{"id":3733,"date":"2023-02-23T10:45:27","date_gmt":"2023-02-23T18:45:27","guid":{"rendered":"https:\/\/heyadvertising.com\/?p=3733"},"modified":"2023-04-25T00:46:16","modified_gmt":"2023-04-25T07:46:16","slug":"attribution-modeling-guide","status":"publish","type":"post","link":"https:\/\/heyadvertising.com\/hey-news\/attribution-modeling-guide\/","title":{"rendered":"Attribution Modeling For Marketers: Ultimate Guide (2023)"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row][vc_column width=&#8221;1\/1&#8243;][vc_row_inner][vc_column_inner][vc_column_text]<\/p>\n<p style=\"text-align: left; font-size: 24px; line-height: 38px;\"><b>Attribution Modeling For Marketers: Ultimate Guide (2023)<\/b><\/p>\n<h3><i><span style=\"font-weight: 400;\">Wondering how to optimize your marketing strategy? Attribution modeling can help! This guide will teach you everything you need to know about this powerful data-driven tool.<\/span><\/i><\/h3>\n<p>[\/vc_column_text]<div class=\"single_image wpb_content_element align-center    \" data-animation=\"none\" data-delay=\"0\"><img decoding=\"async\" width=\"1984\" height=\"1118\" src=\"https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog.png\" class=\"attachment-full\" alt=\"Attribution Modeling\" title=\"Attribution Modeling\" srcset=\"https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog.png 1984w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog-300x169.png 300w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog-1024x577.png 1024w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog-768x433.png 768w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog-1536x866.png 1536w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Attribution_Modeling_Blog-1000x563.png 1000w\" sizes=\"(max-width: 1984px) 100vw, 1984px\" \/><\/div>[vc_column_text]<span style=\"font-weight: 400;\">Marketers are data-obsessed creatures. If there&#8217;s a marketing conundrum to navigate, we&#8217;ll find a way to quantify it. Enter <\/span><b>attribution modeling<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When it&#8217;s time to start ramping up conversions, marketing attribution models are like a treasure map to success. They&#8217;re a powerful data-driven tool for businesses looking to refine their brand and improve their return on investment (ROI).\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ready to take the guesswork out of marketing? Here&#8217;s how to identify which touchpoints are most influential in driving conversions so you can optimize your marketing strategy and get the most out of your marketing dollar.\u00a0<\/span><\/p>\n<h2><b>What is a Marketing Attribution Model?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">When running multiple campaigns, marketing attribution models help measure which channels produce the most value. In addition, an attribution model offers a way to assign credit to one or more marketing actions for any given conversion.\u00a0<\/span><\/p>\n<h2><b>Why Are Attribution Models Important in Marketing?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Take the customer journey for, say, a pizza restaurant.\u00a0<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">A customer first sees an ad for the restaurant on Google while <\/span><a href=\"https:\/\/heyadvertising.com\/hey-news\/organic-search-vs-paid-search-strategy\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">searching their computer<\/span><\/a><span style=\"font-weight: 400;\"> for &#8220;restaurants near me.&#8221; They click the ad to view the offer before heading out to grab dinner elsewhere.\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">The next day, the pizza joint runs a retargeting campaign, which targets an ad featuring images of cheesy, delicious pizza at that user as they scroll through their <\/span><a href=\"https:\/\/heyadvertising.com\/hey-news\/improve-relevance-score-facebook\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Facebook feed<\/span><\/a><span style=\"font-weight: 400;\"> on their phone.\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Later that evening, the user sees a video ad on YouTube, which ultimately leads them to click the ad and place an order on their tablet.\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">In such a case, which touchpoint should receive the credit for the conversion? Should the pizza restaurant dump its entire marketing budget into YouTube ads? What about the other ads that came before it?\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Attribution modeling can help you answer these kinds of questions to better understand what works (and what doesn&#8217;t) when running multiple campaigns simultaneously.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Additionally, you can look forward to benefits such as:\u00a0<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Optimized creative elements\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Improving product functionality\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Micro-targeting and personalization\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Insanely higher ROI<\/span><\/li>\n<\/ul>\n<h2><b>7 Types of Attribution Models All Marketers Should Know<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">There are several attribution models that you can use to understand how customers interact with your brand across different marketing channels. Each has its pros and cons, and the model(s) you use will depend on the complexity of your customer journey and your marketing goals.