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		<title>Attribution Modeling</title>
		<link>http://mypointofvue.wordpress.com/2010/04/17/attribution-modeling/</link>
		<comments>http://mypointofvue.wordpress.com/2010/04/17/attribution-modeling/#comments</comments>
		<pubDate>Sat, 17 Apr 2010 03:50:03 +0000</pubDate>
		<dc:creator>mypointofvue</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://mypointofvue.wordpress.com/?p=29</guid>
		<description><![CDATA[When a conversion takes place on your site, which campaign should get credit for the conversion; the first campaign, last campaign, campaign&#8217;s along the way etc. and how much weight should each campaign be given. This is the core question around attribution modeling. There have been many approaches to attribution modeling and many agencies are [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=mypointofvue.wordpress.com&amp;blog=9417866&amp;post=29&amp;subd=mypointofvue&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>When a conversion takes place on your site, which campaign should get credit for the conversion; the first campaign, last campaign, campaign&#8217;s along the way etc. and how much weight should each campaign be given. This is the core question around attribution modeling. There have been many approaches to attribution modeling and many agencies are working hard to answer this question. Everyone approaches this problem differently, and after spending quite some time on this I thought to approach this from a probability perspective.</p>
<p>Here I am presenting two scenarios. First scenario has two campaigns and the second scenario has three campaigns. This can then be extended to n campaigns.</p>
<p>Assumption: The campaigns are the only thing that influences a user&#8217;s conversion decision. I.e the landing page design, flow look and feel are either same for all campaigns, or has nothing to do with conversion.</p>
<p>Scenario 1: We have two campaigns A and B. The order in which a user can see the campaigns is AB or BA.</p>
<p>P(C|X) means probability of conversion given someone has seen campaign X. Where X can be A, B, AB or BA.</p>
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<tbody>
<tr style="height:15pt;">
<td style="background:#17375d 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><strong><span style="color:white;">Model Input with 2 campaigns</span></strong></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | A) </span><span style="font-family:Wingdings;color:black;">à</span><span style="color:black;"> These probabilities can be obtained very easily from tools like Omniture Discover.</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | B)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | AB)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | BA)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;"> </span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:#17375d 0 0;width:464.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="619" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><strong><span style="color:white;">P(P | AB)</span></strong></p>
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</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:351.75pt;height:15pt;padding:0 5.4pt;" width="469" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">Uplift in probability of conversion due to campaign B = P(C | AB) &#8211; P(C|A)</span></p>
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<td style="padding:0;" colspan="2" width="150">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:374.25pt;height:15pt;padding:0 5.4pt;" colspan="2" width="499" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">Uplift in probability of conversion due to campaign A = P(C | AB) &#8211; uplift from B</span></p>
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<td style="padding:0;" width="120">
<p class="MsoNormal"> </p>
</td>
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<p class="MsoNormal">Scenario 2: We have three campaigns A, B and C. The order in which an user can see the campaigns is ABC, ACB, BAC, BCA, CAB and CBA.</p>
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<td style="background:#17375d 0 0;width:464.25pt;height:17.1pt;padding:0 5.4pt;" colspan="7" width="619" valign="top">
<p class="MsoNormal"><strong><span style="color:white;">Model Input with 3 campaigns</span></strong></p>
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<td style="padding:0;" width="477">
<p class="MsoNormal"> </p>
</td>
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<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | A)</span></p>
