{"id":66251,"date":"2025-02-17T18:10:42","date_gmt":"2025-02-17T18:10:42","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2025\/02\/17\/what-it-is-and-how-to-use-it-examples\/"},"modified":"2025-02-17T18:11:57","modified_gmt":"2025-02-17T18:11:57","slug":"what-it-is-and-how-to-use-it-examples","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2025\/02\/17\/what-it-is-and-how-to-use-it-examples\/","title":{"rendered":"What It Is and How to Use It [+ Examples]"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\"  width=\"601\" height=\"201\"><\/a>\n<\/p>\n<div id=\"hs_cos_wrapper_post_body\">\n<p>I\u2019ve labored in digital advertising and marketing for over ten years and at all times search for methods to enhance my advertising and marketing evaluation and reporting. Having labored in main digital companies and my very own multi-channel company, media combine modeling (MMM) is paramount in my work.<\/p>\n<div class=\"blog-post-body-featured-image\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=595&amp;height=400&amp;name=media-mix-modeling-1-20250216-2505933.webp\" alt=\"woman doing media mix modeling\" width=\"595\" height=\"400\" data-srcset=\"https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=298&amp;height=200&amp;name=media-mix-modeling-1-20250216-2505933.webp 298w, https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=595&amp;height=400&amp;name=media-mix-modeling-1-20250216-2505933.webp 595w, https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=893&amp;height=600&amp;name=media-mix-modeling-1-20250216-2505933.webp 893w, https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=1190&amp;height=800&amp;name=media-mix-modeling-1-20250216-2505933.webp 1190w, https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=1488&amp;height=1000&amp;name=media-mix-modeling-1-20250216-2505933.webp 1488w, https:\/\/knowledge.hubspot.com\/hs-fs\/hubfs\/media-mix-modeling-1-20250216-2505933.webp?width=1785&amp;height=1200&amp;name=media-mix-modeling-1-20250216-2505933.webp 1785w\" data-sizes=\"auto, (max-width: 595px) 100vw, 595px\"\/><\/div>\n<p>I co-founded an web optimization and PPC company with Leigh Buttrey, and we&#8217;re devoted to multi-channel advertising and marketing. She runs PPC, I run web optimization, and we each know our work impacts the opposite. We additionally work intently with inner groups who&#8217;ve many different channels inside their advertising and marketing media equipment.<\/p>\n<p><!--HubSpot Call-to-Action Code --><span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-8ba68133-b408-456b-a531-171a91d2b38e\"><span class=\"hs-cta-node hs-cta-8ba68133-b408-456b-a531-171a91d2b38e\" id=\"hs-cta-8ba68133-b408-456b-a531-171a91d2b38e\"><!--[if lte IE 8]>\n\n<div id=\"hs-cta-ie-element\"><\/div>\n\n<![endif]--><a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/53\/8ba68133-b408-456b-a531-171a91d2b38e\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-8ba68133-b408-456b-a531-171a91d2b38e\" style=\"border-width:0px;margin: 0 auto; display: block; margin-top: 20px; margin-bottom: 20px\" height=\"59\" width=\"389\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/53\/8ba68133-b408-456b-a531-171a91d2b38e.png\" alt=\"Access Now: Free Media Planning Template\" align=\"middle\"\/><\/a><\/span><\/span><!-- end HubSpot Call-to-Action Code --><\/p>\n<p>On the subject of advertising and marketing, I\u2019m positive we are able to all agree that an omnichannel method is finest.<\/p>\n<p>The problem? Effectively, that\u2019s within the evaluation. Everyone knows patrons not often convert thanks to 1 media, however which media drives outcomes?<\/p>\n<p>Effectively, that\u2019s the place media combine modeling comes into play.<\/p>\n<p>On this article, I discover media combine modeling (MMM), beginning with its definition, framework, and examples of MMM in motion. I reached out to entrepreneurs, gross sales professionals, and enterprise house owners utilizing MMM of their advertising and marketing analyses. They share real-life anecdotes and suggestions that will help you really feel assured about MMM.<\/p>\n<p>Let\u2019s get began.