{"id":19799,"date":"2026-05-26T03:32:03","date_gmt":"2026-05-26T07:32:03","guid":{"rendered":"https:\/\/www.data-mania.com\/blog\/?p=19799"},"modified":"2026-05-26T03:32:03","modified_gmt":"2026-05-26T07:32:03","slug":"segmetrics-attribution-tool-how-to-stop-direct-unknown-15-minutes-week","status":"publish","type":"post","link":"https:\/\/www.data-mania.com\/blog\/segmetrics-attribution-tool-how-to-stop-direct-unknown-15-minutes-week\/","title":{"rendered":"SegMetrics Attribution Tool: How to Stop Direct\/Unknown in 15 Minutes a Week"},"content":{"rendered":"\n<p><strong>&quot;Direct&quot; and &quot;Unknown&quot; traffic are warning signs of broken attribution.<\/strong> If you&#8217;re seeing these categories dominating your reports, it&#8217;s likely your campaigns&#8217; true performance is hidden due to tracking gaps like stripped UTM parameters, cookie issues, or cross-domain missteps. Here&#8217;s the good news: You can fix this in just 15 minutes a week.<\/p>\n<h3 id=\"key-takeaways\" tabindex=\"-1\">Key Takeaways:<\/h3>\n<ul>\n<li> <strong>Direct traffic<\/strong> often results from missing UTM tags, link shorteners, or redirects. <\/li>\n<li> <strong>Unknown traffic<\/strong> stems from inconsistent UTM naming, tracking pixel gaps, or CRM disconnects. <\/li>\n<li> These issues distort metrics like CAC and LTV, leading to poor budget decisions. <\/li>\n<\/ul>\n<h3 id=\"quick-fixes\" tabindex=\"-1\">Quick Fixes:<\/h3>\n<ol>\n<li> <strong>Add UTMs to all external links<\/strong> using a tracking link builder. <\/li>\n<li> <strong>Standardize UTM naming conventions<\/strong> (e.g., always use lowercase). <\/li>\n<li> <strong>Install tracking pixels across all domains<\/strong> and verify with debugging tools. <\/li>\n<li> <strong>Audit weekly<\/strong> to catch spikes in Direct\/Unknown traffic early. <\/li>\n<\/ol>\n<p>By following a simple 5-step weekly routine, you can clean up your data, uncover which campaigns are driving revenue, and avoid wasting ad dollars. Start with small fixes, and watch your reports transform into actionable insights.<\/p>\n<h2 id=\"marketing-attribution-mistakes-costing-you-sales-and-how-to-fix-them-feat-scott-desgrosseilliers\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Marketing Attribution Mistakes Costing You Sales (And How to Fix Them) feat. Scott Desgrosseilliers<\/h2>\n<p> <iframe class=\"sb-iframe\" src=\"https:\/\/www.youtube.com\/embed\/DMmRM1ap1LE\" frameborder=\"0\" loading=\"lazy\" allowfullscreen style=\"width: 100%; height: auto; aspect-ratio: 16\/9;\"><\/iframe><\/p>\n<h2 id=\"what-direct-and-unknown-traffic-mean-in-segmetrics\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">What Direct and Unknown Traffic Mean in <a href=\"https:\/\/segmetrics.io\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">SegMetrics<\/a><\/h2>\n<p><img decoding=\"async\" data-src=\"https:\/\/assets.seobotai.com\/data-mania.com\/697b145912006df3519e9542\/521650ab4bec6209b33493b69df2d483.jpg\" alt=\"SegMetrics\" style=\"width:100%;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><\/p>\n<p>In <a href=\"https:\/\/segmetrics.io\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">SegMetrics<\/a>, <strong>&quot;Direct&quot; and &quot;Unknown&quot;<\/strong> labels highlight revenue and leads that can&#8217;t be traced back to their sources. This doesn&#8217;t mean customers remembered your URL or stumbled upon it by chance. Instead, it points to gaps or failures in your tracking setup. Let\u2019s break down what causes these errors and how they can skew your data.<\/p>\n<h3 id=\"what-causes-direct-traffic\" tabindex=\"-1\">What Causes Direct Traffic<\/h3>\n<p>&quot;Direct&quot; traffic shows up when <strong>UTM parameters are stripped from your links<\/strong> before a conversion happens. This often occurs when links are shared through platforms like WhatsApp, Slack, or email, where referrer data gets lost &#8211; a phenomenon referred to as &quot;dark social&quot; <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>. Additionally, tools like link shorteners (such as Bitly) or redirect chains (like link-in-bio tools or checkout flows) can remove source data during redirections if they aren\u2019t properly configured <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>.<\/p>\n<p>Another common issue is using UTM parameters on <strong>internal links<\/strong> &#8211; for example, linking from your homepage to a sales page. This resets session tracking, breaks attribution, and makes it look like a new &quot;Direct&quot; visit <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>. Misusing UTMs in this way can make your own site navigation appear as a source of Direct traffic.