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<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | B)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | C)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | AB)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | BC)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | CA)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | AC)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | BA)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C | CB)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:821.85pt;height:15pt;padding:0 5.4pt;" colspan="8" width="1096" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|ABC)</span></p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:99.75pt;height:15pt;padding:0 5.4pt;" colspan="2" width="133" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;text-align:justify;line-height:normal;"><span style="color:black;">P(C|ACB)</span></p>
</td>
<td style="background:white 0 0;width:13.4pt;height:15pt;padding:0 5.4pt;" width="18" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;"> </span></p>
</td>
<td style="padding:0;" colspan="5" width="945">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:99.75pt;height:15pt;padding:0 5.4pt;" colspan="2" width="133" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;text-align:justify;line-height:normal;"><span style="color:black;">P(C|BAC)</span></p>
</td>
<td style="background:white 0 0;width:13.4pt;height:15pt;padding:0 5.4pt;" width="18" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;"> </span></p>
</td>
<td style="padding:0;" colspan="5" width="945">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:99.75pt;height:15pt;padding:0 5.4pt;" colspan="2" width="133" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|BCA)</span></p>
</td>
<td style="background:white 0 0;width:13.4pt;height:15pt;padding:0 5.4pt;" width="18" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;"> </span></p>
</td>
<td style="padding:0;" colspan="5" width="945">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:99.75pt;height:15pt;padding:0 5.4pt;" colspan="2" width="133" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|CAB)</span></p>
</td>
<td style="background:white 0 0;width:13.4pt;height:15pt;padding:0 5.4pt;" width="18" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;"> </span></p>
</td>
<td style="padding:0;" colspan="5" width="945">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:99.75pt;height:15pt;padding:0 5.4pt;" colspan="2" width="133" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|CBA)</span></p>
</td>
<td style="background:white 0 0;width:13.4pt;height:15pt;padding:0 5.4pt;" width="18" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;"> </span></p>
</td>
<td style="padding:0;" colspan="5" width="945">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:#17375d 0 0;width:81.75pt;height:15pt;padding:0 5.4pt;" width="109" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><strong><span style="color:white;">Scenario</span></strong></p>
</td>
<td style="background:#17375d 0 0;width:72.25pt;height:15pt;padding:0 5.4pt;" colspan="3" width="96" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><strong><span style="color:white;">P(C | ABC)</span></strong></p>
</td>
<td style="background:#17375d 0 0;width:59pt;height:15pt;padding:0 5.4pt;" width="79" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><strong><span style="color:white;"> </span></strong></p>
</td>
<td style="background:#17375d 0 0;width:73pt;height:15pt;padding:0 5.4pt;" width="97" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><strong><span style="color:white;"> </span></strong></p>
</td>
<td style="padding:0;" colspan="2" width="714">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:81.75pt;height:15pt;padding:0 5.4pt;" width="109" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">Uplift from C</span></p>
</td>
<td style="background:white 0 0;width:204.25pt;height:15pt;padding:0 5.4pt;" colspan="5" width="272" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|ABC)- P(C|AB)</span></p>
</td>
<td style="padding:0;" colspan="2" width="714">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:81.75pt;height:15pt;padding:0 5.4pt;" width="109" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">Uplift from B</span></p>
</td>
<td style="background:white 0 0;width:204.25pt;height:15pt;padding:0 5.4pt;" colspan="5" width="272" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|ABC) &#8211; uplift from C</span></p>
</td>
<td style="padding:0;" colspan="2" width="714">
<p class="MsoNormal"> </p>
</td>
</tr>
<tr style="height:15pt;">
<td style="background:white 0 0;width:81.75pt;height:15pt;padding:0 5.4pt;" width="109" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">Uplift from A</span></p>
</td>
<td style="background:white 0 0;width:204.25pt;height:15pt;padding:0 5.4pt;" colspan="5" width="272" valign="bottom">
