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  &lt;p&gt;Last year I attended an industry conference during which &lt;strong&gt;Rory Sutherland&lt;/strong&gt;, vice chairman of Ogilvy UK, presented a very theatrical presentation on the weaknesses of marketers.&lt;/p&gt;
  &lt;p&gt;I agreed with a lot of what he said, but one part that has stuck with me since was his take on media planning. &lt;/p&gt;
  &lt;p&gt;
    &lt;strong&gt;He claimed that we are stuck in outdated metrics&lt;/strong&gt;. Marketers are obsessed with &lt;em&gt;&#8220;reach and frequency&#8221;.&lt;/em&gt; But are other metrics, such as &lt;em&gt;&#8220;relevance, timeliness, engagement, proximity to purchase&#8221;,&lt;/em&gt; more revealing and informative in today&#8217;s online world?&lt;/p&gt;
  &lt;p&gt;This got me thinking about my approach to online marketing. For many years we relied upon broad demographics to decide upon media buying. MSN receives x% of this demographic, compared to x% on Yahoo!. We also used past customer purchase history heavily in our decision making. &lt;/p&gt;
  &lt;p&gt;
    &lt;em&gt;But are demographics just too broad? &lt;/em&gt;
  &lt;/p&gt;
  &lt;p&gt;Is past purchase history really that useful? Just because I bought a 2 week holiday in Cornwall last June, really mean I will do exactly the same this year?&lt;/p&gt;
  &lt;p&gt;Measuring recent behaviour would be far more informative, and online is a great channel to do this. Which products is the customer researching today? Which customers are just browsing, versus those who are ready to make a purchase?&lt;/p&gt;
  &lt;p&gt;Delve a little deeper into your online marketing and the answers are already there. Comparing results on a daily or weekly basis allows you to uncover some interesting patterns, helping you understand the mindset of your customers today and what they are likely to buy next. These include:&lt;/p&gt;
  &lt;ul&gt;
    &lt;li&gt;Who opens your promotional emails, and which sections are they clicking? &lt;/li&gt;
    &lt;li&gt;What are the most popular search terms on Google this week? &lt;/li&gt;
    &lt;li&gt;Which banner creatives received the most clicks today? &lt;/li&gt;
    &lt;li&gt;Which pages in your website received the most visitors yesterday? &lt;/li&gt;
    &lt;li&gt;Is this a first time visitor or their 10th visit in the last week? &lt;/li&gt;
  &lt;/ul&gt;
  &lt;p&gt;Using this data I began producing some very simple &lt;strong&gt;purchase funnels&lt;/strong&gt;, broadly mapping out where customers sat in the path to purchase. &lt;/p&gt;
  &lt;p&gt;
    &lt;img alt="Sales conversion funnel" src="http://farm3.static.flickr.com/2313/2197382248_a24b869e54_o.jpg" /&gt;&#160;&#160;&lt;/p&gt;
  &lt;p&gt;Instead of just measuring the top-line number of visitors and conversion of the website, I could now break the journey down into more meaningful 6 steps. &lt;/p&gt;
  &lt;p&gt;I could measure the conversion and drop-off at every point, understand where the strengths and weakness were in the process. For example, were we losing a lot of people at the product selection stage as we didn&#8217;t have a strong compelling reason to convert today?&lt;/p&gt;
  &lt;p&gt;I used this model to communicate our approach to the management team. It was a great tool in weekly sales meetings; identify opportunities for tactical targeted marketing. Could we influence customers at stage 3 with a promotional offer in an effort to improve conversion?&lt;/p&gt;
  &lt;p&gt;
    &lt;strong&gt;Online targeting allows the message to be delivered&lt;/strong&gt;
  &lt;/p&gt;
  &lt;p&gt;The concept is to understand the purchase stage of a customer, then target them with the most &lt;strong&gt;relevant message&lt;/strong&gt; at the most &lt;strong&gt;relevant time&lt;/strong&gt;. This involves...&lt;/p&gt;
  &lt;p&gt;Using information from:&lt;/p&gt;
  &lt;ul&gt;
    &lt;li&gt;Behaviour across all online marketing channels &lt;/li&gt;
    &lt;li&gt;Volume and frequency of interactions &lt;/li&gt;
    &lt;li&gt;Ad/creative message at interaction &lt;/li&gt;
  &lt;/ul&gt;
  &lt;p&gt;Allowing us to:&lt;/p&gt;
  &lt;ul&gt;
    &lt;li&gt;Model the purchase stage of a customer &lt;/li&gt;
    &lt;li&gt;Deliver more relevant ads &lt;/li&gt;
    &lt;li&gt;Target at most effective time &lt;/li&gt;
