{"id":45047,"date":"2022-11-26T21:26:20","date_gmt":"2022-11-26T21:26:20","guid":{"rendered":"https:\/\/www.arimetrics.com\/glosario-digital\/mql"},"modified":"2026-10-01T07:20:53","modified_gmt":"2026-10-01T07:20:53","slug":"mql","status":"publish","type":"encyclopedia","link":"https:\/\/www.arimetrics.com\/en\/digital-glossary\/mql","title":{"rendered":"MQL"},"content":{"rendered":"<p><img decoding=\"async\" class=\"boxpad alignright wp-image-45120 size-full\" src=\"https:\/\/www.arimetrics.com\/wp-content\/uploads\/2022\/12\/mql.jpg\" alt=\"MQL\" width=\"300\" height=\"300\" srcset=\"https:\/\/www.arimetrics.com\/wp-content\/uploads\/2022\/12\/mql.jpg 300w, https:\/\/www.arimetrics.com\/wp-content\/uploads\/2022\/12\/mql-150x150.jpg 150w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><strong>Definition:<\/strong><\/p>\n<p><strong>MQL<\/strong> stands for Marketing Qualified Lead, a lead that meets criteria agreed by marketing for considering the contact relevant and sufficiently interested in an offering. Qualification may combine profile characteristics, behaviour, source, and data quality.<\/p>\n<p>An MQL is not necessarily a sales opportunity or someone ready to speak with the sales team. It represents a <strong>marketing priority<\/strong> that warrants further evaluation, nurturing, or follow-up before moving into a sales stage.<\/p>\n\n<h2>Criteria for identifying an MQL<\/h2>\n<p>Each organisation defines which combination of fit and interest is significant for its process. A single download or email open does not automatically turn a <a href=\"https:\/\/www.arimetrics.com\/en\/digital-glossary\/lead\">lead<\/a> into an MQL. Classification requires a <strong>documented threshold<\/strong> and signals consistent with the way the product or service is purchased.<\/p>\n<p>Criteria are commonly grouped into several dimensions:<\/p>\n<ul>\n<li><strong>Profile fit:<\/strong> Industry, company size, location, professional role, or other characteristics related to the intended audience.<\/li>\n<li><strong>Relevant engagement:<\/strong> Visits to key pages, repeated content consumption, or responses to campaigns linked to a specific need.<\/li>\n<li><strong>Intent signals:<\/strong> Viewing prices, comparing solutions, registering for a demonstration, or requesting information.<\/li>\n<li><strong>Data quality:<\/strong> Verifiable identity, sufficient information, applicable consent, and no duplicate or false records.<\/li>\n<li><strong>Exclusion criteria:<\/strong> Existing customers, students, suppliers, competitors, or profiles outside the defined market when they are not part of the objective.<\/li>\n<\/ul>\n<p>The profile may be compared with a <a href=\"https:\/\/www.arimetrics.com\/en\/digital-glossary\/buyer-persona\">buyer persona<\/a>, although the two categories are not equivalent. A buyer persona describes an audience pattern; an MQL is a specific contact that has reached an <strong>operational qualification<\/strong>.<\/p>\n<h2>How an MQL progresses<\/h2>\n<p>MQL status usually appears after the contact has been captured and recorded, but its exact position depends on the company&#8217;s model. Marketing may continue <a href=\"https:\/\/www.arimetrics.com\/en\/digital-glossary\/lead-nurturing\">lead nurturing<\/a>, request more information, or review the case manually before handing it to sales. A transfer should not occur solely because a <strong>score threshold<\/strong> has been reached.<\/p>\n<p>In automated processes, interactions may feed a <a href=\"https:\/\/www.arimetrics.com\/en\/digital-glossary\/lead-scoring\">lead scoring<\/a> system. The threshold helps prioritise contacts, but it does not replace <strong>business rules<\/strong> or guarantee buying intent. Models based only on activity may overvalue highly active users who do not fit the offering.<\/p>\n<p>An MQL can also move backwards or be put on hold. If the record becomes stale, the person changes company, engagement stops, or the contact does not meet the criteria, it may return to nurturing or be disqualified. The category describes a <strong>reviewable status<\/strong>, not a permanent property of the contact.<\/p>\n<h2>Differences between MQL and SQL<\/h2>\n<p>An SQL, or Sales Qualified Lead, has passed a sales assessment and meets sufficient conditions to begin or continue a sales conversation. An MQL is based mainly on criteria managed by marketing; an SQL adds <strong>sales validation<\/strong> of need, fit, ability, or purchase timing, depending on the method used.