{"id":6726,"date":"2026-01-22T07:30:13","date_gmt":"2026-01-22T07:30:13","guid":{"rendered":"https:\/\/www.stanventures.com\/news\/?p=6726"},"modified":"2026-01-22T07:57:41","modified_gmt":"2026-01-22T07:57:41","slug":"ahrefs-spam-label-domains-backlinks","status":"publish","type":"post","link":"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/","title":{"rendered":"Ahrefs Rolls Out &#8220;SPAM&#8221; Label for Referring Domains &#038; Backlinks"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">While conducting a routine backlink analysis for a client this morning, I stumbled upon a feature in Ahrefs that\u2014to my knowledge\u2014has flown under the radar for many in the industry.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It appears Ahrefs has introduced a dedicated <\/span>&#8220;SPAM&#8221; label<span style=\"font-weight: 400;\"> next to referring domains and backlinks in the Site Explorer interface.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For years, the SEO community has relied on <a href=\"https:\/\/www.semrush.com\/blog\/toxic-links-guidelines\/\">Semrush<\/a> or <a href=\"https:\/\/moz.com\/help\/moz-pro\/links\/spam-score\">Moz<\/a> to identify toxic links even though they used Ahrefs as their primary SEO Tool.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We\u2019ve had to cross-reference Domain Rating (DR) with organic traffic, look for suspicious TLDs, or export data to other tools that offer a &#8220;toxicity score.&#8221;\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This new update, however, seems to bring that functionality native to the Ahrefs dashboard, potentially saving SEOs countless hours of manual auditing.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\"><\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/#the-discovery\" >The Discovery<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/#why-this-matters-for-seos\" >Why This Matters for SEOs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/#making-the-life-of-an-seo-easier\" >Making the Life of an SEO Easier<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/#how-is-ahrefs-determining-%e2%80%9cspam%e2%80%9d\" >How is Ahrefs determining &#8220;Spam&#8221;?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/#the-human-element-remains\" >The Human Element Remains<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/#key-takeaways\" >Key Takeaways<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"the-discovery\"><\/span><b>The Discovery<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The label appears as a distinct tag next to the domain name in the <\/span><b>Backlinks<\/b><span style=\"font-weight: 400;\"> and <\/span><b>Referring Domains<\/b><span style=\"font-weight: 400;\"> reports. In the screenshot I captured, the label is clearly visible next to domains that exhibit classic spam signals\u2014low authority, irrelevant niches, or patterns indicative of automated link farms.<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-6728 size-full\" src=\"https:\/\/www.stanventures.com\/news\/wp-content\/uploads\/2026\/01\/ahrefs-spam-label-for-domains.jpeg\" alt=\"ahrefs-spam-label-for-domains\" width=\"1280\" height=\"747\" srcset=\"https:\/\/www.stanventures.com\/news\/wp-content\/uploads\/2026\/01\/ahrefs-spam-label-for-domains.jpeg 1280w, https:\/\/www.stanventures.com\/news\/wp-content\/uploads\/2026\/01\/ahrefs-spam-label-for-domains-300x175.jpeg 300w, https:\/\/www.stanventures.com\/news\/wp-content\/uploads\/2026\/01\/ahrefs-spam-label-for-domains-1024x598.jpeg 1024w\" sizes=\"auto, (max-width: 1280px) 100vw, 1280px\" \/><\/p>\n<p><span style=\"font-weight: 400;\">While Ahrefs has long provided the metrics necessary to <\/span><i><span style=\"font-weight: 400;\">deduce<\/span><\/i><span style=\"font-weight: 400;\"> spam (like zero organic traffic or disproportionate outlink counts), they have historically avoided explicitly labeling a domain as &#8220;spam&#8221; in the UI, preferring to let the data speak for itself. This shift marks a significant change in their philosophy, moving from purely raw data presentation to interpretative analysis.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"why-this-matters-for-seos\"><\/span><b>Why This Matters for SEOs<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Link building is the backbone of off-page SEO, but its evil twin\u2014<a href=\"https:\/\/www.stanventures.com\/blog\/google-ignores-negative-seo-threats\/\">negative SEO<\/a> and link spam\u2014is a constant headache. Whether it\u2019s a competitor blasting your site with thousands of low-quality blog comments or just the natural accumulation of &#8220;cruft&#8221; that happens to any popular domain, bad links are a reality we all face.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Previously, cleaning up a backlink profile in Ahrefs involved a multi-step mental flowchart:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sort by DR (low to high).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Check Organic Traffic (is it zero?).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Check the TLD (is it a known spam extension?).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Look at the anchor text.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Manually visit the site if unsure.