<p class="MsoNormal" style="margin-bottom:.0001pt;line-height:normal;"><span style="color:black;">P(C|ABC) &#8211; uplift from B &#8211; uplift from C</span></p>
</td>
<td style="padding:0;" colspan="2" width="714">
<p class="MsoNormal"> </p>
</td>
</tr>
<p>&lt;!&#8211;[if !supportMisalignedColumns]&#8211;&gt;</p>
<tr>
<td width="109"> </td>
<td width="24"> </td>
<td width="18"> </td>
<td width="54"> </td>
<td width="79"> </td>
<td width="97"> </td>
<td width="238"> </td>
<td width="477"> </td>
</tr>
<p>&lt;!&#8211;[endif]&#8211;&gt;</tbody>
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<p class="MsoNormal">
<p class="MsoNormal">
<p class="MsoNormal">I would really appreciate any feedback on the feasibility of this model.</p>
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		<item>
		<title>Measuring Social Media Effectiveness</title>
		<link>http://mypointofvue.wordpress.com/2010/03/23/measuring-social-media-effectiveness/</link>
		<comments>http://mypointofvue.wordpress.com/2010/03/23/measuring-social-media-effectiveness/#comments</comments>
		<pubDate>Tue, 23 Mar 2010 17:58:28 +0000</pubDate>
		<dc:creator>mypointofvue</dc:creator>
				<category><![CDATA[Marketing]]></category>
		<category><![CDATA[Measuring social media]]></category>
		<category><![CDATA[Social media]]></category>
		<category><![CDATA[social media measurement]]></category>
		<category><![CDATA[web analytics]]></category>

		<guid isPermaLink="false">http://mypointofvue.wordpress.com/?p=15</guid>
		<description><![CDATA[Social Media! Everyone wants to get in on the action but how do we measure Social media effectiveness? More importantly what should we track? In today’s age of data overflow it’s hard to get budget for any initiative that does not show direct return on investment, especially any web initiative. In an ideal world every [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=mypointofvue.wordpress.com&amp;blog=9417866&amp;post=15&amp;subd=mypointofvue&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Social Media! Everyone wants to get in on the action but how do we measure Social media effectiveness? More importantly what should we track? In today’s age of data overflow it’s hard to get budget for any initiative that does not show direct return on investment, especially any web initiative.</p>
<p>In an ideal world every initiative could be measured by its impact on the company bottom line. Only a few companies have been able to do this successfully, by using creative techniques. TGI Friday’s comes to mind as a great example. But for the rest of us with smaller budgets social media interaction can only be tracked back to ROI if we could trace the footsteps of visitors to social media pages all the way to their visit to a website. From then on we could identify any conversions that they initiate and can measure their direct impact on revenue.</p>
<p>We could look at</p>
<ol>
<li>Engagement to conversion &#8211;&gt; Amount of engagement on Social media site(comments, posts, discussions etc.) before a customer converts</li>
<li>Conversion behavior analysis &#8211;&gt; What are some of the behavior characteristics of profitable customers, any correlation between net promoters and lead generation,</li>
<li>Lead generation per active user &#8211;&gt; How many leads to the website does one active user generate (fan requests to friends)</li>
<li>Conversion post social media interaction &#8211;&gt; If an existing visitor to a website is more likely to convert after softer social media interaction(blogs, forums, fan pages etc.)</li>
<li>&#8230;and many more</li>
</ol>
<p>One way to track visitors going from social media sites, would be for social media sites to place a cookie on a visitor’s browser, which tracks the visitors behavior just like any other web analytics tool. Let’s assume Mybook is a social media site. Mybook places a cookie on a Mybook user’s browser. This cookie will enable Mybook to identify all ad impressions, group memberships, fan pages that this user has interacted with, without of course recording any personally identifiable data. Mybook will also have to place tagging code within a company’s website to track Mybook visitors who go to that website. Let’s assume, Acme.com is a website that has Mybook tagging code implemented. John Doe is a Mybook user and has been a fan of Acme fan page for a while now.  When John comes to Acme.com Mybook cookie identifies him as a Mybook user and passes that information to the website’s native web analytics code. A mechanism like this will help us identify the footsteps of a person all the way from Mybook to a purchase on Acme.com.  This helps us easily measure social media return on investment.</p>
