{"id":26468,"date":"2023-04-17T05:00:00","date_gmt":"2023-04-17T13:00:00","guid":{"rendered":"https:\/\/www.intentwise.com\/blog\/?p=26468"},"modified":"2023-07-06T08:22:08","modified_gmt":"2023-07-06T16:22:08","slug":"is-investing-in-multi-touch-attribution-worth-it","status":"publish","type":"post","link":"https:\/\/www.intentwise.com\/blog\/data-analytics\/is-investing-in-multi-touch-attribution-worth-it\/","title":{"rendered":"Is investing in multi-touch attribution worth it?","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"\n<p>For years, Amazon has only offered one way to measure the success of ad campaigns: <a href=\"https:\/\/www.intentwise.com\/blog\/ad-performance-optimization\/explained-how-does-amazon-attribute-ad-sales\/\">last-touch attribution<\/a>.&nbsp;<\/p>\n\n\n\n<p>Under a last-touch attribution model, only the <strong>final<\/strong> <strong>touchpoint<\/strong> in an ad campaign gets credit for a sale. It doesn\u2019t matter how many of your ads a customer saw along the way\u2014the conversion only goes to that one ad.&nbsp;<\/p>\n\n\n\n<p>Since the release of <a href=\"https:\/\/www.intentwise.com\/amazon-marketing-cloud\">Amazon Marketing Cloud<\/a> in 2021, however, it is finally possible to apportion credit to each of the ads that a customer interacted with along their journey.<\/p>\n\n\n\n<p>This is called <strong>multi-touch attribution<\/strong>, and it is a model I know firsthand. Before starting Intentwise, I was part of a group spending significant time building attribution models, including multi-touch attribution, and I have the battle scars to prove it.<\/p>\n\n\n\n<p>Many brands I speak to are excited to try out multi-touch attribution on Amazon\u2014but my advice to them is to pause before jumping in. Multi-touch sounds flashy, but it doesn\u2019t make sense for everyone. Here\u2019s how you\u2019ll know if it\u2019s right for you.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-is-multi-touch-attribution\"><strong>What is multi-touch attribution?<\/strong><\/h3>\n\n\n\n<p>The promise of multi-touch attribution stems from the fact that the average shopper interacts with several ads before ultimately purchasing a product.&nbsp;<\/p>\n\n\n\n<p>Multi-touch attribution provides a more dynamic way to track how your ads influence that journey. Rather than attributing a sale to the last ad clicked, with multi-touch, all of the ads get some credit.&nbsp;&nbsp;<\/p>\n\n\n\n<p>At its best, multi-touch attribution lets you discover new wins and losses from your ad campaign. Let\u2019s say you run a connected TV ad on a streaming service. When you use a single-touch attribution model, your conversion rate on the CTV ad is probably going to be quite low. Let\u2019s say it\u2019s <strong>.01%<\/strong>.&nbsp;<\/p>\n\n\n\n<p>Most likely, the bulk of your conversions came from a <em>different<\/em> ad further down the funnel. Let\u2019s say you ran a series of Sponsored Products ads in Amazon search results that received conversion rates around <strong>10% <\/strong>each.&nbsp;<\/p>\n\n\n\n<p>By just comparing those two conversion rates\u2014.01% vs. 12%\u2014you might say that the CTV ad was a failure and the Sponsored Products ad was a huge success. But what if you knew that <strong>75%<\/strong> of the people who bought from the Sponsored Products ad first saw your CTV ad?&nbsp;<\/p>\n\n\n\n<p>Suddenly, that CTV ad looks like a critical touchpoint in the shopping journey. It gives you a new hypothesis to test: Just how important was that CTV ad? <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" data-src=\"https:\/\/lh5.googleusercontent.com\/w1ChWVkrYphlpGgOLVOVrAjB1ROP5Ng5R9iqXhKvCvmQZH876AIif3lYcUKbjSEb9r0Kt4K96qFetW2kn5Dom_KX0qdwMP8aPI6LliOSJYXjLqG8jJwz5i7jgxmfA1JBoB0BV3Lu1EbfQLpBEsVSb6s\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-can-multi-touch-attribution-unlock-for-your-brand\"><strong>What can multi-touch attribution unlock for your brand?&nbsp;<\/strong><\/h3>\n\n\n\n<p>Multi-touch attribution allows you to:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Test the success of your top-of-funnel ads<\/strong>. If you\u2019re a heavy spender on top-of-funnel ads, like DSP or CTV ads, you know that these ads tend to function primarily as awareness drivers. With multi-touch, you can more clearly give these ads credit for <em>starting<\/em> the customer journey.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Find hidden ad successes. <\/strong>When you use multi-touch, you might be surprised to discover that an ad you had written off as ineffective was in fact influencing many shoppers\u2014and you just couldn\u2019t see that with a last-touch attribution model.