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	<title>SocialStartups.com</title>
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	<link>http://www.socialstartups.com</link>
	<description>All that's new in the social computing space.</description>
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		<title>Woah.</title>
		<link>http://www.socialstartups.com/2011/11/22/woah/</link>
		<comments>http://www.socialstartups.com/2011/11/22/woah/#comments</comments>
		<pubDate>Tue, 22 Nov 2011 22:11:57 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
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		<guid isPermaLink="false">http://www.socialstartups.com/2011/11/22/woah/</guid>
		<description><![CDATA[Screenshots of the app coming next.]]></description>
			<content:encoded><![CDATA[<p><a href="http://images.postling.com/a/ac2/g_fullxfull.32629.jpg"><img src="http://images.postling.com/a/ac2/g_400xN.32629.jpg" /></a></p>
<p>	Screenshots of the app coming next.</p>
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		<title>Notes from Yelp&#8217;s S-1 IPO Filing</title>
		<link>http://www.socialstartups.com/2011/11/17/notes-from-yelps-s-1-ipo-filing/</link>
		<comments>http://www.socialstartups.com/2011/11/17/notes-from-yelps-s-1-ipo-filing/#comments</comments>
		<pubDate>Thu, 17 Nov 2011 22:59:32 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
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		<guid isPermaLink="false">http://www.socialstartups.com/2011/11/17/notes-from-yelps-s-1-ipo-filing/</guid>
		<description><![CDATA[Some quick thoughts after skimming Yelp&#39;s S-1. Read it in the raw here. 22M reviews of 19M businesses, averaging 100 words per review. 529k businesses have &#34;claimed&#34; their page. 19k local businesses pay for advertising, spending an average of $234/mo. Yelp made $40M in local advertising revenue so far this year, and $58M overall. That [...]]]></description>
			<content:encoded><![CDATA[<div>	Some quick thoughts after skimming Yelp&#39;s S-1. <a href="http://www.sec.gov/Archives/edgar/data/1345016/000119312511315562/d245328ds1.htm">Read it in the raw here</a>.</div>
<ol>
<li>		22M reviews of 19M businesses, averaging 100 words per review.</li>
<li>		529k businesses have &quot;claimed&quot; their page.</li>
<li>		19k local businesses pay for advertising, spending an average of $234/mo.</li>
<li>		Yelp made $40M in local advertising revenue so far this year, and $58M overall.</li>
<li>		That said, Yelp lost $7.6M in revenue so far this year, mostly due to spending $38.5M on sales &amp; marketing.</li>
<li>		Yelp admits that a substantial amount of their traffic comes from search engines, with Google representing 50% of that traffic, and if they were to lose their rank in unpaid search results, they are screwed. I mean, it would have a &quot;substantial negative effect.&quot;</li>
<li>		The top categories for reviews are &quot;Shopping&quot; and &quot;Restaurants&quot;, each representing 23% of all reviews. I&#39;m surprised, as I&#39;ve never looked at a &quot;Shopping&quot; review. I would have guessed &quot;Restaurants&quot; would be 50%.</li>
</ol>
<p>	The biggest takeaway here is that Yelp is actually have a HUGE problem getting businesses to engage with them. Only 2.78% of businesses have claimed their Yelp page, and only 0.1% of businesses are advertisers. That&#39;s despite what you&#39;d imagine to be a strong brand that a lot of people know. I wonder how Foursquare feels&#8230;</p>
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		<title>Tumblr as one giant human relevancy filter and how e-commerce might save them</title>
		<link>http://www.socialstartups.com/2010/11/24/tumblr-as-one-giant-human-relevancy-filter-and-how-e-commerce-might-save-them/</link>
		<comments>http://www.socialstartups.com/2010/11/24/tumblr-as-one-giant-human-relevancy-filter-and-how-e-commerce-might-save-them/#comments</comments>
		<pubDate>Wed, 24 Nov 2010 15:42:25 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
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		<guid isPermaLink="false">http://www.socialstartups.com/2010/11/24/tumblr-as-one-giant-human-relevancy-filter/</guid>
		<description><![CDATA[Back in 2008, David Karp and John Maloney visited me and my friend Bre Pettis at the Etsy offices to discuss an idea we had*. David shared with us this idea that Tumblr could be a new kind of search engine for the internet.. a search engine whose index only contained content a human had [...]]]></description>
			<content:encoded><![CDATA[<p>	Back in 2008, David Karp and John Maloney visited me and my friend <a href="http://www.brepettis.com/">Bre Pettis</a> at the Etsy offices to discuss an idea we had*. David shared with us this idea that Tumblr could be a new kind of search engine for the internet.. a search engine whose index only contained content a human had deemed valuable.</p>