<p>However in absence of the above features we can still use other measurements to track social media effectiveness. There is no one metric that would help measure social media interactions. Different channels require different approach. Here are some examples of how you might track different social media channels.</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td colspan="3" width="622" valign="top"><strong>Blogs</strong></td>
</tr>
<tr>
<td width="109" valign="top"><strong>Purpose</strong></td>
<td colspan="2" width="513" valign="top">Thought sharing/opinion sharing</td>
</tr>
<tr>
<td width="109" valign="top"><strong>Type   of Media</strong></td>
<td colspan="2" width="513" valign="top">Owned media</td>
</tr>
<tr>
<td rowspan="4" width="109" valign="top"><strong>Measurements</strong></td>
<td width="265" valign="top"><strong>Metric</strong></td>
<td width="248" valign="top"><strong>What it   measures</strong></td>
</tr>
<tr>
<td width="265" valign="top">Number of blog views, time on page, number of comments per blog</td>
<td width="248" valign="top">Engagement, interest</td>
</tr>
<tr>
<td width="265" valign="top">Number of backlinks to the blog</td>
<td width="248" valign="top">Awareness, reach</td>
</tr>
<tr>
<td width="265" valign="top">Number of forwards (send link to friend, share via twitter, facebook   etc)</td>
<td width="248" valign="top">Awareness</td>
</tr>
</tbody>
</table>
<p>&#8212;-</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td colspan="3" width="622" valign="top"><strong>Forums</strong></td>
</tr>
<tr>
<td width="109" valign="top"><strong>Purpose</strong></td>
<td colspan="2" width="513" valign="top">Thought sharing/opinion sharing/problem solving</td>
</tr>
<tr>
<td width="109" valign="top"><strong>Type   of Media</strong></td>
<td colspan="2" width="513" valign="top">Owned media/earned media</td>
</tr>
<tr>
<td rowspan="3" width="109" valign="top"><strong>Measurements</strong></td>
<td width="265" valign="top"><strong>Metric</strong></td>
<td width="248" valign="top"><strong>What it   measures</strong></td>
</tr>
<tr>
<td width="265" valign="top">Number of positive/negative discussions</td>
<td width="248" valign="top">Brand perception</td>
</tr>
<tr>
<td width="265" valign="top">Number of comments around each positive or negative   discussion</td>
<td width="248" valign="top">Validation of brand perception</td>
</tr>
</tbody>
</table>
<p>&#8212;-</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td colspan="3" width="622" valign="top"><strong>Social   Interactions sites(Facebook, Linkedin, mySears community)</strong></td>
</tr>
<tr>
<td width="109" valign="top"><strong>Purpose</strong></td>
<td colspan="2" width="513" valign="top">Interacting with friends family and other like   minded people with similar interests</td>
</tr>
<tr>
<td width="109" valign="top"><strong>Type   of Media</strong></td>
<td colspan="2" width="513" valign="top">Owned media/earned media</td>
</tr>
<tr>
<td rowspan="7" width="109" valign="top"><strong>Measurements</strong></td>
<td width="265" valign="top"><strong>Metric</strong></td>
<td width="248" valign="top"><strong>What it   measures</strong></td>
</tr>
<tr>
<td width="265" valign="top">Number of members in company pages/groups</td>
<td width="248" valign="top">Effective reach</td>
</tr>
<tr>
<td width="265" valign="top">Rate at which current members send out membership   requests to friends</td>
<td width="248" valign="top">Net promoter</td>
</tr>
<tr>
<td width="265" valign="top">Rate of member growth</td>
<td width="248" valign="top">Awareness</td>
</tr>
<tr>
<td width="265" valign="top">Number of comments per update, as a percentage of   total number of members</td>
<td width="248" valign="top">Engagement</td>
</tr>
<tr>
<td width="265" valign="top">Number of assets uploaded by members</td>
<td width="248" valign="top">Engagement</td>
</tr>
<tr>
<td width="265" valign="top">Response to event podcast, webcast, coupon sharing</td>
<td width="248" valign="top">Awareness, engagement, ROI</td>
</tr>
</tbody>
</table>
<p>&#8212;-</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td colspan="3" width="622" valign="top"><strong>Photo   and video sharing sites </strong></td>
</tr>
<tr>
<td width="109" valign="top"><strong>Purpose</strong></td>
<td colspan="2" width="513" valign="top">Sharing something interesting or showcasing   creativity</td>
</tr>
<tr>
<td width="109" valign="top"><strong>Type   of Media</strong></td>
<td colspan="2" width="513" valign="top">Owned media/earned media</td>
</tr>
<tr>
<td rowspan="5" width="109" valign="top"><strong>Measurements</strong></td>
<td width="265" valign="top"><strong>Metric</strong></td>
<td width="248" valign="top"><strong>What it   measures</strong></td>
</tr>
<tr>