\u00a0<\/span><\/p>\n<h3><b>First-Touch Model<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">What it is: First-touch attribution gives 100% full credit to the first touchpoint in the customer journey. So in the pizza joint example above, the conversion would be attributed to the Google Ad that initiated the customer journey.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">When to use it: First-touch attribution is quick and easy to set up and perfect for measuring top-of-funnel activities. This model is typically used with activities that <\/span><a href=\"https:\/\/heyadvertising.com\/case-study\/master-builders-association\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">drive brand awareness<\/span><\/a><span style=\"font-weight: 400;\"> and work well for short buying cycles.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Consider this: The first touch model may be straightforward, but it ignores the possibility that other marketing channels may have influenced the conversion. As a result, you may draw inaccurate conclusions about how to design future campaigns.\u00a0<\/span><\/p>\n<h3><b>Last-Touch (Qualified Lead) Model<\/b><\/h3>\n<p><b>What it is: <\/b><span style=\"font-weight: 400;\">Last-touch attribution (sometimes referred to as qualified lead attribution) gives 100% credit to the touchpoint where the conversion actually occurred\u2014in our example, the YouTube ad.\u00a0<\/span><\/p>\n<p><b>When to use it:<\/b><span style=\"font-weight: 400;\"> Last-touch attribution is easy to set up and understand, and it&#8217;s perfect for short customer journeys. It&#8217;s often the default attribution model for most analytics, including<\/span> <a href=\"https:\/\/support.google.com\/searchads\/answer\/6157370?hl=en\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Google Analytics 4<\/span><\/a><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p><b>Consider this:<\/b><span style=\"font-weight: 400;\"> Like the first-touch model, the last-touch is easy to implement. But it may attribute too much to the last touch point without considering the impact of earlier touchpoints, leading marketers to overestimate the final touch&#8217;s ROI.\u00a0<\/span><\/p>\n<h3><b>Linear Attribution Model<\/b><\/h3>\n<p><b>What it is:<\/b><span style=\"font-weight: 400;\"> Linear attribution assigns equal credit to all touchpoints in the customer journey. It&#8217;s often used as a starting point for analyzing customer journeys.\u00a0<\/span><\/p>\n<p><b>When to use it: <\/b><span style=\"font-weight: 400;\">Linear attribution is particularly useful for businesses with multiple touchpoints or channels in the customer journey or when it&#8217;s difficult to attribute the conversion to a specific touchpoint.\u00a0<\/span><\/p>\n<p><b>Consider this:<\/b><span style=\"font-weight: 400;\"> Although this model works well in an omnichannel marketing environment, it may over or underestimate the influence of a single marketing channel. Therefore, it may not be helpful on its own for determining which specific marketing channel has the best performance.\u00a0<\/span><\/p>\n<h3><b>Time Decay Model<\/b><\/h3>\n<p><b>What it is: <\/b><span style=\"font-weight: 400;\">A time decay attribution model assigns more credit to touchpoints that occur closer in time to the conversion and the most weight to the final touchpoint before the conversion.\u00a0<\/span><\/p>\n<p><b>When to use it: <\/b><span style=\"font-weight: 400;\">This model is useful when the business wants to understand the impact of recent marketing efforts and how they influence a customer&#8217;s decision to convert. While slightly more complex than linear, it&#8217;s suitable for understanding longer customer journeys\u2014especially ones that rely on relationship building.<\/span><\/p>\n<p><b>Consider this:<\/b><span style=\"font-weight: 400;\"> While this model works exceptionally well for optimizing the most influential touchpoints, it&#8217;s ineffective for shorter sales cycles.\u00a0<\/span><\/p>\n<h3><b>U-Shaped (Position-Based) Model<\/b><\/h3>\n<p><b>What it is: <\/b><span style=\"font-weight: 400;\">U-shaped, or position-based, attribution gives more credit to both the first (40%) and last (40%) touchpoints in the customer journey while giving less credit to those in the middle (20%).\u00a0<\/span><\/p>\n<p><b>When to use it: <\/b><span style=\"font-weight: 400;\">This model is designed to give more weight to the touchpoints considered most influential in the customer&#8217;s decision-making process, which is helpful for gaining insight into top- and bottom-of-funnel efforts.<\/span><\/p>\n<p><b>Consider this:<\/b><span style=\"font-weight: 400;\"> Indeed, this model works well for businesses with several touchpoints before the conversion. However, it may undervalue the impact of middle-path marketing efforts.