<\/p>\n<h3 id=\"what-causes-unknown-traffic\" tabindex=\"-1\">What Causes Unknown Traffic<\/h3>\n<p>&quot;Unknown&quot; traffic arises from errors in tracking parameters, as outlined below. For instance, manually entering UTMs with inconsistent capitalization (e.g., &quot;Facebook&quot; vs. &quot;facebook&quot;) creates separate, unrecognized sources in your reports <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>. Missing SegMetrics tracking pixels on third-party pages, like those hosted on LeadPages or ClickFunnels, also leads to Unknown traffic because UTM data isn\u2019t captured <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a>.<\/p>\n<p>If your CRM contains historical UTM data that hasn\u2019t been mapped to SegMetrics custom fields, that information remains isolated and shows up as Unknown in revenue reports <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/40-how-to-track-and-report-on-utm-parameters-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[6]<\/sup><\/a>. <strong>Attribution windows<\/strong> further complicate matters: SegMetrics uses a 90-minute window for opt-ins and a 24-hour window for purchases <a href=\"https:\/\/docs.segmetrics.io\/article\/240-understanding-attribution-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[4]<\/sup><\/a>. If a conversion happens outside these timeframes without a new tracked click, the system can\u2019t connect it to the original source, defaulting to Unknown.<\/p>\n<p>Understanding these issues is essential for maintaining clean data. Regular weekly audits of your SegMetrics setup can help ensure your source tracking stays on point.<\/p>\n<h2 id=\"7-common-attribution-leaks-and-how-to-fix-them\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">7 Common Attribution Leaks and How to Fix Them<\/h2>\n<figure>         <img decoding=\"async\" data-src=\"https:\/\/assets.seobotai.com\/undefined\/697b145912006df3519e9542-1769675183341.jpg\" alt=\"7 Common Attribution Leaks: Symptoms, Causes, and Quick Fixes\" style=\"width:100%;\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\"><figcaption style=\"font-size: 0.85em; text-align: center; margin: 8px; padding: 0;\">\n<p style=\"margin: 0; padding: 4px;\">7 Common Attribution Leaks: Symptoms, Causes, and Quick Fixes<\/p>\n<\/figcaption><\/figure>\n<p>When it comes to Direct and Unknown traffic, these seven common attribution leaks can throw off your data. Here&#8217;s how to identify and patch them quickly.<\/p>\n<h3 id=\"leak-1-missing-utms-on-high-intent-links\" tabindex=\"-1\">Leak 1: Missing UTMs on High-Intent Links<\/h3>\n<p><strong>Symptom:<\/strong><br \/> Your top-performing social posts, email links, or ads are being lumped under &quot;Direct&quot; traffic instead of showing their actual source.<\/p>\n<p><strong>Cause:<\/strong><br \/> Links without UTM parameters &#8211; like those in emails, LinkedIn updates, or Facebook ads &#8211; leave SegMetrics unable to trace where visitors came from, leading to misattribution.<\/p>\n<p><strong>The fix:<\/strong><br \/> Always add UTM tags to external links using the SegMetrics Tracking Links builder. This ensures consistency and avoids errors in naming.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> Use the &quot;Debug Tracking Pixel&quot; tool in Site Setup to confirm that UTM parameters are correctly displayed in real time.<\/p>\n<hr>\n<h3 id=\"leak-2-inconsistent-campaign-parameter-naming\" tabindex=\"-1\">Leak 2: Inconsistent Campaign Parameter Naming<\/h3>\n<p><strong>Symptom:<\/strong><br \/> Your reports show variations like &quot;Facebook&quot;, &quot;facebook&quot;, and &quot;fb&quot; as separate sources, scattering your data.<\/p>\n<p><strong>Cause:<\/strong><br \/> UTM parameters are case-sensitive, so inconsistent capitalization or naming creates multiple entries for the same source.<\/p>\n<p><strong>The fix:<\/strong><br \/> Standardize your UTM naming conventions. Use lowercase letters, replace spaces with hyphens, and stick to a predefined list of sources (e.g., facebook, linkedin, email, google-ads). The SegMetrics Tracking Links tool can help maintain uniformity.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> In your New Leads or Revenue reports, select &quot;UTM Source&quot; in the Table Report view to catch duplicate entries.<\/p>\n<hr>\n<h3 id=\"leak-3-link-shorteners-that-strip-parameters\" tabindex=\"-1\">Leak 3: Link Shorteners That Strip Parameters<\/h3>\n<p><strong>Symptom:<\/strong><br \/> Shortened URLs (e.g., from Bitly) show all traffic as Direct, even if the original link included UTMs.<\/p>\n<p><strong>Cause:<\/strong><br \/> Some link shorteners remove UTM parameters during redirection or fail to pass them to the final page.