<td width="265" valign="top">Number of views</td>
<td width="248" valign="top">Awareness</td>
</tr>
<tr>
<td width="265" valign="top">Number of comments per photo</td>
<td width="248" valign="top">Engagement</td>
</tr>
<tr>
<td width="265" valign="top">Number of forwards</td>
<td width="248" valign="top">Awareness, reach</td>
</tr>
<tr>
<td width="265" valign="top">Number of downloads</td>
<td width="248" valign="top">Awareness, engagement</td>
</tr>
</tbody>
</table>
<p>&#8212;-</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td colspan="3" width="622" valign="top"><strong>Micro-blogging   sites (Twitter)</strong></td>
</tr>
<tr>
<td width="109" valign="top"><strong>Purpose</strong></td>
<td colspan="2" width="513" valign="top">Real time information sharing</td>
</tr>
<tr>
<td width="109" valign="top"><strong>Type   of Media</strong></td>
<td colspan="2" width="513" valign="top">Earned media</td>
</tr>
<tr>
<td rowspan="4" width="109" valign="top"><strong>Measurements</strong></td>
<td width="265" valign="top"><strong>Metric</strong></td>
<td width="248" valign="top"><strong>Purpose</strong></td>
</tr>
<tr>
<td width="265" valign="top">Number of active followers</td>
<td width="248" valign="top">Awareness, reach</td>
</tr>
<tr>
<td width="265" valign="top">Number of forwards(retweets)</td>
<td width="248" valign="top">Interest, awareness, engagement</td>
</tr>
<tr>
<td width="265" valign="top">Number of private messages</td>
<td width="248" valign="top">Interest, awareness</td>
</tr>
</tbody>
</table>
<p>This is by no means an exhaustive list. So feel free to comment and add more to the list.</p>
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		<title>Motorola Cliq &#8211; smartphone for the &#8220;social youth&#8221;</title>
		<link>http://mypointofvue.wordpress.com/2009/09/15/motorola-cliq/</link>
		<comments>http://mypointofvue.wordpress.com/2009/09/15/motorola-cliq/#comments</comments>
		<pubDate>Tue, 15 Sep 2009 01:55:20 +0000</pubDate>
		<dc:creator>mypointofvue</dc:creator>
				<category><![CDATA[Marketing]]></category>
		<category><![CDATA[Motorola]]></category>
		<category><![CDATA[Motorola cliq]]></category>
		<category><![CDATA[smartphone]]></category>
		<category><![CDATA[social networking]]></category>
		<category><![CDATA[t-mobile]]></category>
		<category><![CDATA[teenage marketing]]></category>

		<guid isPermaLink="false">http://mypointofvue.wordpress.com/?p=9</guid>
		<description><![CDATA[Last Thursday, Sept 10th Motorola unveiled Motorola Cliq, a cell phone that runs on Google’s Android operating system. What makes it unique is its focus towards social networking. The software in this phone allows users to have real time status updates from their favorite social networks all on the homepage, without having to log in [...]<img alt="" border="0" src="http://stats.wordpress.com/b.gif?host=mypointofvue.wordpress.com&amp;blog=9417866&amp;post=9&amp;subd=mypointofvue&amp;ref=&amp;feed=1" width="1" height="1" />]]></description>
			<content:encoded><![CDATA[<p>Last Thursday, Sept 10<sup>th</sup> Motorola unveiled Motorola Cliq, a cell phone that runs on Google’s Android operating system. What makes it unique is its focus towards social networking. The software in this phone allows users to have real time status updates from their favorite social networks all on the homepage, without having to log in to the individual networks; this is possible through their new interface called motoblur. Not only status updates but in Motorola’s own words <em>“Now everything is where you want it – in one place, on tap. Your friends, pics, emails, messages, and Facebook™, MySpace and Twitter happenings. Motorola CLIQ is the first phone to come with MOTOBLUR, the only service that can sync them all, with continuous updates and back ups. There are no logins or apps to open, and your data&#8217;s always safe. Talk about socialized.”</em> While it was not very clear how customizable this interface is, I am hoping that users will be able to modify the screen to get updates only from networks that they choose.</p>
<p>With the consumer movement towards real time information sharing, consumers want more information sharing and interaction capability with less effort. Keeping this consumer insight in mind the new Motorola Cliq has combined all the applications that a user might need to interact with his/her friends and network, accessible to the user on one page. Apart from its innovative software platform this phone also has a QWERT keyboard, a 5 mega pixel camera with video recording capabilities, a full HTML Google browser, Google maps feature, GPS, built-in music and video player to name a few.</p>
<p>So who is Cliq’s target market?</p>