  &lt;/ul&gt;
  &lt;p&gt;It&#8217;s like delivering a personalised TV advert, with an exclusive offer, to an individual customer at exactly the right time. I refer to it as &lt;em&gt;&#8220;below the line marketing in an above the line space&#8221;&lt;/em&gt;.&lt;/p&gt;
  &lt;p&gt;Although we didn&#8217;t know their names, addresses or email, we could target specific customers at a particular stage in the funnel with a &lt;strong&gt;relevant message&lt;/strong&gt; at the most &lt;strong&gt;relevant time&lt;/strong&gt;, delivered via our display banner advertising. &lt;/p&gt;
  &lt;p&gt;This meant that if a customer expressed a strong interest in Plasma TVs but did not convert, we could re-target them with a display advert containing a special offer for Plasma TVs, exclusive to them.&lt;/p&gt;
  &lt;p&gt;We not only looked at behaviour in display banner advertisers. With all our online marketing channels integrated into a single tag, we could track user behaviour across search, affiliates, email and display banner advertising.&lt;/p&gt;
  &lt;p&gt;A test of this approach&#160;with Warner Breaks delivered incredible results. On a campaign run during the summer of 2007, we saw a 100% increase in CTR (click through rate) and a conversion rate increasing from 3% to 19%, a 600% improvement.&lt;/p&gt;
  &lt;p&gt;Over time, it is possible to build up hundreds of segments for different products and different customer types, all based upon actual behaviour rather than broad demographics. &lt;/p&gt;
  &lt;p&gt;
    &lt;strong&gt;I look at this approach like a toolbox&lt;/strong&gt;
  &lt;/p&gt;
  &lt;p&gt;As an Online Marketing Manager, especially in a highly sales driven environment, you need a box of tools to help plan your media, influence your creative messaging and target key customers. &lt;/p&gt;
  &lt;p&gt;With your toolbox, your Monday 9:30 sales meeting begins to feel a lot less painful.&lt;/p&gt;
  &lt;p&gt;
    &lt;strong&gt;Matthew Finch - &lt;/strong&gt;
    &lt;a href="http://econsultancy.com/blog/authors/matthew-finch"&gt;
      &lt;em&gt;
        &lt;strong&gt;view blog&lt;/strong&gt;
      &lt;/em&gt;
    &lt;/a&gt;
  &lt;/p&gt;
</body-formatted>
  <body-unformatted>&lt;FormattedContent xmlns="http://www.e-consultancy.com/schema/formattedContent/"&gt;
  &lt;Paragraph&gt;Last year I attended an industry conference during which &lt;Emphasis&gt;Rory Sutherland&lt;/Emphasis&gt;, vice chairman of Ogilvy UK, presented a very theatrical presentation on the weaknesses of marketers.&lt;/Paragraph&gt;
  &lt;Paragraph&gt;I agreed with a lot of what he said, but one part that has stuck with me since was his take on media planning. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;
    &lt;Emphasis&gt;He claimed that we are stuck in outdated metrics&lt;/Emphasis&gt;. Marketers are obsessed with &lt;Quote&gt;&#8220;reach and frequency&#8221;.&lt;/Quote&gt; But are other metrics, such as &lt;Quote&gt;&#8220;relevance, timeliness, engagement, proximity to purchase&#8221;,&lt;/Quote&gt; more revealing and informative in today&#8217;s online world?&lt;/Paragraph&gt;
  &lt;Paragraph&gt;This got me thinking about my approach to online marketing. For many years we relied upon broad demographics to decide upon media buying. MSN receives x% of this demographic, compared to x% on Yahoo!. We also used past customer purchase history heavily in our decision making. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;
    &lt;Quote&gt;But are demographics just too broad? &lt;/Quote&gt;
  &lt;/Paragraph&gt;
  &lt;Paragraph&gt;Is past purchase history really that useful? Just because I bought a 2 week holiday in Cornwall last June, really mean I will do exactly the same this year?&lt;/Paragraph&gt;
  &lt;Paragraph&gt;Measuring recent behaviour would be far more informative, and online is a great channel to do this. Which products is the customer researching today? Which customers are just browsing, versus those who are ready to make a purchase?&lt;/Paragraph&gt;
  &lt;Paragraph&gt;Delve a little deeper into your online marketing and the answers are already there. Comparing results on a daily or weekly basis allows you to uncover some interesting patterns, helping you understand the mindset of your customers today and what they are likely to buy next. These include:&lt;/Paragraph&gt;
