domain: Implement clean, legitimate linking practices. Avoid overly complex redirect chains or domains that have been used by multiple senders for questionable activities, as this can severely impact your domain reputation.
Testing methodology: Use an email deliverability tester to perform segmented tests. Isolate content from links to determine the precise trigger. This allows for targeted adjustments rather than broad content rewrites.
Consistency in sending practices: Maintain consistent and reputable sending practices to build trust with mailbox providers. This includes proper email authentication (SPF, DKIM, DMARC) and managing your email list quality.
What email marketers say
Email marketers often encounter Razor2 scores when using testing tools, leading to questions about their significance. The general sentiment among marketers is that while a perfect score is ideal, a lower Razor2 score might not be a deal-breaker for deliverability to major providers, but it can indicate areas for content or link optimization that affect inbox placement, especially with smaller inboxes.
Key opinions
Lower score, lower engagement: Many marketers observe a direct correlation between lower Mail-Tester scores (influenced by Razor2) and a drop in engagement rates, even if the email seemingly delivers. This suggests poorer inbox placement, likely to promotional tabs or spam folders.
Link-centric issues: The common consensus points to problematic tracking or affiliate links as primary triggers for bad Razor2 scores, rather than the textual content of the email itself. This highlights the importance of email content and link hygiene.
Testing and isolation: Marketers frequently recommend isolating variables when testing. This means testing email content without links first, and then introducing links to pinpoint the exact source of a Razor2 penalty, as described in guides for email deliverability testing.
DMARC and tracking: There is an awareness that complex tracking setups, especially those involving multiple redirects or domains with DMARC policies set to 'reject', can contribute to negative scores and impact overall sender reputation.
Key considerations
Custom tracking domains: Marketers are advised to use custom tracking domains per sender or campaign. This practice helps isolate any negative reputation impacts to a specific campaign rather than the main sending domain, allowing for quicker troubleshooting.
Transparency in linking: Simplify tracking links where possible. Excessive layers or obscure domains can trigger spam filters, regardless of the ultimate destination. Prioritize clear and reputable URLs.
Pre-send testing: Regularly test your email campaigns before sending to identify potential Razor2 flags. This proactive approach helps in adjusting content or links that might lead to poor deliverability, as covered in tips for enhancing deliverability.
Content review for promotional emails: Promotional content often contains triggers for Razor2. Marketers should review common spam triggers in language and formatting, ensuring their messaging is as clean as possible while remaining effective.
Marketer view
Marketer from Email Geeks suggests that a very low Razor2 score, like 5.7 out of 10, compared to a normal 9.9 out of 10, implies emails will not deliver as well to smaller inboxes. This indicates that while they might pass major spam filters, they might face issues with less sophisticated systems.
14 Nov 2019 - Email Geeks
Marketer view
Marketer from MarketingProfs states that consistently high scores on content-based filters (even older ones) generally correlate with better inbox placement and higher engagement. Neglecting these scores, even if they don't block directly, can lead to subtle deliverability issues.
22 Jun 2023 - MarketingProfs
What the experts say
Experts in email deliverability generally view Razor2 as a legacy content filtering system, a component of SpamAssassin, which has evolved into more sophisticated commercial products like Cloudmark Authority. While not as dominant as modern, behavioral-based filters, its triggers can still reveal problematic content or link practices that contribute to overall negative sender reputation.
Key opinions
Historical significance: Experts acknowledge Razor2 as an older, subset version of the Cloudmark Authority product. This historical context suggests it might be less relevant for cutting-edge deliverability but still indicative of certain content characteristics.
Indirect impact through fingerprinting: While not directly caring about Razor2 scores, experts warn that if an email is being 'fingerprinted' due to issues like bad URLs in content, this can certainly lead to deliverability problems. This aligns with modern reputation-based filtering, where content quality, including links, contributes to the overall trust score.
Focus on the source of flags: The critical takeaway for experts is not the Razor2 score itself, but what it flags. If it consistently points to issues with tracking links or domain cloaking, those are the elements that need immediate attention and remediation.
