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	<title>Alan Mitchell &#124; Search Marketing Techniques &#187; CTR</title>
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		<title>Intelligent Analytics for Intelligent AdWords Management</title>
		<link>http://www.alanmitchell.com.au/techniques/intelligent-analytics-for-intelligent-adwords-management/</link>
		<comments>http://www.alanmitchell.com.au/techniques/intelligent-analytics-for-intelligent-adwords-management/#comments</comments>
		<pubDate>Tue, 15 Sep 2009 12:47:14 +0000</pubDate>
		<dc:creator>Alan Mitchell</dc:creator>
				<category><![CDATA[Techniques]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[analytics]]></category>
		<category><![CDATA[bounce rate]]></category>
		<category><![CDATA[conversion]]></category>
		<category><![CDATA[conversion rate]]></category>
		<category><![CDATA[CTR]]></category>
		<category><![CDATA[engagement]]></category>
		<category><![CDATA[google analytics]]></category>
		<category><![CDATA[keywords]]></category>
		<category><![CDATA[optimisation]]></category>
		<category><![CDATA[pages per visit]]></category>
		<category><![CDATA[ppc]]></category>
		<category><![CDATA[time on site]]></category>

		<guid isPermaLink="false">http://www.alanmitchell.com.au/?p=660</guid>
		<description><![CDATA[All too often keywords in a paid search account are evaluated based solely on their ability to generate conversions: leads, bookings or sales. If a keyword has an unacceptable conversion rate or an unsatisfactory return on investment (ROI), it is paused or its bid is greatly reduced. Sometimes, if conversion data is scarce, click-through-rate (CTR) [...]]]></description>
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<p>All too often keywords in a paid search account are evaluated based solely on their ability to generate conversions: leads, bookings or sales. If a keyword has an unacceptable conversion rate or an unsatisfactory return on investment (ROI), it is paused or its bid is greatly reduced.</p>
<p>Sometimes, if conversion data is scarce, click-through-rate (CTR) is instead used to evaluate a keyword&#8217;s performance. If a keyword generates only 5 clicks from 1,000 impressions, it has a CTR of 0.5% so is deemed irrelevant. The keyword is then paused or relegated to the second page of search result obscurity.</p>
<p>This is not the right approach.  <span id="more-660"></span></p>
<h3>Beyond the Click</h3>
<p>There is more to paid search management than optimising keywords based only on conversion rates and click-through-rates. A more intelligent approach also considers what happens once a user clicks on your ad:</p>
<ul>
<li>How many pages are they viewing?</li>
<li>How long are they spending on your site?</li>
<li>How many people are immediately bouncing?</li>
<li>How many people are returning at a later date?</li>
</ul>
<p>If a keyword has a poor conversion rate and a poor click through rate, but people  are viewing a large number of pages, spending a long time on your site and returning regularly, the keyword may be doing a great job at creating awareness of your products or services. Even though conversion rate may be low, the keyword may not deserve to be paused or have its bid reduced &#8211; instead it may be beneficial to increase its bid to allow the keyword to flourish and user engagement to increase.</p>
<p>Similarly, if a keyword is converting well but 80% of people are immediately <a href="http://www.google.com/support/analytics/bin/answer.py?hl=en&amp;answer=81986" target="_blank">bouncing</a>, finding out why &#8211; perhaps by looking at search queries being matched to the keyword &#8211; could help the keyword convert even better.</p>
<h3>How to Optimise a Campaign Intelligently</h3>
<p>Analytics software, such as <a href="http://www.google.com/analytics/" target="_blank">Google Analytics</a>, are incredibly useful in helping to understand what people do after they click on your ad and land on your site. If your Google Analytics account is <a href="http://www.google.com/support/analytics/bin/answer.py?hl=en&amp;answer=55507" target="_blank">linked to your Google AdWords account</a>, it is possible to see page views, time on site and bounce rate for each of your AdWords campaigns, ad groups and keywords (select <em>Traffic Sources &gt; AdWords &gt; AdWords Campaigns</em>).</p>
<p>Once you&#8217;ve logged into Google Analytics, look at each of your campaigns:</p>
<ul>
<li>Which campaigns are engaging users with a high time spent on site? Why?</li>
<li>Which campaigns are bringing in untargeted users who immediately bounce back and go elsewhere? Why?</li>