<\/p>\n<p><strong>Desk of Contents<\/strong><\/p>\n<p><a id=\"what-is-media-mix-modeling\" data-hs-anchor=\"true\"\/><\/p>\n<div class=\"hsg-featured-snippet\">\n<div class=\"hsg-featured-snippet__wrapper\">\n<h2>What&#8217;s media combine modeling?<\/h2>\n<div class=\"hsg-featured-snippet__wrapper--content\" data-type=\"paragraph\">\n<p>Media combine modeling (MMM) is a statistical evaluation method used to measure the influence of promoting efforts throughout channels. Its major function is to take entrepreneurs from analyzing ends in silos and as a substitute perceive the mixed efforts of various channels of their media combine, in addition to the precise enter from channels on a person foundation.<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/div>\n<p>In case you perceive how your channels are \u201cenjoying\u201d collectively and the way impactful every channel is, you possibly can optimize your <a href=\"https:\/\/blog.hubspot.com\/marketing\/media-planning\" rel=\"noopener\" target=\"_blank\">media planning<\/a>. For instance, you&#8217;ll higher perceive which channels to speculate extra closely in and for what function.<\/p>\n<p>Keep tuned \u2014 later, I\u2019ll share some real-life examples of how MMM has remodeled a enterprise&#8217;s method to advertising and marketing.<\/p>\n<p><a id=\"media-mix-modeling-in-marketing\" data-hs-anchor=\"true\"\/><\/p>\n<h2>Media Combine Modeling in Advertising and marketing<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/knowledge.hubspot.com\/hubfs\/media-mix-modeling-2-20250216-4383713.webp\" style=\"margin-left: auto; margin-right: auto; display: block; width: 650px; height: auto; max-width: 100%;\" title=\"\" loading=\"lazy\" alt=\"infographic shows the 4-step process that marketers take to use mmm successfully.\"\/><\/p>\n<p style=\"text-align: center; font-size: 12px;\"><em><a href=\"https:\/\/www.woopra.com\/blog\/marketing-mix-modeling\" rel=\"noopener\" target=\"_blank\">Source<\/a><\/em><\/p>\n<p>Media combine modeling is a marketer&#8217;s finest good friend \u2014 although it\u2019s no small feat to arrange. You need numerous clear information, ideally spanning years.<\/p>\n<p>MMM makes use of historic information to determine and quantify the connection between advertising and marketing channels and their influence on enterprise targets like conversion or income. That is the place it differs significantly from different fashions.<\/p>\n<p>Final-touch attribution fashions, for instance, solely contemplate the final advertising and marketing channel that resulted in a sale, whereas first-touch attribution does the other.<\/p>\n<p>I really feel that almost all entrepreneurs are comfortable to say that gross sales not often come from one channel alone, and every media performs a job.<\/p>\n<p>With media combine modeling, entrepreneurs can predict future efficiency, which helps them make advertising and marketing selections corresponding to allocating budgets.<\/p>\n<p>With MMM, markers can:<\/p>\n<ul>\n<li>Collect historic information on issues like advertising and marketing spend, gross sales, developments, and many others.<\/li>\n<li>Develop a statistical mannequin that explains the connection between advertising and marketing actions and enterprise outcomes.<\/li>\n<li>Interpret outcomes to grasp the effectiveness of every advertising and marketing channel.<\/li>\n<li>Use insights to reallocate price range and sources for max ROI.<\/li>\n<li>Predict future efficiency based mostly on totally different advertising and marketing situations.<\/li>\n<\/ul>\n<p><strong>For my part, the first worth of MMM lies within the information.<\/strong> As a substitute of constructing selections based mostly on intestine emotions, you possibly can quantify a channel&#8217;s function in advertising and marketing. Additionally, you&#8217;ll transfer away from siloed channel metrics to assist make wider data-driven selections with the whole image of promoting\u2019s efficiency.<\/p>\n<p><a id=\"media-mix-modeling-framework\" data-hs-anchor=\"true\"\/><\/p>\n<h2>Media Combine Modeling Framework<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/knowledge.hubspot.com\/hubfs\/media-mix-modeling-3-20250216-1938165.webp\" style=\"margin-left: auto; margin-right: auto; display: block; width: 650px; height: auto; max-width: 100%;\" title=\"\" loading=\"lazy\" alt=\"infographic shows the data points that are used in mmm.