<\/p>\n<p><strong>The fix:<\/strong><br \/> Test shortened links to ensure UTMs remain intact. Paste the short URL into a browser, and verify that the final destination URL retains the UTM tags. If not, switch to a shortener that preserves query strings or use full URLs.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> Check the Debug Tracking Pixel tool to confirm that the landing page URL still includes the correct UTM parameters after redirection.<\/p>\n<hr>\n<h3 id=\"leak-4-redirect-chains-that-break-referrers\" tabindex=\"-1\">Leak 4: Redirect Chains That Break Referrers<\/h3>\n<p><strong>Symptom:<\/strong><br \/> Initial leads are attributed correctly, but conversions like purchases or upgrades appear as Unknown or Direct.<\/p>\n<p><strong>Cause:<\/strong><br \/> Redirect chains &#8211; where users are bounced between pages (e.g., homepage to checkout to payment processor) &#8211; can strip referrer data or UTM parameters.<\/p>\n<p><strong>The fix:<\/strong><br \/> Ensure UTM parameters are carried through every step of the funnel. Install the SegMetrics tracking pixel on all pages in the chain, including custom checkout domains and third-party payment pages. Avoid redirects that drop query strings.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> Filter your Revenue reports by the &quot;Purchase&quot; touchpoint to check if conversions are linked back to the original source.<\/p>\n<hr>\n<h3 id=\"leak-5-broken-cross-domain-tracking\" tabindex=\"-1\">Leak 5: Broken Cross-Domain Tracking<\/h3>\n<p><strong>Symptom:<\/strong><br \/> Leads have clear sources, but revenue appears as Unknown.<\/p>\n<p><strong>Cause:<\/strong><br \/> When visitors move between your main domain, subdomains, or third-party tools, attribution breaks if the SegMetrics pixel isn\u2019t installed across all pages.<\/p>\n<p><strong>The fix:<\/strong><br \/> Install the SegMetrics tracking pixel on every domain and subdomain where conversions occur. Place it right before the closing <code>&lt;\/body&gt;<\/code> tag. If using server-side tracking, ensure your integration maps data across domains.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> Look at your Revenue reports filtered by &quot;UTM Source.&quot; A spike in Unknown revenue alongside accurate lead data signals a cross-domain tracking issue.<\/p>\n<hr>\n<h3 id=\"leak-6-offlinemanual-sharing\" tabindex=\"-1\">Leak 6: Offline\/Manual Sharing<\/h3>\n<p><strong>Symptom:<\/strong><br \/> Direct traffic unexpectedly dominates, even though you know specific offline or manual campaigns are driving visitors.<\/p>\n<p><strong>Cause:<\/strong><br \/> Links shared offline (e.g., in PDFs, email signatures, or DMs) lack UTM parameters, defaulting traffic to Direct.<\/p>\n<p><strong>The fix:<\/strong><br \/> Use trackable links with UTM tags for offline and manual sharing. Add tags like <code>utm_source=sales-deck<\/code> or <code>utm_source=email-signature<\/code> to ensure proper tracking.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> Run a Table Report filtered by &quot;UTM Source&quot; and compare data before and after implementing tagged links. A drop in Direct traffic during campaigns indicates progress.<\/p>\n<hr>\n<h3 id=\"leak-7-disconnected-crm-and-billing-systems\" tabindex=\"-1\">Leak 7: Disconnected CRM and Billing Systems<\/h3>\n<p><strong>Symptom:<\/strong><br \/> While SegMetrics tracks leads, revenue or <a href=\"https:\/\/www.data-mania.com\/blog\/ultimate-guide-to-clv-segmentation-for-saas\/\" style=\"display: inline;\">lifetime value (LTV)<\/a> isn\u2019t tied to the original source.<\/p>\n<p><strong>Cause:<\/strong><br \/> Your CRM holds historical UTM data in custom fields that aren\u2019t mapped to SegMetrics. If your billing system isn\u2019t integrated, purchases can\u2019t link back to the original source.<\/p>\n<p><strong>The fix:<\/strong><br \/> Map CRM custom fields for UTM data in the &quot;Configure Custom Fields&quot; section of SegMetrics. Connect your billing system to link transactions with full attribution history.<\/p>\n<p><strong>Verify in SegMetrics:<\/strong><br \/> Filter Revenue reports by &quot;UTM Source&quot; to confirm revenue is tied to specific sources. Click on the &quot;Contacts&quot; number next to a tracking link to see visitor and conversion metrics in real time.