<p>	Anthony (<a href="http://soupsoup.tumblr.com/">soupsoup</a>) has clearly understood that potential from the beginning, both in how he uses his Tumblr dashboard to curate news and how he manages <a href="http://neighborhoodr.com/">Neighborhoodr</a>.</p>
<p>	Anyway, yesterday I finally got to meet <a href="http://cacioppo.tumblr.com/">Christina Cacioppo</a>, Union Square Venture&#39;s newest associate, and she told me that she&#39;s been seeing a lot of pitches lately trying to tackle the relevancy problem through personalization (something I know a lot about having been the product manager for that team at Amazon.com). This is both relevancy as it relates to news, e-commerce, or otherwise (art, music, relationships). Our conversation reminded me of what David Karp said and what Anthony does&#8230; and given Tumblr&#39;s latest round of funding I&#39;ve been thinking a lot about what I think Tumblr could do to create $500M in value (which is what I think their exit would need to be given their latest round and valuation).</p>
<p>	So where is the real value? I don&#39;t have it all figured out yet. My intuition is applying the tumblr human filter network to long tail categories &#8211; fashion, news, humor, art, music &#8211; as a way to extract the diamonds from the rough. Is that monetizable? Maybe it is, in the context of e-commerce, where people pay to purchase those fashionable objects, artistic pieces, digital albums, or concert tickets.</p>
<p>	Tumblr currently has <a href="http://www.quantcast.com/search-servlet?domain=tumblr.com">47.8M uniques a month</a>, according to Quantcast. For the purposes of easy math, let&#39;s say they get to 100M uniques in 12-18 months, and 3% of all users buy something via Tumblr post. Furthermore, let&#39;s say the average item price is $15 (way less for music, way more for clothing / tickets / art) and Tumblr takes a 5% transaction fee. 100M * 3% * $15 * 5% = $2.25M / mo or $27M / year. Add on a couple other revenue streams (premium themes, sponsored posts in your dash, sponsored Radar items, sponsored Tumblrs you might want to follow) and I could see them getting to the $40-50M / year range. Not sure that gets you acquired for $500M, but it&#39;s in the ballpark.</p>
<p>	What do you think?</p>
<p>	&#8212;&#8212;&#8212;-</p>
<p>	*Basically, give every Etsy user a tumblog, and populate it with all of the items they &quot;favorited&quot;. Then, you could follow the tumblogs of people who&#39;s tastes you loved. The motivation was to solve the &quot;I can&#39;t find anything on Etsy&quot; problem, plus increase user engagement. We both left Etsy before we could make it happen. Hopefully <a href="http://svpply.com/">SVPPLY</a> can fill the gap we saw.</p>
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		<title>David Beisel: Micro VCs Are all BFFs&#8230; Forever?</title>
		<link>http://www.socialstartups.com/2010/08/22/david-beisel-micro-vcs-are-all-bffs-forever/</link>
		<comments>http://www.socialstartups.com/2010/08/22/david-beisel-micro-vcs-are-all-bffs-forever/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 17:14:56 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.socialstartups.com/2010/08/22/david-beisel-micro-vcs-are-all-bffs-forever/</guid>
		<description><![CDATA[quoted from Micro VCs Are all BFFs&#8230; Forever? Micro VCs are notorious for building large and friendly syndicates.&#160; One or two players decide (sometimes rather quickly) to make a seed-stage investment in a new startup, and as a round comes together they invite in a number of their Micro VC and angel cohorts.&#160; What&#8217;s the [...]]]></description>
			<content:encoded><![CDATA[<p>	<em>quoted from <a href="http://feedproxy.google.com/~r/GenuineVC/~3/HM4afmeeJDs/micro-vcs-are-all-bffs-forever.html">Micro VCs Are all BFFs&#8230; Forever?</a></em></p>
<blockquote><p>		Micro VCs are notorious for building large and friendly syndicates.&nbsp; One or two players decide (sometimes rather quickly) to make a seed-stage investment in a new startup, and as a round comes together they invite in a number of their Micro VC and angel cohorts.&nbsp; What&rsquo;s the reasoning for all of this chummy behavior?&nbsp; While traditional VCs sometimes have a love/hate relationship with their syndicate partners (often depending on how well their mutual portfolio companies are performing), it seems as though in the Micro VC arena all of the players speak and act like best friends.&nbsp; Can this friendship last forever?</p>