\"\/><\/p>\n<p style=\"text-align: center; font-size: 12px;\"><em><a href=\"https:\/\/www.ruleranalytics.com\/blog\/analytics\/marketing-mix-modelling\/\" rel=\"noopener\" target=\"_blank\">Source<\/a><\/em><\/p>\n<p>The media combine mannequin framework consists of six steps.<\/p>\n<ol start=\"1\">\n<li><strong>Information assortment<\/strong> depends on high-quality, longitudinal information from numerous sources and advertising and marketing channels. As pictured above, this might embrace gross sales, advertising and marketing spend, shoppers, product, financial, and competitor information.<\/li>\n<li><strong>Information hygiene<\/strong> is as simple because it sounds, however it&#8217;s time-consuming and a extremely essential step. It consists of cleansing and pulling the info right into a unified dataset prepared for evaluation. In case you don\u2019t get this proper, you received\u2019t get correct information output. Spend your time right here.<\/li>\n<li><strong>Mannequin improvement <\/strong>typically depends upon machine studying fashions that will help you perceive the connection between advertising and marketing inputs and enterprise outcomes.<\/li>\n<li><strong>Evaluation <\/strong>is finest finished with some human intervention. AI can do numerous evaluation and is superb for analyzing massive information units, however advertising and marketing could be very nuanced, and a human overview of AI findings is crucial.<\/li>\n<li><strong>Optimization<\/strong> varies largely on the insights gained, however along with your new data-driven insights, you possibly can optimize your advertising and marketing and price range allocation for future campaigns.<\/li>\n<li><strong>Forecasting<\/strong> is because it sounds. Now that you&#8217;ve information, you possibly can predict the potential outcomes of various advertising and marketing situations, create hypotheses, check them, and reiterate them till your advertising and marketing leads exactly to your required end result.<\/li>\n<\/ol>\n<p><a id=\"media-mix-modeling-examples\" data-hs-anchor=\"true\"\/><\/p>\n<h2>Media Combine Modeling Examples<\/h2>\n<p>The easiest way to listen to about MMM and its influence is thru real-life examples. I used to be thrilled with the superb insights obtained from the entrepreneurs beneath.<\/p>\n<h3>Spot Synergies Between Channels<\/h3>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/aaronwhittakerthrive\/\" rel=\"noopener\" target=\"_blank\">Aaron Whittaker<\/a> is the vp of demand era at <a href=\"https:\/\/thriveagency.com\/\" rel=\"noopener\" target=\"_blank\">Thrive Internet Marketing<\/a>. When requested in regards to the worth of MMM, Whittaker mentioned it had \u201cremodeled how we allocate advertising and marketing budgets and measure cross-channel influence.\u201d<\/p>\n<p>One significantly worthwhile software Whittaker discovered was recognizing synergies between channels. On this strong use case, Whittaker explains, \u201cWhen analyzing a retail shopper&#8217;s vacation marketing campaign efficiency, as a substitute of  channels in isolation, our MMM revealed surprising synergies between radio promoting and social media.<\/p>\n<p>We found that radio advertisements throughout morning commute instances amplified social media engagement by 25% within the following hours \u2013 an perception that would not have been seen via conventional attribution fashions.\u201d<\/p>\n<p><strong>What I like about this:<\/strong> Advertising and marketing attribution is an enormous problem for any enterprise, and with out MMM, it\u2019s very straightforward to overlook the worth that, on this case, radio added. It might be straightforward to imagine that social media visits, follows, engagement, and many others., have been up. What usually occurs is that efforts are utterly attributed to social media, however the actuality is that radio has a job to play right here.<\/p>\n<p>With this info, you possibly can higher rationalize why radio is part of the media combine. Higher, you possibly can goal the radio media on the proper time (within the morning, when it\u2019s proving efficient).