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">With this new &#8220;SPAM&#8221; label, Ahrefs effectively automates the first four steps. By algorithmically flagging these domains, they allow SEOs to filter out the noise instantly.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"making-the-life-of-an-seo-easier\"><\/span><b>Making the Life of an SEO Easier<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The primary value proposition of this update is <\/span>speed<span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">At Stan Ventures, we handle <a href=\"https:\/\/www.stanventures.com\/link-building-services\/\">link building<\/a> and SEO audits for hundreds of clients. A comprehensive backlink audit for a site with 50,000 referring domains can take days if done manually.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If Ahrefs&#8217; spam detection algorithm is as robust as their crawler, we are looking at a massive reduction in &#8220;audit fatigue.&#8221;<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Here is how this specifically streamlines the workflow:<\/span><\/p>\n<ol>\n<li><b> Faster Disavow File Creation:<\/b><span style=\"font-weight: 400;\"> Google\u2019s stance on the Disavow Tool has softened (claiming their algorithms ignore most spam automatically), but many SEOs\u2014myself included\u2014prefer to be safe rather than sorry, especially when manual penalties are a risk. With this label, you can likely filter by &#8220;Spam,&#8221; export the list, give it a quick human review, and format it for the disavow file in a fraction of the time.<\/span><\/li>\n<li><b> Cleaner Reporting for Clients:<\/b><span style=\"font-weight: 400;\"> Clients often panic when they see &#8220;toxic&#8221; or &#8220;spam&#8221; links in reports generated by other tools like Semrush or Moz, while Ahrefs reports historically looked &#8220;cleaner&#8221; because they lacked this label. Now, we can transparently show clients, &#8220;Here are the links Ahrefs flagged, and here is our action plan,&#8221; keeping the reporting consistent across different toolsets.<\/span><\/li>\n<li><b> Better Prospecting:<\/b><span style=\"font-weight: 400;\"> It\u2019s not just about cleaning up <\/span><i><span style=\"font-weight: 400;\">your<\/span><\/i><span style=\"font-weight: 400;\"> links; it\u2019s about vetting <\/span><i><span style=\"font-weight: 400;\">others<\/span><\/i><span style=\"font-weight: 400;\">. When analyzing a competitor\u2019s profile or vetting a domain for a potential guest post, seeing a &#8220;SPAM&#8221; label is an immediate red flag. It prevents us from pursuing links on sites that might look okay at a glance (decent DR) but have underlying spam issues that Ahrefs\u2019 data has detected.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"how-is-ahrefs-determining-%e2%80%9cspam%e2%80%9d\"><\/span><b>How is Ahrefs determining &#8220;Spam&#8221;?<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">While Ahrefs hasn&#8217;t released a detailed whitepaper on the specific mechanics of this label yet, we can make educated guesses based on their existing data capabilities.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">It is highly likely that this label relies on a combination of:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Organic Traffic Trends:<\/b><span style=\"font-weight: 400;\"> A site with high DR but zero organic traffic is a classic sign of an expired domain that has been repurposed for link selling (PBNs).<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Outbound Link Patterns:<\/b><span style=\"font-weight: 400;\"> Sites that link out to thousands of unrelated domains (casino, pharma, crypto) from a single page or without semantic relevance.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Link Velocity:<\/b><span style=\"font-weight: 400;\"> Sudden, unnatural spikes in referring domains that don&#8217;t match standard growth curves.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Neighborhoods:<\/b><span style=\"font-weight: 400;\"> If a domain links to other known spam domains, it is guilty by association.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ahrefs has the largest commercial link index in the world. If they are finally leveraging that massive dataset to train a spam-detection model, it could arguably become the most accurate &#8220;spam score&#8221; in the industry, surpassing Moz\u2019s Spam Score which relies heavily on on-page factors and Semrush\u2019s Toxicity Score which is often criticized for being too sensitive.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"the-human-element-remains\"><\/span><b>The Human Element Remains<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Of course, no algorithm is perfect. There will be false positives. A legitimate new website with low traffic might get flagged. A site that was hacked and fixed might still carry the label for a while.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This is why the role of the SEO expert isn&#8217;t disappearing. We still need to interpret these labels. But the difference is, we are no longer looking for a needle in a haystack; Ahrefs is handing us the hay and pointing at the needles.