  &lt;List Type="Disc"&gt;
    &lt;ListItem&gt;Who opens your promotional emails, and which sections are they clicking? &lt;/ListItem&gt;
    &lt;ListItem&gt;What are the most popular search terms on Google this week? &lt;/ListItem&gt;
    &lt;ListItem&gt;Which banner creatives received the most clicks today? &lt;/ListItem&gt;
    &lt;ListItem&gt;Which pages in your website received the most visitors yesterday? &lt;/ListItem&gt;
    &lt;ListItem&gt;Is this a first time visitor or their 10th visit in the last week? &lt;/ListItem&gt;
  &lt;/List&gt;
  &lt;Paragraph&gt;Using this data I began producing some very simple &lt;Emphasis&gt;purchase funnels&lt;/Emphasis&gt;, broadly mapping out where customers sat in the path to purchase. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;
    &lt;Image AlternateText="Sales conversion funnel" Source="http://farm3.static.flickr.com/2313/2197382248_a24b869e54_o.jpg"&gt;
    &lt;/Image&gt;&#160;&#160;&lt;/Paragraph&gt;
  &lt;Paragraph&gt;Instead of just measuring the top-line number of visitors and conversion of the website, I could now break the journey down into more meaningful 6 steps. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;I could measure the conversion and drop-off at every point, understand where the strengths and weakness were in the process. For example, were we losing a lot of people at the product selection stage as we didn&#8217;t have a strong compelling reason to convert today?&lt;/Paragraph&gt;
  &lt;Paragraph&gt;I used this model to communicate our approach to the management team. It was a great tool in weekly sales meetings; identify opportunities for tactical targeted marketing. Could we influence customers at stage 3 with a promotional offer in an effort to improve conversion?&lt;/Paragraph&gt;
  &lt;Paragraph&gt;
    &lt;Emphasis&gt;Online targeting allows the message to be delivered&lt;/Emphasis&gt;
  &lt;/Paragraph&gt;
  &lt;Paragraph&gt;The concept is to understand the purchase stage of a customer, then target them with the most &lt;Emphasis&gt;relevant message&lt;/Emphasis&gt; at the most &lt;Emphasis&gt;relevant time&lt;/Emphasis&gt;. This involves...&lt;/Paragraph&gt;
  &lt;Paragraph&gt;Using information from:&lt;/Paragraph&gt;
  &lt;List Type="Disc"&gt;
    &lt;ListItem&gt;Behaviour across all online marketing channels &lt;/ListItem&gt;
    &lt;ListItem&gt;Volume and frequency of interactions &lt;/ListItem&gt;
    &lt;ListItem&gt;Ad/creative message at interaction &lt;/ListItem&gt;
  &lt;/List&gt;
  &lt;Paragraph&gt;Allowing us to:&lt;/Paragraph&gt;
  &lt;List Type="Disc"&gt;
    &lt;ListItem&gt;Model the purchase stage of a customer &lt;/ListItem&gt;
    &lt;ListItem&gt;Deliver more relevant ads &lt;/ListItem&gt;
    &lt;ListItem&gt;Target at most effective time &lt;/ListItem&gt;
  &lt;/List&gt;
  &lt;Paragraph&gt;It&#8217;s like delivering a personalised TV advert, with an exclusive offer, to an individual customer at exactly the right time. I refer to it as &lt;Quote&gt;&#8220;below the line marketing in an above the line space&#8221;&lt;/Quote&gt;.&lt;/Paragraph&gt;
  &lt;Paragraph&gt;Although we didn&#8217;t know their names, addresses or email, we could target specific customers at a particular stage in the funnel with a &lt;Emphasis&gt;relevant message&lt;/Emphasis&gt; at the most &lt;Emphasis&gt;relevant time&lt;/Emphasis&gt;, delivered via our display banner advertising. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;This meant that if a customer expressed a strong interest in Plasma TVs but did not convert, we could re-target them with a display advert containing a special offer for Plasma TVs, exclusive to them.&lt;/Paragraph&gt;
  &lt;Paragraph&gt;We not only looked at behaviour in display banner advertisers. With all our online marketing channels integrated into a single tag, we could track user behaviour across search, affiliates, email and display banner advertising.&lt;/Paragraph&gt;
  &lt;Paragraph&gt;A test of this approach&#160;with Warner Breaks delivered incredible results. On a campaign run during the summer of 2007, we saw a 100% increase in CTR (click through rate) and a conversion rate increasing from 3% to 19%, a 600% improvement.&lt;/Paragraph&gt;