<\/p>\n<p><strong>Professional tip:<\/strong> In case you\u2019re working in your advertisements, struggling to get the outcomes you need, or have proof (due to MMM!) that advertisements are working for you, then check out HubSpot\u2019s <a href=\"https:\/\/offers.hubspot.com\/paid-media-template\" rel=\"noopener\" target=\"_blank\">paid media template<\/a>. It makes mild work of organizing your media planning and media shopping for.<\/p>\n<h3>Quantify Lengthy-Time period Model-Constructing<\/h3>\n<p>Whittaker offered many examples for MMM. Selecting which of them to incorporate on this article was a problem! I needed to embrace the worth of long-term brand-building and the way MMM can assist quantify its function.<\/p>\n<p>On brand-building, Whittaker says, \u201cWhat&#8217;s fascinating is how MMM helps quantify long-term brand-building actions. We discovered that podcast sponsorships confirmed minimal quick ROI, however our modeling revealed they contributed considerably to decreasing buyer acquisition prices throughout different channels over six months. This perception helped justify continued funding in model consciousness channels.\u201d<\/p>\n<p><strong>What I like about this:<\/strong> Just like the purpose above, I actually like how MMM helps justify advertising and marketing efforts which may in any other case go unnoticed. It&#8217;s true that if a channel doesn\u2019t lead to quick ROI, it turns into \u201cuntrackable\u201d utilizing the last-touch attribution mannequin, however with MMM, you possibly can see how these media work for your small business.<\/p>\n<h3>Perceive the Crossover Between On-line and Offline Media Exercise<\/h3>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/peter-o-callaghan-03367b90\/\" rel=\"noopener\" target=\"_blank\">Peter O&#8217;Callaghan<\/a>, head of promoting at <a href=\"https:\/\/www.scrapingbee.com\/\" rel=\"noopener\" target=\"_blank\">ScrapingBee<\/a>, has discovered essentially the most worth utilizing MMM to uncover regional developments. O\u2019Callaghan describes MMM as transformational.<\/p>\n<p>He says it helps \u201cAllocate budgets, refine messaging, and determine progress alternatives. It\u2019s a strong software for predicting the place to speculate and the place to tug again.\u201d<\/p>\n<p>When requested for an instance, O&#8217;Callaghan says, \u201cIt helped us pinpoint California and Texas as hotspots for scraping API demand, contributing 40% of our leads. By reallocating $5,000 to geo-targeted campaigns in these states, we elevated regional engagement by 30% whereas shortening our gross sales cycle by practically two hours per lead. This regional focus continues to form how we method marketing campaign technique.\u201d<\/p>\n<p><a id=\"tips-for-using-media-mix-modeling\" data-hs-anchor=\"true\"\/><\/p>\n<h2>Ideas for Utilizing Media Combine Modeling<\/h2>\n<h3>Tip 1: Begin your evaluation with numerous information.<\/h3>\n<p>Alongside his successful MMM examples, Aaron Whittaker suggested that anybody beginning with MMM evaluation ought to begin with \u201cat the least 18 to 24 months of knowledge.\u201d<\/p>\n<p>The extra information, the simpler it&#8217;s to identify developments. Whittaker explains, \u201c18-24 months of knowledge [helps] account for seasonal patterns and long-term results. We have discovered that shorter time durations usually result in deceptive conclusions about channel effectiveness.\u201d<\/p>\n<p>Whittaker has one other MMM instance that demonstrates the worth of knowledge superbly.<\/p>\n<p>\u201cA stunning discovery emerged when modeling seasonal impacts. Our evaluation confirmed that the effectiveness of various channels different dramatically by season. Electronic mail advertising and marketing peaked throughout winter months, whereas outside promoting delivered the very best ROI throughout summer time. This led us to develop dynamic price range allocation methods that shift spending based mostly on seasonal effectiveness.\u201d<\/p>\n<p><strong>What I like about this: <\/strong>I\u2019m positive many entrepreneurs studying this are nodding in settlement. Everyone knows that we&#8217;d like information \u2014 and the extra of it, the higher \u2014 to make an acceptable evaluation.