<\/p>\n<hr>\n<table style=\"width:100%;\">\n<thead>\n<tr>\n<th><strong>Leak<\/strong><\/th>\n<th><strong>Symptom<\/strong><\/th>\n<th><strong>1-Minute Fix<\/strong><\/th>\n<th><strong>SegMetrics Check<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Missing UTMs<\/td>\n<td>Best posts show as Direct<\/td>\n<td>Add UTMs via link builder<\/td>\n<td>Debug Tracking Pixel tool<\/td>\n<\/tr>\n<tr>\n<td>Naming drift<\/td>\n<td>Sources fragment<\/td>\n<td>Use controlled vocabulary<\/td>\n<td>Table Report by UTM Source<\/td>\n<\/tr>\n<tr>\n<td>Link shorteners<\/td>\n<td>Short links show as Direct<\/td>\n<td>Validate final URL preserves UTMs<\/td>\n<td>Debug Tracking Pixel tool<\/td>\n<\/tr>\n<tr>\n<td>Redirect chains<\/td>\n<td>Conversions lose source<\/td>\n<td>Preserve UTMs across redirects<\/td>\n<td>Purchase touchpoint filter<\/td>\n<\/tr>\n<tr>\n<td>Cross-domain breaks<\/td>\n<td>Revenue appears as Unknown<\/td>\n<td>Install pixel on all domains<\/td>\n<td>Revenue by UTM Source<\/td>\n<\/tr>\n<tr>\n<td>Offline sharing<\/td>\n<td>Direct becomes biggest channel<\/td>\n<td>Use trackable share links<\/td>\n<td>Table Report during campaigns<\/td>\n<\/tr>\n<tr>\n<td>CRM disconnect<\/td>\n<td>LTV can&#8217;t be tied to source<\/td>\n<td>Map custom fields, connect billing<\/td>\n<td>Revenue by UTM Source<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h6 id=\"sbb-itb-e8c8399\" tabindex=\"-1\" style=\"display: none;color:transparent;\">sbb-itb-e8c8399<\/h6>\n<h2 id=\"the-15-minute-weekly-segmetrics-attribution-audit\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">The 15-Minute Weekly SegMetrics Attribution Audit<\/h2>\n<p>Attribution issues often sneak up on you. A missed UTM here, a broken redirect there, and suddenly, &quot;Direct&quot; is dominating your traffic data. Fixing this isn\u2019t about a massive overhaul &#8211; it\u2019s about a <strong>quick, weekly routine<\/strong> that stops small problems from snowballing.<\/p>\n<p>The goal? <strong>Catch sharp increases early<\/strong> and address them before they distort your data. Here\u2019s a straightforward five-step process you can tackle in just 15 minutes each week.<\/p>\n<h3 id=\"step-1-spot-directunknown-trends-2-minutes\" tabindex=\"-1\">Step 1: Spot Direct\/Unknown Trends (2 Minutes)<\/h3>\n<p>Start by opening your <strong>Revenue Report<\/strong> in SegMetrics and selecting <strong>&quot;UTM Source&quot;<\/strong> from the Table Report menu <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/40-how-to-track-and-report-on-utm-parameters-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[6]<\/sup><\/a>. Compare this week\u2019s Direct and Unknown traffic to last week. You\u2019re not worried about minor fluctuations &#8211; what you\u2019re looking for are <strong>big jumps<\/strong> that suggest something\u2019s broken.<\/p>\n<p>For example, if Direct traffic suddenly jumps from 15% to 35%, that\u2019s not a change in user behavior &#8211; it\u2019s a <strong>tracking issue<\/strong>.<\/p>\n<h3 id=\"step-2-pinpoint-attribution-drops-in-the-funnel-4-minutes\" tabindex=\"-1\">Step 2: Pinpoint Attribution Drops in the Funnel (4 Minutes)<\/h3>\n<p>Switch to the <strong>Page View filter<\/strong> and toggle between touchpoints like &quot;First Visit&quot;, &quot;Optin&quot;, and &quot;Purchase&quot; <a href=\"https:\/\/docs.segmetrics.io\/article\/240-understanding-attribution-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[4]<\/sup><\/a>. This reveals where attribution data is falling off. If leads have clean source data but purchases show as Unknown, your checkout or payment page might be stripping UTM parameters.<\/p>\n<p>Use the Table Report selector to view data by <strong>&quot;Page URL&quot;<\/strong> or <strong>&quot;Referrer&quot;<\/strong> <a href=\"https:\/\/docs.segmetrics.io\/article\/240-understanding-attribution-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[4]<\/sup><\/a>. Focus on pages with high conversion rates but missing source data &#8211; these are likely where attribution is leaking. SegMetrics uses a <strong>90-minute attribution window for Optins<\/strong> and a <strong>24-hour window for Purchases<\/strong> <a href=\"https:\/\/docs.segmetrics.io\/article\/240-understanding-attribution-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[4]<\/sup><\/a>, so disappearing data between these stages often points to pixel coverage gaps or redirect issues.<\/p>\n<h3 id=\"step-3-check-new-sources-and-campaigns-3-minutes\" tabindex=\"-1\">Step 3: Check New Sources and Campaigns (3 Minutes)<\/h3>\n<p>Head to your <strong>New Leads Report<\/strong> and pull up &quot;UTM Source&quot; or &quot;UTM Campaign&quot; from the Table Report <a href=\"https:\/\/docs.segmetrics.io\/article\/40-how-to-track-and-report-on-utm-parameters-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[6]<\/sup><\/a>. Look for inconsistencies in naming conventions &#8211; things like &quot;Facebook&quot; versus &quot;facebook&quot; versus &quot;fb.&quot; These tiny variations can fragment your data and make it impossible to evaluate channel performance <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/40-how-to-track-and-report-on-utm-parameters-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[6]<\/sup><\/a>.