<p>		Just like traditional VCs, Micro VCs syndicate to pool their risk and their (tangible and intangible) resources in maximizing the upside of the investment while hedging the downside.&nbsp;&nbsp; Therefore, <strong>the most obvious reason for Micro VCs to syndicate more prevalently is due to capital constraints</strong>.&nbsp; When a Micro VC is working from a relatively smaller pool of capital (usually less than $25M per partner), it would prefer to spread risk out further.&nbsp; Plus, unlike traditional VCs which have capacity to invest over the life-cycle of the startup, Micro VCs can usually only afford to play for a round or two.&nbsp; Or not even a full round in many cases.&nbsp; <strong>By definition MicroVCs need each other</strong>.</p>
<p>		However, <strong>the friendly nature of syndicates is not just dictated by capital constraint, but deal sourcing and velocity as well</strong>.&nbsp; Perhaps implicit in Micro VC model is the aim to potentially maximize the number of good deals to deploy capital, as opposed to maximizing the amount of capital deployed into a number of potentially good deals.&nbsp; Given the number of deals that they do each year, <strong>Micro VCs more actively turn to their peers for deal sourcing</strong>.&nbsp; This situation is further exaggerated by the smaller funds they manage which result in less management fees.&nbsp; Without additional cash flow coming into the firm, Micro VCs lack the ability to hire associates or other support to provide leverage on deal sourcing, so they instinctively turn to their fellow firms.</p>
<p>		This reliance on outsider syndicates for deal flow does present risks for Micro VCs.&nbsp; Outsourced deal sourcing shouldn&rsquo;t be confused as outsourced deal diligence &ndash; a potential fatal flaw which does certainly happen.&nbsp; Playing nicely in syndicates is not reliable due diligence, period.&nbsp; This group-think effect also fosters a negative situation for entrepreneurs as well.&nbsp; With Micro VCs building syndicates in familiar packs, a cursory investment decision by one group-member can spread quickly.&nbsp; Somebody passes in a clique, and soon an entrepreneur is receiving an automatic &ldquo;no&rdquo; from the rest of the network of informal ties.</p>
<p>		<strong>The third reason Micro VCs travel in overly-friendly packs is that the Micro VC space is relatively immature</strong>, so the supply of good investment opportunities is still outweighed by the demand.&nbsp; Almost all of the firms or quasi-firms are just a couple years old.&nbsp; As the Micro VC space matures and there are additional entrants in the market, potential competition for getting into deals and more capital in each will increase.&nbsp; This evolution will drive up the &ldquo;price&rdquo; of getting into good deals and the chumminess will be dampened. &nbsp;</p>
<p>		Moreover, as some Micro VCs experience success and decide to change strategies by &ldquo;growing up&rdquo; into traditional VCs, their capital constraint goes away.&nbsp; So players who were friendly originally may be less so down the road.&nbsp; Yet just as traditional VCs are face their peer firms as coopetition, this situation will endure in the Micro VC segment as well.&nbsp; <strong>As the space matures some of the over-enthusiastic pupply-love will be lost</strong>.&nbsp; And if Mirco VCs lose their defining characteristics and become the pigs at the end of Animal Farm, they&rsquo;ll lose the overtly syndicate friendliness.</p>
<p>		<strong>But as long as these Micro VC players remain capital constrained and seek a higher deal velocity, they&rsquo;ll remain good friends forever</strong>.&nbsp; A critical mass of high quality friendly syndicates creates an activation energy for an ecosystem.&nbsp; Having more smart people giving their time and their resources into a startup market creates a ripple effect of new companies, better performing companies, and ambitious entrepreneurs.&nbsp; <strong>Afterall, it&rsquo;s good to have friends</strong>.<br />		<img height="1" src="http://feeds.feedburner.com/~r/GenuineVC/~4/HM4afmeeJDs" width="1" /></p>
</blockquote>
<p>	This is a dynamic I&#39;m in the midst of and watching very closely. I wrote about this in detail in my latest letter.ly mailing (<a href="http://letter.ly/dave">sign up here!</a>), but I predict &quot;spray and pray&quot; angels who put in $10-50k will get investing fatigue, Micro-VCs will beat out VCs for the new Series A ($750k-2M on $3-5M pre), and the first VC only rounds will look a bit like Series B rounds ($3-6M on $8-12M pre).</p>
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		<title>Paul Kedrosky: Why Japan Isn&#039;t the U.S., or the Reverse.</title>
		<link>http://www.socialstartups.com/2010/08/22/paul-kedrosky-why-japan-isnt-the-u-s-or-the-reverse/</link>