\u00a0<\/span><\/p>\n<h3><b>Custom Model\u00a0<\/b><\/h3>\n<p><b>What it is:<\/b><span style=\"font-weight: 400;\"> Attribution modeling can be customized to best fit your business&#8217;s needs. However, like any other marketing solution, attribution models should always be tailored to the company and its goals.\u00a0<\/span><\/p>\n<p><b>When to use it: <\/b><span style=\"font-weight: 400;\">The custom model works well when you have a large amount of data, such as with a complex customer journey that spans multiple channels or an extensive touchpoint funnel.<\/span><\/p>\n<p><b>Consider this:<\/b><span style=\"font-weight: 400;\"> Custom models are best used when the business already understands how each touchpoint contributes to the customer journey. This allows marketers to create an attribution model that accurately reflects the effectiveness of their marketing efforts.\u00a0<\/span><\/p>\n<h2><b>Choosing the Right Attribution Model<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Once you&#8217;re familiar with the different types of attribution models, you must choose the right one for your business. This can be challenging\u2014and gets more complicated with each added touch point.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bear in mind that each attribution model has distinct advantages and disadvantages, and often there&#8217;s no right or wrong answer. Instead, the key is determining which model best aligns with your business&#8217;s unique sales funnel, customer journey, and campaign goals.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">You might consider the following questions when choosing the right attribution model(s) for your business:<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Do you have a long or short buying cycle?\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">What does your sales funnel look like?<\/span><\/li>\n<li><span style=\"font-weight: 400;\">What are your brand and business goals?\u00a0<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Are you looking to optimize your customer journey?<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Are you strategizing how to spend marketing dollars?\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Know your sales funnel and touch points, and choose models that align with your goals.\u00a0<\/span><\/p>\n<h2><b>Using Google Analytics 4 For Attribution Modeling<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">You could spend excessive manual time crunching numbers and creating complicated analytics reports. But efficient marketers turn to professional tools like Google Analytics instead.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Google Analytics 4 allows you to quickly analyze the impact of different marketing channels across devices using one easy-to-use platform.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Using Google Analytics 4 to track marketing attribution models is simple.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">To set up a model:<\/span><\/p>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Go to your Google Analytics property settings page.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Select <\/span><b>Attribution<\/b><span style=\"font-weight: 400;\"> &gt; <\/span><b>Attribution Modeling<\/b><span style=\"font-weight: 400;\">.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Select the type of model you want to create. Google Analytics 4 automatically defaults to the cross-channel data-driven setting.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">(Optional) Add filters and additional dimensions to narrow down the data you want to measure.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Save your changes and view your results.<\/span><\/li>\n<\/ol>\n<p><span style=\"font-weight: 400;\">You can use Google Analytics 4 to measure performance across different attribution models, such as First Click, Last Click, or Linear. Be sure you also inspect your lookback window to measure timelines eligible for attribution. We recommend the 30 or 90-day window for most businesses.<\/span><\/p>\n<h2><b>Common Attribution Mistakes To Avoid<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">To ensure that your attribution modeling efforts are accurate, here are some common mistakes you should avoid.<\/span><\/p>\n<h3><b>Not setting clear goals for the Attribution Modeling process.<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">You should always conduct attribution modeling with a specific goal in mind. It&#8217;s important to clearly outline the desired outcome and then create an Attribution Model to help you reach it\u2014not the other way around.\u00a0<\/span><\/p>\n<h3><b>Applying Attribution Models too broadly.<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Attribution models should be tailored to your specific business needs. Don&#8217;t assume that a &#8220;one size fits all&#8221; Attribution Model will work for every situation\u2014you may find yourself with inaccurate or misleading results.<\/span><\/p>\n<h3><b>Failing to consider seasonality.