<p>The Motorola Cliq is available for free with a two year contract with T-mobile, or for a price (rumored to be $399) without the contract. <a href="http://community.seattletimes.nwsource.com/archive/?date=20061009&amp;slug=btdotsonweb09" target="_blank">T-mobile’s target market has disproportionately high number of young consumers</a>, whom they call “social youth”. Much of T-Mobile’s advertising efforts are also geared towards the younger more connected generation. Finally with a price point that’s lower than its peers and free phones like the Motorola Cliq, designed for the social generation, T-mobile is truly a phone for today’s social youth.</p>
<p>So given the features of the Cliq and it’s partnership with T-mobile it’s safe to say that the Motorola Cliq’ target market is young consumers who want to stay connected with their network, and want to stay on top of everything new that’s happening in their network without having to log in to each network separately.</p>
<p>Will it Cliq?</p>
<p>The US teenage population is always in the cutting edge of technology and highly active in most of the social networking sites. According to a <a href="http://www.pewinternet.org/Reports/2007/Social-Networking-Websites-and-Teens.aspx">study published by Pew Internet &amp; American Life Project</a> about 55% of all American teens aged 12-17 use online social networking sites. Another <a href="http://en-us.nielsen.com/main/insights/consumer_insight/August2009/breaking_teen_myths">study published by the AC Neilsen company</a> shows that among teens aged 13-17, 83% of mobile media usage is in the form of texting. Given this information Motorola Cliq with its social features seems to be well positioned to succeed in the teen mobile market.</p>
<p>However, I also want to point out that currently only a small percentage of the US smartphone market consists of teenagers. This is mainly because of the cost associated with smartphones, however with Motorola Cliq coming free with a T-mobile service this barrier could be easily crossed and Motorola might be able to redefine this market and increase the usage of smart phones among teenagers.</p>
<p>According to the <a href="http://en-us.nielsen.com/main/insights/consumer_insight/August2009/breaking_teen_myths">AC Nielsen company</a> mobile services used most by teenagers include text messaging – 83%, MMS – 56%, Pre-Installed Games-45%, Ringtone downloads- 43%, Instant Messaging – 40%, Mobile Internet – 37%, Screen saver download – 33%,  Picture download &#8211; 32% and so on. So as long as the Motorola Cliq provides novelty and ease of use with these services the phone will be attractive to the teenage population. And as mentioned before the social networking integration is an added huge bonus.</p>
<p>While the Motorola Cliq has many ingredients to be successful, it needs to generate buzz, build a personality, create a cool factor in order to actually succeed. The Cliq needs to create buzz among its core target by attracting teen opinion leaders and early adopters and converting them into brand evangelists.</p>
<ol>
<li>Social Networking: The Cliq needs to have a heavy presence in facebook, myspace and other social networking sites. My initial search returned a Facebook page for the Cliq with only 13 users and the Cliq also does not boast a dedicated Twitter account. This is a little concerning to me; if the Cliq wants to attract heavy users of social networking sites and wants to differentiate itself as the “it” phone for this demographic then it needs to have better presence in the social networking sites.</li>
<li>Crowdsourcing: Cliq can have design contests engaging and interacting with its customers, thereby creating awareness and interest.</li>
<li>Brand ambassadors: Motorola can select brand ambassadors and give the Motorola Cliq to these select few opinion leaders, to increase product visibility.</li>
<li>Feedback: No product is perfect in its first version. Motorola can ask for constructive criticism from the Cliq users; this will help enhance the features of the Cliq, in subsequent versions.</li>
<li>Entertainment: Motorola can equip the Cliq with free innovative games, and software. A good game that catches on can further differentiate Cliq from competitors.</li>
</ol>
<p>These are just a few ways Motorola can give the new Cliq some marketing ammo to complement its great features.</p>
<p>I am personally a great fan of Motorola phones, and hope that the Cliq succeeds. But only time will tell whether the Cliq clicks for Motorola or not. In my opinion they have a great product (may need some tweaking, but that’s what Version 2, 3 and 4 are for), and now needs a great marketing strategy.</p>
<p>All the best to the Motorola Cliq!</p>
<p>As always please leave a comment. I would love to hear from you.</p>
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