		<comments>http://www.socialstartups.com/2010/08/22/paul-kedrosky-why-japan-isnt-the-u-s-or-the-reverse/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 16:58:55 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.socialstartups.com/2010/08/22/paul-kedrosky-why-japan-isnt-the-u-s-or-the-reverse/</guid>
		<description><![CDATA[quoted from Why Japan Isn&#39;t the U.S., or the Reverse. Lots of people continue to make over-strict comparisons between Japan&#39;s debt-engorged situation and that of the U.S. There is a new Credit Suisse report out arguing that such comparisons are way overdone. Here are the main bullets: The US has had far more proactive fiscal/monetary [...]]]></description>
			<content:encoded><![CDATA[<p>	<em>quoted from <a href="http://feedproxy.google.com/~r/InfectiousGreed/~3/lkFp3_SifSU/why_japan_isnt.html">Why Japan Isn&#39;t the U.S., or the Reverse.</a></em></p>
<blockquote><p>		Lots of people continue to make over-strict comparisons between Japan&#39;s debt-engorged situation and that of the U.S. There is a new Credit Suisse report out arguing that such comparisons are way overdone. Here are the main bullets:</p>
<ul>
<li>			The US has had far more proactive fiscal/monetary policy (Japanese monetary conditions were tight until 1995 unlike the US today, Japan fiscal easing was small);</li>
<li>			Japan had falling wages since 1997 and negative inflation expectations since 1993 (US wage growth and inflation expectations are &gt;2%). Falling wages create sustained deflation;</li>
<li>			Asset deflation was more acute in Japan, with house prices declining by almost 80% in the big cities;</li>
<li>			The US moved to recapitalise banks quickly and have already written down 85% of their estimated losses (Japan needed 13 years to do that);</li>
<li>			Japan was very slow to de-regulate (and hence the price of labour fell as oppose to the quantity) with companies having little incentive to maximise RoE, the return on capital is a third of the US;</li>
<li>			Deflation became economically and politically acceptable because Japanese households have net financial assets of 41% of GDP so they benefit from deflation.</li>
</ul>
<p>		I don&#39;t disagree, but keep in mind that it&#39;s early. Japan has had more time to sink deeply into its mess than the U.S. has.</p>
</blockquote>
<p>	I&#39;d like to think that the various US government bailouts have helped us avoid a decade of deflation, but I strongly believe there has been a structural shift in employment that will leave a lot of blue collar / lower middle class people out of work for a long time.</p>
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		<title>Chris Dixon: The bowling pin strategy</title>
		<link>http://www.socialstartups.com/2010/08/22/chris-dixon-the-bowling-pin-strategy/</link>
		<comments>http://www.socialstartups.com/2010/08/22/chris-dixon-the-bowling-pin-strategy/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 16:50:50 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
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		<guid isPermaLink="false">http://www.socialstartups.com/2010/08/22/chris-dixon-the-bowling-pin-strategy/</guid>
		<description><![CDATA[quoted from The bowling pin strategy A huge challenge for user-generated websites is overcoming the chicken-and-egg problem: attracting users and contributors when you are starting with zero content.&#160;One way to approach this challenge is to use what Geoffrey Moore calls the&#160;bowling pin strategy:&#160;find a niche where the chicken-and-egg problem is more easily overcome and then [...]]]></description>
			<content:encoded><![CDATA[<p>	<em>quoted from <a href="http://cdixon.org/2010/08/21/the-bowling-pin-strategy/">The bowling pin strategy</a></em></p>
<blockquote><p>		A huge challenge for user-generated websites is overcoming the <a href="http://cdixon.org/2009/08/25/six-strategies-for-overcoming-chicken-and-egg-problems/">chicken-and-egg problem</a>: attracting users and contributors when you are starting with zero content.&nbsp;One way to approach this challenge is to use what Geoffrey Moore calls the&nbsp;<a href="http://edgehopper.com/%E2%80%A8-what-geoff-recognized-was-that-there-is-more-to-this-curve-he-recognized-that-there-is-a-difference-between-disruptive-innovations-those-that-are-changing-the-game-altogether-and-gard/">bowling pin</a> strategy:&nbsp;find a niche where the chicken-and-egg problem is more easily overcome and then find ways to hop from that niche to other niches and eventually to the broader market.</p>
<p>		Facebook executed the bowling pin strategy brilliantly by starting at Harvard and then spreading out to other colleges and eventually the general public. &nbsp;If Facebook started out with, say, 1000 users spread randomly across the world, it wouldn&rsquo;t have been very useful to anyone. &nbsp;But having the first 1000 users at Harvard made it extremely useful to Harvard students. &nbsp;Those students in turn had friends at other colleges, allowing Facebook to hop from one school to another.</p>