<\/p>\n<p>If you find non-standardized values, flag them right away. Use the <strong>&quot;Add Filter&quot; feature<\/strong> to group all variations into a single segment, then standardize them in your link builder <a href=\"https:\/\/docs.segmetrics.io\/article\/40-how-to-track-and-report-on-utm-parameters-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[6]<\/sup><\/a>. Addressing this early avoids months of messy, unreliable data.<\/p>\n<h3 id=\"step-4-verify-top-revenue-sources-3-minutes\" tabindex=\"-1\">Step 4: Verify Top Revenue Sources (3 Minutes)<\/h3>\n<p>Filter your <strong>Revenue Report by &quot;Lead Value&quot;<\/strong> and sort by the highest revenue <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a>. Check whether your top-performing sources are actually Direct or Unknown traffic in disguise. If Direct is leading your revenue, it\u2019s not a sign of success &#8211; it\u2019s a <strong>gap in measurement<\/strong>.<\/p>\n<p>Compare these sources to their conversion rates. High revenue but low conversion percentages often mean traffic is being misattributed. This step helps you separate what\u2019s genuinely working from what\u2019s just a data mirage.<\/p>\n<h3 id=\"step-5-fix-issues-and-update-your-log-3-minutes\" tabindex=\"-1\">Step 5: Fix Issues and Update Your Log (3 Minutes)<\/h3>\n<p>Immediately address any problems you find. Use the <strong>Debug Tracking Pixel tool<\/strong> in Site Setup to confirm your fixes in real time <a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a>. Test URLs to make sure UTM parameters are firing correctly.<\/p>\n<p>Document every fix in your <strong>Attribution Fix Log<\/strong>. Note the date, the issue, where it occurred (specific link or page), the fix applied, and leave space to track results during your next audit. This log becomes your safety net &#8211; if the same issue pops up again, you\u2019ll know the previous solution didn\u2019t hold.<\/p>\n<table style=\"width:100%;\">\n<thead>\n<tr>\n<th><strong>Step<\/strong><\/th>\n<th><strong>Action<\/strong><\/th>\n<th><strong>Tool\/Report<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Step 1: Trends<\/strong><\/td>\n<td>Identify sharp increases in Direct\/Unknown traffic<\/td>\n<td>Revenue Report &gt; UTM Source Table <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a><\/td>\n<\/tr>\n<tr>\n<td><strong>Step 2: Funnel Audit<\/strong><\/td>\n<td>Find where attribution drops off<\/td>\n<td>Page View Filter &gt; Touchpoint Toggle <a href=\"https:\/\/docs.segmetrics.io\/article\/240-understanding-attribution-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[4]<\/sup><\/a><\/td>\n<\/tr>\n<tr>\n<td><strong>Step 3: Campaign QA<\/strong><\/td>\n<td>Catch naming inconsistencies or missing tags<\/td>\n<td>New Leads Report &gt; UTM Campaign Table <a href=\"https:\/\/docs.segmetrics.io\/article\/40-how-to-track-and-report-on-utm-parameters-in-segmetrics\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[6]<\/sup><\/a><\/td>\n<\/tr>\n<tr>\n<td><strong>Step 4: Revenue Check<\/strong><\/td>\n<td>Ensure top sources aren\u2019t misattributed<\/td>\n<td>Revenue Report &gt; Lead Value Metric <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a><\/td>\n<\/tr>\n<tr>\n<td><strong>Step 5: Fix &amp; Test<\/strong><\/td>\n<td>Validate fixes with live link testing<\/td>\n<td>Debug Tracking Pixel Tool <a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>This process doesn\u2019t require a dedicated data team &#8211; just <strong>15 minutes of focus<\/strong> each week. By staying on top of these small checks, you prevent Direct\/Unknown traffic from becoming a constant headache. Over time, this routine helps you build a cleaner, more reliable attribution system that keeps your data on track.<\/p>\n<h2 id=\"how-to-build-a-link-hygiene-system\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">How to Build a Link Hygiene System<\/h2>\n<p>A solid link hygiene system helps prevent problems before they arise &#8211; no need for fancy software or a large team, just clear guidelines and someone to oversee the process. By maintaining strict link hygiene, you can avoid attribution errors from the start.<\/p>\n<h3 id=\"required-utm-parameters-for-every-link\" tabindex=\"-1\">Required UTM Parameters for Every Link<\/h3>\n<p>Every marketing link should include <strong>Source<\/strong>, <strong>Medium<\/strong>, and <strong>Campaign<\/strong> to track performance effectively <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a>. Here&#8217;s how they work:<\/p>\n<ul>\n<li> <strong>Source<\/strong> identifies the platform, such as <code>utm_source=facebook<\/code> or <code>utm_source=newsletter<\/code>. <\/li>\n<li> <strong>Medium<\/strong> specifies the channel type, like <code>utm_medium=social<\/code> or <code>utm_medium=email<\/code>. <\/li>\n<li> <strong>Campaign<\/strong> groups content under a specific initiative, such as <code>utm_campaign=AI-feature-launch<\/code> <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a>. <\/li>\n<\/ul>\n<blockquote>\n<p>&quot;You don&#8217;t need to use ALL of these parameters to follow best (or better) practices. We recommend using the three common parameters on your important marketing links, but using some (or one) UTM parameters is always better than using none.