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	<title>Alex&#8217;s Notes &#187; traffic</title>
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		<title>Website Traffic Modeling &#8211; Part 1 &#8211; Introduction</title>
		<link>http://alexfrakking.com/2009/01/14/website-traffic-modeling-part-1-introduction/</link>
		<comments>http://alexfrakking.com/2009/01/14/website-traffic-modeling-part-1-introduction/#comments</comments>
		<pubDate>Thu, 15 Jan 2009 02:44:33 +0000</pubDate>
		<dc:creator>Alex Frakking</dc:creator>
				<category><![CDATA[traffic modeling]]></category>
		<category><![CDATA[ad revenue]]></category>
		<category><![CDATA[advertising]]></category>
		<category><![CDATA[estimation]]></category>
		<category><![CDATA[growth]]></category>
		<category><![CDATA[modeling]]></category>
		<category><![CDATA[prediction]]></category>
		<category><![CDATA[traffic]]></category>
		<category><![CDATA[viral]]></category>

		<guid isPermaLink="false">http://alexfrakking.com/?p=94</guid>
		<description><![CDATA[Have you ever wondered:
<ul class="unIndentedList">
	<li> How fast can my website grow?</li>
	<li> How long will it take to make good money on traffic?</li>
	<li> What are the most important factors for website traffic growth?</li>
	<li> How much should I spend on website advertising?</li>
</ul>
<a href="http://www.coverpop.com/bigpicture/"><img class="aligncenter size-full wp-image-95" title="traffic_mashup" src="http://alexfrakking.com/wp-content/uploads/2009/01/traffic_mashup.jpg" alt="traffic_mashup" width="500" height="361" /></a>
Over my next few posts I'll develop a practical method for modeling website traffic that can answer all of those questions, and more!]]></description>
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										</div><p>Have you ever wondered:</p>
<ul class="unIndentedList">
<li> How fast can my website grow?</li>
<li> How long will it take to make good money on traffic?</li>
<li> What are the most important factors for website traffic growth?</li>
<li> How much should I spend on website advertising?</li>
</ul>
<p><a href="http://www.coverpop.com/bigpicture/"><img class="alignright" title="traffic_mashup" src="http://alexfrakking.com/wp-content/uploads/2009/01/traffic_mashup.jpg" alt="traffic_mashup" width="500" height="361" /></a>Over my next few posts I&#8217;ll develop a practical method for modeling website traffic that can answer all of those questions, and more!</p>
<p>The web is barren of information on traffic prediction, maybe because it&#8217;s so challenging. The main problems are:</p>
<ul class="unIndentedList">
<li> It&#8217;s difficult to model the qualitative aspects of a site: quality of content, site appearance, navigation, domain name, etc.</li>
<li> Visitors can arrive in different ways and for different reasons</li>
<li> Small inputs can have a large effect (&#8216;<a href="http://en.wikipedia.org/wiki/Digg_effect">digg effect</a>&#8216;, viral content, etc.)</li>
</ul>
<p>The number of unknown and unquantifiable variables makes accurate prediction impossible, especially in a site&#8217;s early life. But there are still benefits for trying, including:</p>
<ul class="unIndentedList">
<li> Insight regarding important parameters for site growth (should I advertise more, focus on loyalty, or encourage referrals?)</li>
<li> Rapidly testing &#8216;what if&#8217; scenarios (what if conversion rate is half the expected value?)</li>
<li> Planning infrastructure (when will I approach my bandwidth limit?)</li>
<li> Something to show investors</li>
</ul>
<h2>The Easy Way</h2>
<p><img class="alignright size-full wp-image-103" title="easy" src="http://alexfrakking.com/wp-content/uploads/2009/01/easy.png" alt="easy" width="150" height="142" />Probably the easiest way to predict growth of a new website is to look at other sites. Find one that offers a similar product/service in the same market, and see how their traffic has grown (try <a href="http://alexa.com">Alexa</a> or <a href="http://trends.google.com/websites">Google Trends for websites</a>). For many small sites (ecommerce, online directories, blogs, etc.) it&#8217;s reasonable to assume that if you do what they did, you could get similar results. If you know what they&#8217;ve done in the way of advertising and link-building you&#8217;ll know how much effort is required to approach their traffic level.</p>
<p>This approach takes little thought and no math, but has two drawbacks:</p>
<ul class="unIndentedList">
<li> There may not be a comparable website</li>
<li> It doesn&#8217;t help you understand the growth</li>
</ul>
<p>In Part 2 I&#8217;ll review basic growth models and how to extrapolate your existing traffic!</p>
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