Complex link structures: Multi-layered tracking links, especially those common in affiliate marketing (like via Binom), are often cited as high-risk elements that can trigger various spam filters, including Razor2. Such links can obscure the final destination, raising red flags for ISPs, similar to issues seen when troubleshooting low Gmail deliverability.
Key considerations
Link hygiene priority: Experts stress that proper link hygiene is paramount. This includes ensuring all domains used for tracking or redirects have strong reputations and are not associated with prior abuse. This is part of maintaining a healthy email domain reputation.
DMARC and tracking domains: Be cautious with tracking domains that have a DMARC policy set to 'reject'. While not directly Razor2 related, it indicates a strict authentication posture that can further complicate deliverability if the link is otherwise problematic.
Isolate testing: Leverage testing tools to perform granular tests on content and links separately. This allows for precise identification of the element triggering the Razor2 score, enabling effective troubleshooting.
Cloudmark context: Understand that Razor2 is a component of a broader system. While the specific score might not be a primary concern, the fact that Cloudmark (or systems using similar technology) is flagging it, suggests there's a pattern it deems suspicious, which could impact deliverability across various ISPs that rely on similar filtering principles.
Expert view
Expert from Email Geeks suggests that one should not care about Razor2 in isolation. It's more about identifying if an email is being fingerprinted due to problematic elements like bad URLs within the content, which truly impact deliverability.
14 Nov 2019 - Email Geeks
Expert view
Expert from SpamResource.com advises that content filters, including those that might leverage Razor2, look for patterns associated with known spam. These patterns can include suspicious phrasing, excessive images, or obscured links. Senders should prioritize clear, legitimate content.
20 May 2024 - SpamResource.com
What the documentation says
While specific official documentation for Razor2's proprietary logic is scarce, its role as a distributed network for spam detection within the Apache SpamAssassin framework is well-documented. It operates by identifying and sharing content fingerprints of known spam. The emphasis of such systems is on pattern recognition, particularly relating to malicious or unsolicited content and deceptive linking practices.
Key findings
Collaborative filtering: Razor2 operates as a collaborative network, allowing participants to report spam, which is then fingerprinted and shared. This means that if a content variant or URL is reported by one user, it can quickly impact others using the system.
Content fingerprinting: The core mechanism involves creating cryptographic hashes (fingerprints) of email content (including URLs, images, and text). If these fingerprints match previously identified spam, the email receives a penalty score.
Adaptation to evasive techniques: Systems like Razor2 are designed to detect slight variations in spam content (e.g., character substitutions, slight rewording) that spammers use to evade detection, adding scores based on similar, not just identical, content.
Link analysis integration: While often thought of as content-based, these systems extensively analyze URLs. Suspicious domains, excessive redirects, or links to known malicious sites contribute heavily to their scores, underpinning concepts discussed in a simple guide to email authentication.
Key considerations
Content variations: For promotional content, even slight changes to phrasing or images can lead to different Razor2 scores due to new content fingerprints. Continuous testing of new creative is advisable.
URL reputation: The reputation of every domain within your email, including tracking and redirection domains, is assessed. A single problematic domain in the chain can taint the entire message, emphasizing the importance of tools like blocklist checkers.
False positives: Legitimate mail can sometimes trigger Razor2 if its content or links coincidentally resemble reported spam. This reinforces the need for careful email design and link management.
Holistic deliverability strategy: Relying solely on one content filter's score (like Razor2) is insufficient. A comprehensive deliverability strategy involves robust authentication (SPF, DKIM, DMARC), maintaining a clean list, and monitoring overall sender reputation across various feedback loops.
Technical article
Documentation from Apache SpamAssassin highlights that Razor2 is a distributed, collaborative spam detection and filtering network. It reports spammers and detects spam based on matching content across multiple reporting sites, leveraging a global database of spam fingerprints.
15 Jan 2023 - Apache SpamAssassin Documentation
Technical article
Documentation from Cloudmark explains that their Authority engine, which incorporates principles found in Razor2, uses real-time, self-learning technology to identify and block spam, phishing, and malware based on message fingerprints, URL analysis, and sender reputation.