<li>Which campaigns are persuading users to come back later? Why?</li>
</ul>
<p>Next, drill down to ad group level and keywords level (if you have enough data) and ask yourself the same questions. 100 visits is usually significant to make reliable, informed decisions &#8211; but be careful about drawing conclusions for keywords / ad groups with less than 30 visits.</p>
<p>Make a note of those campaigns, ad groups and keywords which stand out, both positively and negatively. Look for common words that regularly appear in unusually high or unusually low metrics, such as &#8216;cheap&#8217;, &#8216;discount&#8217; and &#8216;free&#8217;. How have they performed?  Probably very different to your more generic keywords, you would imagine, but in what way?</p>
<p>Look for locations,  product names and other qualifiers &#8211; can you notice any trends? Are there certain keywords with a high bounce rate? Could any negatives be added to reduce bounce rate?</p>
<p>Record any trends and resulting changes in a log. This is your insight on user engagement, and will not only help you develop a improved paid search campaign which will better connect with users, but will also help you better understand your audience and make more informed, strategic business decisions.</p>
<h3>How to Optimise a Campaign Even More Intelligently</h3>
<p>If you&#8217;re feeling more ambitious, export the keyword data to Excel and VLOOKUP each keyword&#8217;s Analytics performance to its AdWords performance (select <em>Traffic Sources  &gt; AdWords &gt; AdWords Campaigns &gt; &#8220;dimension&#8221; = &#8220;keywords&#8221; &gt; export &gt; CSV for Excel</em>).</p>
<p>That way, when you&#8217;re looking at each keyword&#8217;s costs, CTR, conversions and ROI, you can also consider page views, time on site, returning visits and bounce rate, and better understand each keyword&#8217;s impact on creating awareness and interest.</p>
<p>Look at keyword 8 in the example below. It has a low conversion rate and a high cost per conversion, so based on conversion performance it should perhaps be paused. But notice how page views, time on site and bounce rate are all exceptionally good. Should the keyword really really be paused? It seems to be engaging users well, so why not instead find out why its conversion is so low?</p>
<p>Similarly, keyword 9 is converting well, but if it&#8217;s  bounce rate could be reduced, it could become even more profitable. Play around with new ideas and experiment optimising bids based on different metrics.  <a href="http://www.alanmitchell.com.au/uploads/2009/09/intelligent-keyword-analysis.png"><img class="aligncenter size-full wp-image-664" style="border: none" title="intelligent keyword analysis" src="http://www.alanmitchell.com.au/uploads/2009/09/intelligent-keyword-analysis.png" alt="Using Google Analytics for Google AdWords Analysis" width="607" height="515" /></a></p>
<h3>It&#8217;s All About Engagement</h3>
<p>The next time you optimise your campaign, remember there&#8217;s more to paid search management than conversions. If, <a href="http://www.itfacts.biz/internet-use-at-home-and-at-work/11702" target="_blank">like the majority of Americans</a>, you&#8217;ve ever researched your next holiday, browsed that DVD player or shortlisted those birthday presents on your lunch break at work, only to buy online when you get home (on a different IP address), you will appreciate that keyword conversion data can only get you so far.</p>
<p>Conversion optimisation is naturally biased towards converting keywords, so will tend to ignore keywords at earlier stages of the buying cycle, which may play an essential role in creating awareness, generating interest and engaging users with your products, services and brand.</p>
<p>Conversion data &#8211; and automated tools which optimise keywords based on conversion data &#8211; are not the be all and end all of paid search management. Understanding user engagement could well be, and the tools to get you started are right at your fingertips.</p>
<p><BR>&nbsp;<BR></p>
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		<title>The 5 Benefits of Long-Tail Keywords</title>
		<link>http://www.alanmitchell.com.au/techniques/benefits-of-long-tail-keywords/</link>
		<comments>http://www.alanmitchell.com.au/techniques/benefits-of-long-tail-keywords/#comments</comments>
		<pubDate>Thu, 06 Aug 2009 04:48:14 +0000</pubDate>
		<dc:creator>Alan Mitchell</dc:creator>
				<category><![CDATA[Techniques]]></category>
		<category><![CDATA[adwords]]></category>
		<category><![CDATA[analysis]]></category>
		<category><![CDATA[conversion rate]]></category>
		<category><![CDATA[CPA]]></category>