&quot;<\/p>\n<ul>\n<li>Brian, Customer Success Team at SegMetrics <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><\/li>\n<\/ul>\n<\/blockquote>\n<p>Optional parameters like <code>utm_content<\/code> or <code>utm_term<\/code> can add extra details, but they should only be used when absolutely necessary <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a>.<\/p>\n<h3 id=\"naming-rules-and-qa-checks\" tabindex=\"-1\">Naming Rules and QA Checks<\/h3>\n<p>Consistency is key when naming UTM parameters. Stick to lowercase letters since analytics tools treat different cases as separate sources <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>. Use hyphens to separate words for better readability, like <code>utm_campaign=summer-sale-2026<\/code> <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a>.<\/p>\n<blockquote>\n<p>&quot;Manually adding UTM tags can introduce errors &#8211; like if you call the source Facebook one time and FACEBOOK another time. Some tools are case-sensitive and record those as separate, unique sources, introducing confusion into your marketing analysis.&quot;<\/p>\n<ul>\n<li>Ryan Johnson, Content Strategist, SegMetrics <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><\/li>\n<\/ul>\n<\/blockquote>\n<p>To avoid these issues, use tools like the SegMetrics Tracking Link builder, which ensures all required fields are correctly filled out and minimizes typos <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a>. Before launching a campaign, paste the final URL into the Debug Tracking Pixel tool (found in Site Setup) to confirm all parameters are functioning as they should <a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a>.<\/p>\n<p>One golden rule: <strong>never use UTM parameters on internal links<\/strong> (e.g., linking from your homepage to a sales page). Doing so triggers new sessions and disrupts your original attribution data <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>.<\/p>\n<p>By following these naming rules and performing regular QA checks, you can ensure that your data remains accurate and reliable for weekly audits.<\/p>\n<h3 id=\"who-owns-attribution-audits\" tabindex=\"-1\">Who Owns Attribution Audits<\/h3>\n<p>Assigning a single owner for attribution audits is critical &#8211; this role typically falls to the founder or growth lead <a href=\"https:\/\/www.salesgenie.com\/blog\/top-data-hygiene-best-practices\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[9]<\/sup><\/a><a href=\"https:\/\/www.linkedin.com\/pulse\/10-data-hygiene-best-practices-keep-your-clean-porchgroupmedia-8owre\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[10]<\/sup><\/a>. In smaller businesses, the CEO often takes charge, while larger companies may delegate this responsibility to the CIO or Chief Data Officer <a href=\"https:\/\/pipeline.zoominfo.com\/marketing\/data-hygiene-best-practices\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[11]<\/sup><\/a>. Whoever takes on this role needs the authority to enforce standards and hold the team accountable.<\/p>\n<blockquote>\n<p>&quot;Data hygiene starts at the top. B2B business leaders need to make clean data a top priority and equip their sales and marketing teams with the data-driven tools they need to succeed.&quot;<\/p>\n<ul>\n<li>Content Marketing Management, <a href=\"https:\/\/www.zoominfo.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">ZoomInfo<\/a> <a href=\"https:\/\/pipeline.zoominfo.com\/marketing\/data-hygiene-best-practices\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[11]<\/sup><\/a><\/li>\n<\/ul>\n<\/blockquote>\n<p>This person should handle the 15-minute weekly audit, apply fixes as needed, and maintain an <strong>Attribution Fix Log<\/strong>. They should also manage a shared &quot;Tracking Links&quot; sheet, complete with approved UTM values and dropdown options for consistent terminology <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a>.<\/p>\n<p>For larger teams, consider forming a cross-functional data stewardship council with members from marketing, sales, and analytics. This ensures that everyone stays aligned on the same standards <a href=\"https:\/\/improvado.io\/blog\/data-hygiene-guide\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[8]<\/sup><\/a><a href=\"https:\/\/www.salesgenie.com\/blog\/top-data-hygiene-best-practices\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[9]<\/sup><\/a>.