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This update from Ahrefs is a loud signal that they are focusing more on <\/span><i><span style=\"font-weight: 400;\">actionable insights<\/span><\/i><span style=\"font-weight: 400;\">. For agencies like Stan Ventures and SEO professionals worldwide, this is a welcome addition. It bridges the gap between raw data and strategic decision-making, allowing us to focus less on data entry and more on strategy.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you haven&#8217;t checked your &#8220;Referring Domains&#8221; report today, I highly suggest you take a look. You might find that your next backlink audit just got a whole lot easier.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"key-takeaways\"><\/span><b>Key Takeaways<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Native Spam Detection:<\/b><span style=\"font-weight: 400;\"> Ahrefs now visually identifies potential spam domains directly in the interface, eliminating the need for complex manual filtering or third-party &#8220;toxicity&#8221; tools.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Efficiency Boost:<\/b><span style=\"font-weight: 400;\"> The label allows for rapid segmentation of backlink profiles, significantly speeding up the process of creating disavow files and performing negative SEO audits.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Enhanced Vetting:<\/b><span style=\"font-weight: 400;\"> The feature aids in link prospecting by instantly flagging low-quality sites, ensuring you don&#8217;t waste time or budget acquiring links from &#8220;poisoned&#8221; domains.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data-Driven Accuracy:<\/b><span style=\"font-weight: 400;\"> Unlike other tools that may rely on small sample sets, Ahrefs likely leverages its massive index of live links and traffic data to power this label, potentially offering higher accuracy in spam identification.<\/span><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>While conducting a routine backlink analysis for a client this morning, I stumbled upon a feature in Ahrefs that\u2014to my knowledge\u2014has flown under the radar for many in the industry.\u00a0 It appears Ahrefs has introduced a dedicated &#8220;SPAM&#8221; label next to referring domains and backlinks in the Site Explorer interface. For years, the SEO community [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6728,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-6726","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seo"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ahrefs Rolls Out &quot;SPAM&quot; Label for Referring Domains &amp; Backlinks - Stan Ventures<\/title>\n<meta name=\"description\" content=\"Ahrefs now flags spammy backlinks directly in Site Explorer. Learn how the new SPAM label can speed up audits, disavow workflows, and link vetting.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Ahrefs Rolls Out &quot;SPAM&quot; Label for Referring Domains &amp; Backlinks - Stan Ventures\" \/>\n<meta property=\"og:description\" content=\"Ahrefs now flags spammy backlinks directly in Site Explorer. Learn how the new SPAM label can speed up audits, disavow workflows, and link vetting.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.stanventures.com\/news\/ahrefs-spam-label-domains-backlinks-6726\/\" \/>\n<meta property=\"og:site_name\" content=\"Stan Ventures\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/StanVentures\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-22T07:30:13+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-22T07:57:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.stanventures.com\/news\/wp-content\/uploads\/2026\/01\/ahrefs-spam-label-for-domains.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"747\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dileep Thekkethil\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@dthekkethil\" \/>\n<meta name=\"twitter:site\" content=\"@stanventures\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dileep Thekkethil\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/\"},\"author\":{\"name\":\"Dileep Thekkethil\",\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/#\\\/schema\\\/person\\\/87d00ff18daf9650e7c925ae4bf86efb\"},\"headline\":\"Ahrefs Rolls Out &#8220;SPAM&#8221; Label for Referring Domains &#038; Backlinks\",\"datePublished\":\"2026-01-22T07:30:13+00:00\",\"dateModified\":\"2026-01-22T07:57:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/\"},\"wordCount\":1112,\"publisher\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/ahrefs-spam-label-for-domains.jpeg\",\"articleSection\":[\"SEO\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/\",\"url\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/\",\"name\":\"Ahrefs Rolls Out \\\"SPAM\\\" Label for Referring Domains & Backlinks - Stan Ventures\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/ahrefs-spam-label-domains-backlinks-6726\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.stanventures.com\\\/news\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/ahrefs-spam-label-for-domains.jpeg\",\"datePublished\":\"2026-01-22T07:30:13+00:00\",\"dateModified\":\"2026-01-22T07:57:41+00:00\",\"description\":\"Ahrefs now flags spammy backlinks directly in Site Explorer. 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