		<category><![CDATA[CPCs]]></category>
		<category><![CDATA[CTR]]></category>
		<category><![CDATA[keywords]]></category>
		<category><![CDATA[long-tails]]></category>
		<category><![CDATA[personalisation]]></category>
		<category><![CDATA[ppc]]></category>
		<category><![CDATA[relevancy]]></category>
		<category><![CDATA[research]]></category>
		<category><![CDATA[tailoring]]></category>
		<category><![CDATA[user journey]]></category>

		<guid isPermaLink="false">http://www.alanmitchell.com.au/?p=524</guid>
		<description><![CDATA[There&#8217;s been a lot of talk about long-tail keywords in pay per click (PPC). You could say it started in the entertainment industry with Chris Anderson&#8217;s influential Long Tail article in 2004, but it wasn&#8217;t long before the concept became mainstream among search marketers. Long-tail keywords are those low-volume, obscure, infrequently searched-for keywords that turn [...]]]></description>
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<p>There&#8217;s been a lot of talk about long-tail keywords in pay per click (PPC). You could say it started in the entertainment industry with Chris Anderson&#8217;s influential <a title="The Long Tail" href="http://www.wired.com/wired/archive/12.10/tail.html" target="_blank">Long Tail</a> article in 2004, but it wasn&#8217;t long before the concept became mainstream among search marketers.</p>
<p>Long-tail keywords are those low-volume, obscure, infrequently searched-for keywords that turn up in your search query reports. &#8216;Cheap remortgage for bad credit history&#8217; is one example of a long-tail keyword. &#8216;Remortgages&#8217; is not.</p>
<p>The theory goes like this:</p>
<ul>
<li>Long-tail keywords, en masse, can provide significant search volume (high impressions)</li>
<li>Long-tail keywords have less competition than generic keywords (lower cost per click (CPC), higher click-through rate (CTR))</li>
<li>Long-tail keywords are more specific than generic keywords, so ads can be better tailored to match the searcher&#8217;s needs (higher CTR, higher Quality Score, less wastage from irrelevant searches)</li>
<li>People making long-tail searches are often further along in the buying cycle and more willing to buy than people making generic searches (higher conversion rate)</li>
<li>These lower CPCs, higher CTRs and higher conversion rates mean long-tail keywords can be extremely profitable (lower cost per acquisition (CPA))</li>
</ul>
<p>So are long-tail keywords all they are cracked up to be? Are they worth all the time, effort and commitment they require?</p>
<p><span id="more-524"></span></p>
<p>In short: yes.</p>
<p>Over the course of this article you&#8217;ll see exactly how search volume, CTR, CPCs, average position, conversion rate and CPA differs for searches containing different numbers of words, and how long-tail keywords can benefit your business immensely. Using three months of real Google AdWords campaign data, you&#8217;ll see that long-tail searches outperform generic short-tail searches on almost every measure, and provide a great opportunity to connect with customers which is generally not being taken by the majority of advertisers.</p>
<h3>1. Search Volume (Impressions)</h3>
<p>Let&#8217;s start with search volume. Do people make long-tail searches in any meaningful volume?</p>
<p>Look at the example below. Although 1 and 2-word searches may be under-represented in the example (the account has a natural bias towards keywords of at least 3 words), it is clear that as the number of words in a search query increases beyond 3, the number of searches made using that that number of words falls.</p>
<p>This isn&#8217;t surprising. You would of course expect search volume to drop as searches start becoming obscure and lengthy. It is little surprise that more people are making shorter searches such as as &#8216;cheap televisions Brisbane&#8217; (3 words) instead of longer searches such as &#8216;low cost Sony Bravia television shops in Brisbane&#8217; (8 words).</p>
<p><a href="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-searches.png"><img class="aligncenter size-full wp-image-539" style="border: none" title="long tail searches" src="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-searches.png" alt="Long Tail Keyword Search Volume" width="204" height="440" /></a></p>
<p>What is worth noting, however, is the power of these long-tail keywords en masse. Added together, searches of 5 words or more accounted for 21% of all impressions. While long-tail keywords may be individually insignificant, a PPC campaign with thousands of long-tails can be a serious source of additional traffic.</p>