&nbsp;<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Identify highly successful combinations of ads.<\/strong> You can also use multi-touch attribution to track how different ads work in combination with each other. You can answer questions like: Which series of ads are most likely to convert a new customer, and what is the best order in which to serve them?&nbsp;<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>For our <a href=\"https:\/\/www.intentwise.com\/amazon-marketing-cloud\">Amazon Marketing Cloud solution<\/a>, Intentwise has built SQL queries that allow you to identify patterns in your shopper journeys. If you run this query, you might discover, for instance, that a certain combination of 1) a DSP ad, 2) a Sponsored Brands ad, and 3) a Sponsored Products ad together converted the highest share of shoppers. Knowing that this pattern is so successful, you might put more money behind that series of ads.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-so-wait-why-shouldn-t-everyone-just-use-multi-touch-attribution\"><strong>So wait, why shouldn\u2019t everyone just use multi-touch attribution?&nbsp;<\/strong><\/h3>\n\n\n\n<p>Yes, multi-touch attribution provides a more sophisticated way to track the success of your ads. But the reality is, switching to a multi-touch attribution model doesn\u2019t make a huge difference for every brand.<\/p>\n\n\n\n<p><strong>Ask yourself: Do you have multi-touch? <\/strong>Before investing in multi-touch attribution, you first have to be sure that a large share of your customers are clicking multiple of your ads before converting.&nbsp;<\/p>\n\n\n\n<p>For instance, if only <strong>5%<\/strong> of your shoppers experienced multi-touch, it is not worth pursuing a fully-fledged analysis. On the other hand, if that number were 50%, you have significantly more data to work with, and the story gets more interesting.<\/p>\n\n\n\n<p><strong>Is there anything surprising here?<\/strong> My perspective is that multi-touch is only worth your investment <em>if<\/em> it makes you rethink the success or failure of a particular ad campaign. Let\u2019s say a campaign is underperforming when you look at it from the last-touch lens but performing well through the first-touch lens. That\u2019s a great example of the value of multi-touch. It implies that you are undervaluing the first campaign due to the attribution model and could be making less-than-optimal optimization decisions.<\/p>\n\n\n\n<p>In practice, however, I\u2019ve sometimes found that, when adding multi-touch attribution, a brand\u2019s understanding of which of their campaigns are succeeding\u2014and which aren\u2019t\u2014doesn\u2019t change that dramatically.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-want-to-find-out-if-multi-touch-attribution-is-right-for-you\"><strong>Want to find out if multi-touch attribution is right for you?\u00a0<\/strong><\/h3>\n\n\n\n<p>Using Intentwise\u2019s <a href=\"https:\/\/www.intentwise.com\/amazon-marketing-cloud\">Amazon Marketing Cloud solution<\/a>, we can run queries to determine whether or not utilizing a multi-touch attribution model makes sense for you.<\/p>\n\n\n\n<p>If multi-touch attribution reveals that a certain ad\u2014or series of ads\u2014was unexpectedly more successful than it seemed to be under last-touch attribution, we can find that for you. That might be a sign that multi-touch attribution is worth pursuing.&nbsp;<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>For years, Amazon has only offered one way to measure the success of ad campaigns: last-touch attribution.&nbsp; Under a last-touch attribution model, only the final touchpoint in an ad campaign gets credit for a sale. It doesn\u2019t matter how many of your ads a customer saw along the way\u2014the conversion only goes to that one [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":6,"featured_media":26476,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","cybocfi_hide_featured_image":"","footnotes":""},"categories":[81],"tags":[128,97,96,155],"class_list":["post-26468","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analytics","tag-ad-attribution","tag-amazon-marketing-cloud","tag-mobile","tag-newsletter"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Is investing in multi-touch attribution worth it?<\/title>\n<meta name=\"description\" content=\"Multi-touch offers a more dynamic way to measure the success of an ad. 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