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/mailinvest.blog\/wp-content\/themes\/breek\/assets\/images\/transparent.gif\" data-lazy=\"true\" data-src=\"https:\/\/knowledge.hubspot.com\/hubfs\/media-mix-modeling-4-20250216-309317.webp\" style=\"margin-left: auto; margin-right: auto; display: block; width: 650px; height: auto; max-width: 100%;\" title=\"\" loading=\"lazy\" alt=\"tip for using media mix modeling\"\/><\/p>\n<h3>Tip 2: Be sure that your information is clear.<\/h3>\n<p>Peter O&#8217;Callaghan advises that \u201cMMM works finest when you could have clear, measurable objectives. With out outlined outcomes, it\u2019s straightforward to misread the insights and act on incomplete info.\u201d<\/p>\n<p>It\u2019s straightforward to overlook the place your information wants work, however O\u2019Callaghan has some suggestions for this, too.<\/p>\n<ul>\n<li><strong>Be careful for poor segmentation. <\/strong>O&#8217;Callaghan explains that poor segmentation hides worthwhile patterns. He says, \u201cIf the info is simply too generalized, key developments that differentiate consumer teams could be misplaced. Breaking information into smaller, significant segments means that you can perceive the distinctive behaviors and preferences of various audiences.\u201d<\/li>\n<li><strong>Steadiness your evaluation of short-term developments or seasonal spikes. <\/strong>O&#8217;Callaghan cautions about short-term developments and seasonal spikes, explaining, \u201cMMM outputs can often mislead for those who weigh short-term developments too closely. Seasonal spikes or exterior elements can distort outcomes for those who don\u2019t account for them. As an illustration, a one-time site visitors surge led us to overvalue e mail efficiency. Now, we cross-check MMM outcomes with longer-term metrics to make sure a balanced view.\u201d<\/li>\n<\/ul>\n<p><strong>What I like about this: <\/strong>This can be a sentiment we\u2019ve heard earlier on this article. I like that O\u2019Callaghan recommends cross-checking outcomes with longer-term metrics. This tip aligns completely with Aaron Whittaker&#8217;s tip about beginning MMM with long-term information.<\/p>\n<p><a id=\"get-started-with-media-mix-modeling\" data-hs-anchor=\"true\"\/><\/p>\n<h2>Get Began With Media Combine Modeling<\/h2>\n<p>As a marketer and primarily an web optimization, I do know the worth of media combine modeling. Nonetheless, writing this text and talking to different entrepreneurs, I can see how MMM helps companies make higher advertising and marketing selections. As a substitute of <em>feeling<\/em> like a sure advertising and marketing media is working for you, MMM helps you show it.<\/p>\n<p>So, if you wish to begin with media combine modeling, do it. Simply bear in mind to collect that long-term information, and cross reference short-term findings with long-term developments.<\/p>\n<\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/blog.hubspot.com\/marketing\/media-mix-modeling\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I\u2019ve labored in digital advertising and marketing for over ten years and at all times search for methods to enhance my advertising and marketing evaluation&#8230;<\/p>\n","protected":false},"author":1,"featured_media":66252,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-66251","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What It Is and How to Use It [+ Examples] - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. Tons of people enjoy reading tech blogs on a daily basis.mailinvest.blog tracks all the latest consumer technology breakthroughs and shows you what&#039;s new, what matters and how technology can enrich your life. mailinvest.blog also provides the information, tools, and advice that helps when deciding what to buy.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mailinvest.blog\/index.php\/2025\/02\/17\/what-it-is-and-how-to-use-it-examples\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What It Is and How to Use It [+ Examples] - mailinvest.blog\" \/>\n<meta property=\"og:description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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