<\/p>\n<p>The boundary requires a <strong>shared agreement<\/strong> between both teams. Not every MQL becomes an SQL, and not every SQL has to follow the same journey. A demonstration request with complete information may move quickly to sales, whereas a newsletter subscription normally requires more context.<\/p>\n<p>An unqualified lead should not be called an SQL either. SQL means Sales Qualified Lead, not an unqualified contact. A completed purchase normally belongs to a customer, so treating it as an MQL example mixes <strong>different stages<\/strong> of the lifecycle.<\/p>\n<h2>Measuring the quality of MQLs<\/h2>\n<p>MQL volume alone cannot show whether the model is effective. A low threshold may increase quantity while sending poorly matched contacts to sales. Evaluation should examine <strong>subsequent progression<\/strong> and compare results across equivalent sources, campaigns, and periods.<\/p>\n<p>Useful indicators include the following:<\/p>\n<ul>\n<li><strong>Sales acceptance:<\/strong> The proportion of MQLs that sales accepts for review or follow-up.<\/li>\n<li><strong>SQL conversion:<\/strong> The percentage that later meets the sales qualification criteria.<\/li>\n<li><strong>Progression time:<\/strong> The interval between MQL classification and the next status change.<\/li>\n<li><strong>Recycling or rejection:<\/strong> The reasons contacts return to nurturing or are excluded.<\/li>\n<li><strong>Results by source:<\/strong> Quality differences across channels, content, forms, or campaigns.<\/li>\n<\/ul>\n<p>Analysis requires stable definitions and correctly recorded statuses in the <a href=\"https:\/\/www.arimetrics.com\/en\/digital-glossary\/crm\">CRM<\/a>. If marketing and sales change criteria without retaining their date or version, historical comparisons lose <strong>consistency<\/strong>.<\/p>\n<h2>Managing the qualification model<\/h2>\n<p>The MQL definition should form part of an operating agreement between marketing and sales. It should specify who maintains the criteria, which data is used, when reviews take place, and which action follows each result. <a href=\"https:\/\/www.arimetrics.com\/en\/digital-glossary\/marketing-automation\">Marketing automation<\/a> may execute these rules, but responsibility remains <strong>organisational<\/strong>.<\/p>\n<p>A periodic review can follow this process:<\/p>\n<ol>\n<li><strong>Define the objective:<\/strong> Relate qualification to a specific product, market, and journey.<\/li>\n<li><strong>Select signals:<\/strong> Choose profile and behavioural data with a demonstrable relationship to progression.<\/li>\n<li><strong>Agree the threshold:<\/strong> Document entry, exclusion, recycling, and handover conditions.<\/li>\n<li><strong>Collect feedback:<\/strong> Incorporate the reasons for acceptance and rejection reported by sales.<\/li>\n<li><strong>Recalibrate the model:<\/strong> Adjust weights and rules when observed quality moves away from the objective.<\/li>\n<\/ol>\n<p>The data used must be collected and retained in accordance with applicable privacy obligations. A useful model prioritises contacts without treating every interaction as a promise to buy and maintains <strong>clear traceability<\/strong> of why the category was assigned.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Definition: MQL stands for Marketing Qualified Lead, a lead that meets criteria agreed by marketing for considering the contact relevant and sufficiently interested in an offering. Qualification may combine profile characteristics, behaviour, source, and data quality. An MQL is not necessarily a sales opportunity or someone ready to speak with the sales team. It represents [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"template":"","encyclopedia-tag":[1317],"class_list":["post-45047","encyclopedia","type-encyclopedia","status-publish","hentry","encyclopedia-tag-lead-acquisition"],"_links":{"self":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/encyclopedia\/45047","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/encyclopedia"}],"about":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/types\/encyclopedia"}],"author":[{"embeddable":true,"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/users\/6"}],"wp:attachment":[{"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/media?parent=45047"}],"wp:term":[{"taxonomy":"encyclopedia-tag","embeddable":true,"href":"https:\/\/www.arimetrics.com\/en\/wp-json\/wp\/v2\/encyclopedia-tag?post=45047"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}