  &lt;Paragraph&gt;Over time, it is possible to build up hundreds of segments for different products and different customer types, all based upon actual behaviour rather than broad demographics. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;
    &lt;Emphasis&gt;I look at this approach like a toolbox&lt;/Emphasis&gt;
  &lt;/Paragraph&gt;
  &lt;Paragraph&gt;As an Online Marketing Manager, especially in a highly sales driven environment, you need a box of tools to help plan your media, influence your creative messaging and target key customers. &lt;/Paragraph&gt;
  &lt;Paragraph&gt;With your toolbox, your Monday 9:30 sales meeting begins to feel a lot less painful.&lt;/Paragraph&gt;
  &lt;Paragraph&gt;
    &lt;Emphasis&gt;Matthew Finch - &lt;/Emphasis&gt;
    &lt;Link URL="http://econsultancy.com/blog/authors/matthew-finch" Window="Self"&gt;
      &lt;Quote&gt;
        &lt;Emphasis&gt;view blog&lt;/Emphasis&gt;
      &lt;/Quote&gt;
    &lt;/Link&gt;
  &lt;/Paragraph&gt;
&lt;/FormattedContent&gt;</body-unformatted>
  <created-at type="datetime">2008-01-15T12:14:00+00:00</created-at>
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  &lt;p&gt;
    &lt;strong&gt;Are broad demographics really relevant in the online world? Is customer behaviour far more insightful to delivering&#160;your marketing message?&lt;/strong&gt;
  &lt;/p&gt;
  &lt;p&gt;Behavioural information allows you to develop a toolbox of techniques to improve the relevance of your online marketing, delivering for one client a 600% uplift.&lt;/p&gt;
</extract-formatted>
  <extract-unformatted>&lt;FormattedContent xmlns="http://www.e-consultancy.com/schema/formattedContent/"&gt;
  &lt;Paragraph&gt;
    &lt;Emphasis&gt;Are broad demographics really relevant in the online world? Is customer behaviour far more insightful to delivering&#160;your marketing message?&lt;/Emphasis&gt;
  &lt;/Paragraph&gt;
  &lt;Paragraph&gt;Behavioural information allows you to develop a toolbox of techniques to improve the relevance of your online marketing, delivering for one client a 600% uplift.&lt;/Paragraph&gt;
&lt;/FormattedContent&gt;</extract-unformatted>
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  <learn-more-formatted>&lt;p&gt;Econsultancy has published an &lt;strong&gt;&lt;a href="http://econsultancy.com/reports/online-advertising-networks-buyers-guide"&gt;Online Advertising Networks Buyer's Guide&lt;/a&gt;&lt;/strong&gt; which contains an examination of this marketplace and profiles of 23 leading networks. We have also produced an &lt;strong&gt;&lt;a href="http://econsultancy.com/reports/online-advertising-survey"&gt;Online Advertising Survey&lt;/a&gt;&lt;/strong&gt;, based on a survey of advertisers and agencies. For more stats and charts, see also our &lt;strong&gt;&lt;a href="http://econsultancy.com/reports/internet-advertising-statistics"&gt;Online Advertising Statistics compendium&lt;/a&gt;&lt;/strong&gt;.&lt;/p&gt;</learn-more-formatted>
  <learn-more-unformatted>&lt;p&gt;Econsultancy has published an &lt;strong&gt;&lt;a href="http://econsultancy.com/reports/online-advertising-networks-buyers-guide"&gt;Online Advertising Networks Buyer's Guide&lt;/a&gt;&lt;/strong&gt; which contains an examination of this marketplace and profiles of 23 leading networks. We have also produced an &lt;strong&gt;&lt;a href="http://econsultancy.com/reports/online-advertising-survey"&gt;Online Advertising Survey&lt;/a&gt;&lt;/strong&gt;, based on a survey of advertisers and agencies. For more stats and charts, see also our &lt;strong&gt;&lt;a href="http://econsultancy.com/reports/internet-advertising-statistics"&gt;Online Advertising Statistics compendium&lt;/a&gt;&lt;/strong&gt;.&lt;/p&gt;</learn-more-unformatted>
  <legacy-article-id type="integer">364854</legacy-article-id>
  <name>Behavioural targeting delivers 600% uplift</name>
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  <published-at type="datetime">2008-01-16T12:00:00+00:00</published-at>
  <slug>behavioural-targeting-delivers-600-uplift</slug>
  <tweetbacks-updated-at type="datetime">2009-04-30T06:12:37+01:00</tweetbacks-updated-at>
  <unpublished-at type="datetime" nil="true"></unpublished-at>
  <updated-at type="datetime">2009-10-13T09:28:39+01:00</updated-at>
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</blog-post>