<h5>Fact: Long-tail searches have significant search volume</h5>
<h3>2. Click-Through Rate (CTR)</h3>
<p>Another common belief among search marketers is that click-through rate (CTR) is higher for long-tail keywords. Their reasoning being:</p>
<ol>
<li>Long-tail keywords have less competition, so there is a higher chance someone will click your ad</li>
<li>Long-tail keywords are more specific in their requirements, so you can write a more targeted and relevant ad to encourage the searcher to click</li>
</ol>
<p>While the first point is perhaps rather tenuous (Google&#8217;s broad-matching mechanism often sends long-tail searches to advertisers&#8217; short-tail keywords), the second point is definitely true. If someone searches for &#8216;cheap Sony Bravia 46 inch televisions&#8217;, and your ad mentions the words &#8216;Sony Bravia&#8217;, &#8217;46 inch&#8217; and &#8216;televisions&#8217;, perhaps with latest prices for that model, it makes sense that your ad will be more appealing than a generic &#8216;Sony televisions&#8217; ad.</p>
<p>Let&#8217;s have a look at CTR for searches of different word counts. While searches of 1, 2 and 3 words have a relatively low CTR, CTR appears to increase significantly for searches of at least 4 words. CTR, it seems, is considerably stronger for long-tail keywords.</p>
<h3><a href="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-CTR.png"><img class="aligncenter size-full wp-image-540" style="border: none" title="long tail CTR" src="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-CTR.png" alt="Long Tail Keywords Have Higher Click Through Rate (CTR)" width="284" height="439" /></a></h3>
<h5>Fact: Long-tail keywords can achieve a higher CTR, as long as ads are tailored to the search query</h5>
<h3>3. Cost Per Click (CPC) &amp; Average Position</h3>
<p>Many search marketers also believe long-tail keywords are cheaper. They have less competition, fewer people bidding on them to drive up their prices, so CPCs will be kept relatively low.</p>
<p>So are long-tail keywords cheaper than generic keywords?</p>
<p>To answer this question, it is important to bring average position into consideration. Since CPCs and ad rankings are closely connected (a higher CPC typically means higher ad ranking), both average position and CPCs need to be considered together.</p>
<p>First, let&#8217;s look at CPCs. For searches of 13 words or more, CPCs do tend to be cheaper. For searches under 13 words, however, CPCs tend to be very similar. A 9-word search query costs pretty much the same price as a 4-word search query. CPCs do fall very slightly as word length increases from 3 to 12 words, but I would hardly call that significant.</p>
<p><a href="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-CPC.png"><img class="aligncenter size-full wp-image-541" style="border: none" title="long tail CPC" src="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-CPC.png" alt="long tail CPC" width="366" height="439" /></a></p>
<p>Now let&#8217;s look at average position (a higher bar represents a higher ad ranking). For 1, 2 and 3-word searches, ad ranking is relatively low, and ads are appearing near the bottom of the first page. As word length increases, however, ads are shown significantly higher. They are appearing in the top positions.</p>
<p><a href="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-average-position.png"><img class="aligncenter size-full wp-image-542" style="border: none" title="long tail average position" src="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-average-position.png" alt="Higher Google Search Engine Rankings from Long-Tail Keywords" width="448" height="437" /></a></p>
<p>So although CPCs were relatively similar for searches of all word counts, long-tails were often shown in a higher position.</p>
<p>When you think about it, this makes perfect sense. When you set a maximum CPC bid for each keyword, Google will show you as high as possible without going over your maximum bid. If long tail keywords are cheaper, Google won&#8217;t necessarily charge you less. It is in their interest to charge you as much as possible, so they will instead keep your CPCs close to your maximum bid but show you in a higher position.</p>
<h5>Fact: Long-tail keywords are cheaper for the same ad ranking, or the same price for a higher ad ranking</h5>
<h3>4. Conversion Rate</h3>
<p>So we&#8217;ve seen that long-tail keywords have a significant search volume. They exhibit a strong CTR and are often cheaper than their short-tailed rivals. But clicks are no good if people don&#8217;t engage with your site or part with their cash. It&#8217;s often conversion that really matters.</p>