<\/p>\n<h2 id=\"conclusion-clean-attribution-leads-to-better-decisions\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">Conclusion: Clean Attribution Leads to Better Decisions<\/h2>\n<h3 id=\"clear-data-starts-with-regular-audits\" tabindex=\"-1\">Clear Data Starts with Regular Audits<\/h3>\n<p>Spending just 15 minutes a week on attribution audits can transform unclear metrics into reliable data your team can trust <a href=\"https:\/\/segmetrics.io\/features\/ad-attribution\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[3]<\/sup><\/a>. By reducing Direct and Unknown traffic, you can avoid wasting ad dollars on clicks that don\u2019t convert <a href=\"https:\/\/segmetrics.io\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[1]<\/sup><\/a>. This allows you to determine Lead Value more accurately and allocate your budget to channels that deliver, all while maintaining a strong ROI <a href=\"https:\/\/docs.segmetrics.io\/article\/37-tracking-sources-in-segmetrics-utmsource-values\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[5]<\/sup><\/a>.<\/p>\n<p>When attribution is accurate, ad platforms can focus on signals that actually drive revenue <a href=\"https:\/\/segmetrics.io\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[1]<\/sup><\/a><a href=\"https:\/\/segmetrics.io\/features\/ad-attribution\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[3]<\/sup><\/a>. SegMetrics, which tracks over $30 billion in annual revenue and has analyzed more than 500 million leads, shows how fixing attribution leaks can significantly lower <a href=\"https:\/\/www.data-mania.com\/blog\/calculate-customer-acquisition-cost-a-startup-guide\/\" style=\"display: inline;\">customer acquisition costs<\/a> <a href=\"https:\/\/segmetrics.io\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[1]<\/sup><\/a>. The result? Tangible savings and better resource allocation.<\/p>\n<blockquote>\n<p>&quot;It&#8217;s not enough for us to just track our ads right after the first click because someone may convert 6 months later. SegMetrics has made a huge difference in our ability to track what we are actually getting from our paid ads.&quot;<\/p>\n<ul>\n<li>Brendan Dubbels, Senior Partner Manager, <a href=\"https:\/\/ontraport.com\/\" target=\"_blank\" rel=\"nofollow noopener noreferrer\" style=\"display: inline;\">Ontraport<\/a> <a href=\"https:\/\/segmetrics.io\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[1]<\/sup><\/a><\/li>\n<\/ul>\n<\/blockquote>\n<p>These steps pave the way for smarter, data-driven decisions.<\/p>\n<h3 id=\"build-your-attribution-system-today\" tabindex=\"-1\">Build Your Attribution System Today<\/h3>\n<p>Start with a simple 15-minute attribution audit to unlock these benefits. Use the Attribution Fix Log template to document issues and track progress over time. Standardize your UTM parameters with the SegMetrics Tracking Link builder to avoid case-sensitivity errors <a href=\"https:\/\/segmetrics.io\/articles\/utm-essentials\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[2]<\/sup><\/a><a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a>, and double-check everything using the Debug Tracking Pixel tool before launching new campaigns <a href=\"https:\/\/docs.segmetrics.io\/article\/79-tracking-links-url-builders\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[7]<\/sup><\/a>.<\/p>\n<p>With clean attribution as your foundation, you can confidently make decisions that drive growth. Take advantage of our UTM naming schema and audit checklist during your 14-day free trial <a href=\"https:\/\/segmetrics.io\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[1]<\/sup><\/a><a href=\"https:\/\/segmetrics.io\/features\/ad-attribution\" target=\"_blank\" style=\"display: inline;\" rel=\"nofollow noopener noreferrer\"><sup>[3]<\/sup><\/a>. Begin your weekly audits, log fixes, and ensure consistent UTMs with SegMetrics tools for clear, actionable insights.<\/p>\n<h2 id=\"faqs\" tabindex=\"-1\" class=\"sb h2-sbb-cls\">FAQs<\/h2>\n<h3 id=\"how-can-utm-parameters-help-reduce-direct-and-unknown-traffic-in-attribution-reports\" tabindex=\"-1\" data-faq-q>How can UTM parameters help reduce Direct and Unknown traffic in attribution reports?<\/h3>\n<p>UTM parameters are essential for cutting down on Direct and Unknown traffic by ensuring each link is tagged with crucial details like <strong>source<\/strong>, <strong>medium<\/strong>, and <strong>campaign<\/strong>. This kind of detailed tagging enables attribution tools to pinpoint exactly where your traffic and conversions originate, closing the gaps caused by incomplete or inconsistent tracking.