<p>		Yelp also used a bowling pin strategy by focusing first on getting critical mass in one location &ndash; San Francisco &ndash; and then expanding out from there. &nbsp;They also focused on activities that (at the time) social networking users favored: dining out, clubbing and shopping. Contrast this to their <a href="http://www.nytimes.com/2006/08/05/business/yourmoney/05money.html?_r=2&amp;ref=business&amp;pagewanted=all">direct competitors</a> that were started around the same time, were equally well funded, yet have been far less successful.</p>
<p>		How do you identify a good initial niche? &nbsp;First, it has to be a true community &ndash; people who have shared interests and frequently interact with one another. &nbsp;They should also have a particularly strong need for your product to be willing to put up with an initial lack of content. Stack Overflow chose programmers as their first niche, presumably because that&rsquo;s a community where the Stack Overflow founders were influential and where the competing websites weren&rsquo;t satisfying demand. Quora chose technology investors and entrepreneurs, presumably also because that&rsquo;s where the founders were influential and well connected. Both of these niches tend to be very active online and are likely to have have many other interests, hence the spillover potential into other niches is high. (Stack Overflow&rsquo;s <a href="http://cooking.stackexchange.com/">cooking site</a> is growing nicely &ndash; many of the initial users are programmers who crossed over).</p>
<p>		Location based services like Foursquare started out focused primarily on dense cities like New York City where users are more likely to serendipitously bump into friends or use tips to discover new things. Facebook has such massive scale that it is able to roll out its LBS product (Places) to 500M users at once and not bother with a niche strategy. &nbsp;Presumably certain groups are more likely to use Facebook check-ins than others, but with Facebook&rsquo;s scale they can let the users figure this out instead of having to plan it deliberately. That said, history suggests that big companies who rely on this &ldquo;carpet bombing strategy&rdquo; are often upended by focused startups who take over one niche at a time.</p>
</blockquote>
<p>	Focus is a really important for early stage startups, as it forces you to stay close to your customers while achieving product / market fit. It also allows you to concentrate any word-of-mouth effects you may have, helping you build your brand + critical mass. Great post by Chris (as usual).</p>
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		<title>Separating Men from boys</title>
		<link>http://www.socialstartups.com/2010/08/13/separating-men-from-boys/</link>
		<comments>http://www.socialstartups.com/2010/08/13/separating-men-from-boys/#comments</comments>
		<pubDate>Fri, 13 Aug 2010 13:45:07 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.socialstartups.com/2010/08/13/separating-men-from-boys/</guid>
		<description><![CDATA[(This was published to my letter.ly newsletter June 17th. To get more like this, sign up at letter.ly/dave. Thanks! It helps pay my rent. I&#39;m not kidding &#8212; letter.ly already pays 30% of my rent!) Hi all, &#160; Since i&#39;m out fundraising for Postling right now, I thought I&#39;d briefly talk about something I&#39;ve noticed [...]]]></description>
			<content:encoded><![CDATA[<p>	<em>(This was published to my letter.ly newsletter June 17th. To get more like this, <a href="http://letter.ly/dave">sign up at letter.ly/dave</a>. Thanks! It helps pay my rent. I&#39;m not kidding &mdash; letter.ly already pays 30% of my rent!)</em></p>
<div>	Hi all,</div>
<div>	&nbsp;</div>
<div>	Since i&#39;m out fundraising for Postling right now, I thought I&#39;d briefly talk about something I&#39;ve noticed &#8211; there are true early stage VCs, and then there are investment bankers who invest in companies who call themselves startups. What I mean by that is there are VCs who recognize a good team + good idea + good market and will, without hesitation, pull out the check book. And then there are VCs who want to see revenue / run-rate projections to &quot;prove&quot; value. Guess which ones end up doing better?</div>
<div>	&nbsp;</div>
<div>	I&#39;ll give a little more detail. Right now my company is in an interesting position where we&#39;ve had sustained strong user growth and we&#39;ve started to get some revenue from the paid features we launched last month. And I&#39;ve been talking to about a dozen VCs. Some of them (all East Coast based) say, &quot;We like the idea, we like the team, we like the market&quot; but hem and haw about investing because they want to see more &quot;revenue traction&quot;.</div>