<p>So are long-tail searches more likely to convert?</p>
<p>Many search marketers seem to think so &#8211; their reasoning being that people who make longer, more specific searches have already done their research and know exactly what they want. They are further along in the buying cycle so are more likely to open their wallet.</p>
<p>Let&#8217;s have a look at conversion rate for searches of different word counts.</p>
<h3><a href="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-conversion-rate.png"><img class="aligncenter size-full wp-image-543" style="border: none" title="long tail conversion rate" src="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-conversion-rate.png" alt="Long Tail Searches Have Higher Conversion Rate &#038; Higher ROI" width="528" height="438" /></a></h3>
<p>It&#8217;s a pretty convincing trend. As the number of words increases, so does conversion rate.</p>
<h5>Fact: Long-tail keywords have a higher conversion rate</h5>
<h3>5. Cost Per Acquisition (CPA)</h3>
<p>Finally, what does this mean for CPA, profitability, return on investment (ROI)? Is it cheaper to acquire a customer through the long-tail?</p>
<p>Let&#8217;s have a look at the CPA column.</p>
<p><a href="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-CPA.png"><img class="aligncenter size-full wp-image-544" style="border: none" title="long tail CPA" src="http://www.alanmitchell.com.au/uploads/2009/08/long-tail-CPA.png" alt="long tail CPA" width="606" height="436" /></a>Again, there appears to be a clear trend between word count and CPA. Conversions from long-tail searches seem to be cheaper than conversions from generic, short-tail searches.</p>
<p>And it&#8217;s not just one or two conversions which are coming through long-tail searches, either. Remember how long-tails of 5 words or more accounted for 21% of all searches? Well, those 21% of long-tails generated a massive 40.5% of all conversions.</p>
<h5>Fact: Long-tail keywords have a lower cost per acquisition and can be extremely profitable</h5>
<h3>Long-Tails Are Your Friend</h3>
<p>As we have seen, the benefits of long-tail keywords are many:</p>
<ol>
<li>Significant search volume</li>
<li>Higher CTR</li>
<li>Cheaper CPCs (or higher ad ranking)</li>
<li>Higher conversion rate</li>
<li>Lower CPA</li>
</ol>
<p>Quite simply, they outperform generic, short-tail keywords on every measure.</p>
<p>Don&#8217;t get me wrong, long-tails shouldn&#8217;t <em>replace</em> your short-tail keywords. Short-tails, if used wisely, are great for building interest and awareness at the early stages of the buying cycle. Your long-tail keyword strategy should complement your short-tail strategy.</p>
<p>So by all means continue showing on your high-volume keywords &#8211; after all, they may be your bread and butter that keep your business afloat. But the next time you work on you AdWords account, spend some time researching relevant long-tail keywords. Try to think what people are actually searching for and use <a title="Google Keyword Tool" href="https://adwords.google.co.uk/select/KeywordToolExternal" target="_blank">keyword tools</a> to help. Structure your keywords into closely-themed ad groups and tailor your ads and landing pages to cater for these specialised long-tail searches.</p>
<h3>Your Moment to Shine</h3>
<p>Of course, researching thousands of keywords and structuring them into hundreds of closely-themed ad groups, each with tailored ads and landing pages, is by no means easy. It will take considerable time, effort and dedication, not to mention the many hours of keyword and search query analysis, ad group expansion and ad copy testing once your keywords are live.</p>
<p>But think about your target audience for a minute. They are calling out for someone to meet their needs in a personalised and relevant way. It&#8217;s the age of social interaction, and people are sick of seeing generic ad after generic ad. And despite many advertisers claiming they are &#8220;doing this already&#8221;, consumers are not currently getting a personalised and relevant service (see <a href="../techniques/relevancy-the-holy-grail-of-ppc/" target="_self">Relevancy: The Holy Grail of PPC</a>).</p>
<p>If you can be the advertiser who understands your audience using search query analysis, if you can cater for their individual needs with relevant ads and landing pages, if you can be the one who makes a mark in your industry, customers will reward you with their wallet. It&#8217;s your opportunity to stand out from the competition. So take it.</p>
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