<\/p>\n<p>When UTMs are missing, links often lose vital tracking data during redirects, app transitions, or manual sharing, leading to traffic that can&#8217;t be attributed. By applying UTMs consistently, you can achieve a clearer view of how each channel is performing, empowering you to make more informed decisions for scaling based on dependable data.<\/p>\n<h3 id=\"what-are-the-most-common-mistakes-that-cause-broken-attribution-in-marketing-data\" tabindex=\"-1\" data-faq-q>What are the most common mistakes that cause broken attribution in marketing data?<\/h3>\n<p>Broken attribution often stems from missing or misconfigured tracking parameters and disconnected systems. For instance, neglecting to add <strong>UTM parameters<\/strong> to high-intent links can cause traffic to be lumped into the <strong>Direct<\/strong> category rather than being attributed to its true source. Similarly, inconsistent naming conventions &#8211; like using &quot;linkedin&quot; in one instance and &quot;LinkedIn&quot; in another for <code>utm_source<\/code> &#8211; can fragment your data, making it harder to track accurately.<\/p>\n<p>Other culprits include link shorteners stripping away UTM parameters, redirect chains that lose referrer data, and cross-domain tracking failures. Offline links or manually shared URLs without proper tracking can also create major gaps in your attribution. To address these issues, it\u2019s crucial to maintain good link hygiene: enforce UTM standards, stick to clear and consistent naming practices, and routinely audit your source data. These steps ensure your attribution data remains reliable, allowing you to make smarter decisions for growth.<\/p>\n<h3 id=\"how-do-i-maintain-consistent-utm-naming-conventions-for-my-campaigns\" tabindex=\"-1\" data-faq-q>How do I maintain consistent UTM naming conventions for my campaigns?<\/h3>\n<p>Maintaining consistent UTM naming conventions requires setting up a clear system with defined rules. Stick to <strong>lowercase letters<\/strong>, <strong>hyphens<\/strong>, and standardized terms to prevent inconsistencies. Assign a specific person &#8211; such as a founder or growth lead &#8211; to manage the process and ensure all links adhere to these guidelines.<\/p>\n<p>A practical way to streamline this is by using a shared spreadsheet with dropdown menus for UTM parameters. Regular audits of your campaigns can help identify and fix any deviations. This approach keeps your data organized and ensures your attribution insights remain accurate.<\/p>\n<h2>Related Blog Posts<\/h2>\n<ul>\n<li><a href=\"\/blog\/how-to-choose-cross-channel-attribution-tools-for-b2b\/\" style=\"display: inline;\">How to Choose Cross-Channel Attribution Tools for B2B<\/a><\/li>\n<li><a href=\"\/blog\/how-to-choose-cross-channel-attribution-tools-for-maximum-impact\/\" style=\"display: inline;\">How to Choose Cross-Channel Attribution Tools for Maximum Impact<\/a><\/li>\n<li><a href=\"\/blog\/the-role-of-data-science-in-marketing-attribution-models\/\" style=\"display: inline;\">The Role of Data Science in Marketing Attribution Models<\/a><\/li>\n<li><a href=\"\/blog\/5-steps-to-build-custom-attribution-models\/\" style=\"display: inline;\">5 Steps to Build Custom Attribution Models<\/a><\/li>\n<\/ul>\n<p><script async type=\"text\/javascript\" src=\"https:\/\/app.seobotai.com\/banner\/banner.js?id=697b145912006df3519e9542\"><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Stop misattributed Direct\/Unknown traffic with a 15-minute weekly SegMetrics audit. One attriibution tool to fix UTMs, pixels, redirects, and CRM mapping to restore accurate attribution.<\/p>\n","protected":false},"author":4,"featured_media":19798,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_wp_convertkit_post_meta":{"form":"-1","landing_page":"","tag":"","restrict_content":""},"footnotes":"","_links_to":"","_links_to_target":""},"categories":[845,582],"tags":[],"class_list":["post-19799","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-gtm-engineering","category-startups"],"_links":{"self":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/19799","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/comments?post=19799"}],"version-history":[{"count":2,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/19799\/revisions"}],"predecessor-version":[{"id":19997,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/posts\/19799\/revisions\/19997"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media\/19798"}],"wp:attachment":[{"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/media?parent=19799"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/categories?post=19799"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.data-mania.com\/blog\/wp-json\/wp\/v2\/tags?post=19799"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}