<div>	&nbsp;</div>
<div>	Then you talk to other VCs (mostly West Coast but some East Coast) who immediately get it. Their reactions are &quot;Love it&quot; and &quot;This makes total sense&quot; and &quot;You&#39;re going to be like X but a lot more profitable&quot;. And these people don&#39;t need to see what my free -&gt; paid conversion rate is, because they know a great team in a great market will make magic happen.</div>
<div>	&nbsp;</div>
<div>	This is a big reason why a small number of funds are very successful and everyone else has done terribly. You&#39;re either in it to win, or you&#39;re in it to collect your management fee. The truth comes out when it&#39;s time to make the tough decisions.</div>
<div>	&nbsp;</div>
<div>	Dave</div>
<div>	&nbsp;</div>
<div>	NB &mdash; As a side note, notice how the majority of returns are coming from small funds and not big ones. In fact, as Josh Kopelman says, &quot;<a href="http://redeye.firstround.com/2010/05/the-money-chart.html">small funds are 24 times more likely to produce returns above 2X than large funds</a>&quot;. There are a couple reasons why that is, but one of them is that it&#39;s the small funds that are focusing on early stage investing, and that&#39;s where the most tough calls are concentrated. In later stage investing, you&#39;ve got all kinds of financial models available to help you make more comfortable decisions. The true winners are super-angels like Ron Conway, Dave McClure, Founders Collective, etc.</div>
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		<title>HackNY demo event</title>
		<link>http://www.socialstartups.com/2010/07/28/hackny-demo-event/</link>
		<comments>http://www.socialstartups.com/2010/07/28/hackny-demo-event/#comments</comments>
		<pubDate>Wed, 28 Jul 2010 16:03:28 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
				<category><![CDATA[Startups]]></category>

		<guid isPermaLink="false">http://www.socialstartups.com/2010/07/28/hackny-demo-event/</guid>
		<description><![CDATA[Just got this sent to me by one of the organizers: &#160; ** 2010 hackNY Demo Fest ** &#160; WHERE: 109 Warren Weaver Hall (Courant Institute), NYU; 251 Mercer Street 10011 WHEN: Friday July 30, 6-8 pm REGISTER HERE: http://hacknydemofest.eventbrite.com &#160; WHAT: The 2010 class of hackNY Fellows invites you to attend our 2010&#160;hackNY Demo [...]]]></description>
			<content:encoded><![CDATA[<p>	Just got this sent to me by one of the organizers:</p>
<hr />
<p>	&nbsp;</p>
<div>
<div>		** 2010 hackNY Demo Fest **</div>
<div>		&nbsp;</div>
<div>		WHERE: 109 Warren Weaver Hall (Courant Institute), NYU; 251 Mercer Street 10011</div>
<div>		WHEN: Friday July 30, 6-8 pm</div>
<div>		REGISTER HERE: <a href="http://hacknydemofest.eventbrite.com">http://hacknydemofest.eventbrite.com</a></div>
<div>		&nbsp;</div>
<div>		WHAT: The 2010 class of hackNY Fellows invites you to attend our 2010&nbsp;hackNY Demo Fest Friday, July 30, 6-8 pm in rm 109 of the Courant&nbsp;Institute, NYU (251 Mercer St. between 3rd and 4th street). The class&nbsp;of 2010 will be presenting their accomplishments during their 10 week&nbsp;internships as part of the hackNY Fellows program. Please do come meet&nbsp;the Fellows and hear about what they&#39;ve accomplished and learned, both&nbsp;working with some of NYC&#39;s best startups as well as in lectures from&nbsp;members of NYC&#39;s startup community.</div>
<div>		&nbsp;</div>
<div>		Please contact info@hackNY.org or visit <a href="http://hackNY.org">http://hackNY.org</a> for more information.</div>
<div>		&nbsp;</div>
<div>		ABOUT HACKNY:</div>
<div>		hackNY is an initiative to mentor and federate the next generation of&nbsp;NYC tech all-stars. During the summer hackNY organizes the hackNY</div>
<div>		Fellows program, in which selected fellows are matched with NYC&nbsp;startups able to demonstrate a mentoring environment, with technical&nbsp;needs matched to the skills of the selected Fellow. Fellows also enjoy&nbsp;shared housing and a set of lectures from leaders in the NYC startup</div>
<div>		ecosystem, including founders, CTOs, and investors.</div>
<div>		During the school year hackNY organizes student hackathons to help&nbsp;students learn about opportunities in NYC&#39;s great emerging tech&nbsp;startup ecosystem, as well as to help them meet their fellow members&nbsp;of the student-hacking population.</div>
<div>		&nbsp;</div>
<div>		SPECIAL THANKS:</div>
<div>		The success of the 2010 hackNY Fellow program would have been&nbsp;impossible without the active support of the entire NYC tech&nbsp;ecosystem, including numerous founders, CTOs, technologists,</div>