<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">It&#8217;s important to consider any seasonal or cyclical changes in your Attribution Model. This will help you understand customer behavior over time and make better decisions about marketing investments.<\/span><\/p>\n<h2><b>Who Should Use Attribution Modeling?\u00a0<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Attribution modeling is a powerful tool for marketers of all sizes and levels of experience. Attribution models can help identify customer behavior, better inform marketing pricing decisions, and optimize campaigns for maximum ROI. In addition, attribution modeling is advantageous if you want to analyze the impact of your marketing efforts across multiple channels and devices.<\/span><\/p>\n<h2><b>How To Get Started With Marketing Attribution<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">By allocating resources and budgets based on data-driven insights, you can optimize your marketing strategies to achieve desired results across all platforms and improve your ROI.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you&#8217;re looking for an agency that can help you supercharge your digital marketing strategy, Hey can help.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We&#8217;re a Seattle-based team of digital marketing experts helping midsize companies grow with data-driven performance marketing, sleek web design, and creative digital and video ads. <a href=\"https:\/\/heyadvertising.com\/contact\/\" target=\"_blank\" rel=\"noopener\">Schedule a call <\/a><\/span><span style=\"font-weight: 400;\">today<\/span><span style=\"font-weight: 400;\"> to find out how we can kick your marketing strategy to the next level.\u00a0<\/span>[\/vc_column_text]<div class=\"newdivider align-center\" style=\"border-bottom-style: solid; border-color: #999999; border-bottom-width: 1px; margin-top: 0; margin-bottom: 0; width: 100%; \"><\/div><div class=\"clear\"><\/div><div class=\"spacer\" style=\"height: 40px;\"><\/div>[\/vc_column_inner][\/vc_row_inner][vc_column_text]<img decoding=\"async\" class=\"wp-image-3739 alignleft\" src=\"https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles-300x300.jpeg\" alt=\"Jeffrey Bowles\" width=\"100\" height=\"100\" srcset=\"https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles-300x300.jpeg 300w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles-150x150.jpeg 150w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles-768x768.jpeg 768w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles-80x80.jpeg 80w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles-500x500.jpeg 500w, https:\/\/heyadvertising.com\/wp-content\/uploads\/2023\/02\/Jeff_Bowles.jpeg 800w\" sizes=\"(max-width: 100px) 100vw, 100px\" \/><strong>Jeffrey Bowles<br \/>\n<\/strong><span style=\"font-size: 13px;\">VP, Media &amp; Marketing Technology<br \/>\n<\/span><a href=\"https:\/\/www.linkedin.com\/in\/jeffreybowles\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" class=\"alignnone\" style=\"width: 21px!important;\" src=\"https:\/\/heyadvertising.com\/wp-content\/themes\/unicon-child\/images\/linkedin01.svg\" alt=\"LinkedIn icon\" \/><br \/>\n<\/a>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column width=&#8221;1\/1&#8243;][vc_row_inner][vc_column_inner][vc_column_text] Attribution Modeling For Marketers: Ultimate Guide (2023) Wondering how to optimize your marketing strategy? Attribution modeling can help! This guide will teach you everything you need to know about this powerful data-driven tool. [\/vc_column_text][vc_column_text]Marketers are data-obsessed creatures. If there&#8217;s a marketing conundrum to navigate, we&#8217;ll find a way to quantify it. Enter attribution modeling.\u00a0 When it&#8217;s time to start ramping up conversions, marketing attribution models are like a treasure map to success. They&#8217;re a powerful data-driven tool for businesses looking to refine their brand and improve their return on investment (ROI).\u00a0 Ready to take the guesswork out of marketing? Here&#8217;s how to identify which touchpoints are most influential in driving conversions so you can optimize your marketing strategy and get the most out of your marketing dollar.\u00a0 What is a Marketing Attribution Model? When running multiple campaigns, marketing attribution models help measure which channels produce the most value. In addition, an attribution model offers a way to assign credit to one or more marketing actions for any given conversion.\u00a0 Why Are Attribution Models Important in Marketing? Take the customer journey for, say, a pizza restaurant.\u00a0 A customer first sees an ad for the restaurant on Google while searching [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":3738,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[193],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v15.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Attribution Modeling For Marketers: Ultimate Guide (2023) | Hey,<\/title>\n<meta name=\"description\" content=\"Wondering how to optimize your marketing strategy? Attribution modeling can help! 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Attribution modeling can help! 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