<div>		educators, investors, and students. Financial support for the 2010&nbsp;class of Fellows was provided by the Ewing Marion Kauffman Foundation.</div>
<div>		Special thanks to NYU and the Courant Institute for their logistical&nbsp;support both with summer housing and with the hackNY student&nbsp;hackathons. We thank as well Alex Qin and Arikia Milikan for&nbsp;assistance throughout the summer, and thank our summer lecturers: Fred&nbsp;Brooks, Kristina Chodorow, Kushal Dave, Chris Dixon, Ann Miura-Ko,&nbsp;Jonah Peretti, Chris Poole, Martin Wattenberg, and Albert Wenger.</div>
</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	** 2010 hackNY Demo Fest **</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	&nbsp;</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	WHERE: 109 Warren Weaver Hall (Courant Institute), NYU; 251 Mercer Street 1=</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	0011</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	WHEN: Friday July 30, 6-8 pm</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	REGISTER HERE: http://hacknydemofest.eventbrite.com</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	&nbsp;</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	WHAT: The 2010 class of hackNY Fellows invites you to attend our 2010</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	hackNY Demo Fest Friday, July 30, 6-8 pm in rm 109 of the Courant</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	Institute, NYU (251 Mercer St. between 3rd and 4th street). The class</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	of 2010 will be presenting their accomplishments during their 10 week</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	internships as part of the hackNY Fellows program. Please do come meet</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	the Fellows and hear about what they&#39;ve accomplished and learned, both</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	working with some of NYC&#39;s best startups as well as in lectures from</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	members of NYC&#39;s startup community.</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	&nbsp;</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	Please contact info@hackNY.org or visit http://hackNY.org for more information.</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	&nbsp;</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	ABOUT HACKNY:</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	hackNY is an initiative to mentor and federate the next generation of</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	NYC tech all-stars. During the summer hackNY organizes the hackNY</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	Fellows program, in which selected fellows are matched with NYC</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	startups able to demonstrate a mentoring environment, with technical</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	needs matched to the skills of the selected Fellow. Fellows also enjoy</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	shared housing and a set of lectures from leaders in the NYC startup</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	ecosystem, including founders, CTOs, and investors.</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	During the school year hackNY organizes student hackathons to help</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	students learn about opportunities in NYC&#39;s great emerging tech</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	startup ecosystem, as well as to help them meet their fellow members</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	of the student-hacking population.</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	&nbsp;</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	SPECIAL THANKS:</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	The success of the 2010 hackNY Fellow program would have been</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	impossible without the active support of the entire NYC tech</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	ecosystem, including numerous founders, CTOs, technologists,</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	educators, investors, and students. Financial support for the 2010</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	class of Fellows was provided by the Ewing Marion Kauffman Foundation.</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	Special thanks to NYU and the Courant Institute for their logistical</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	support both with summer housing and with the hackNY student</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	hackathons. We thank as well Alex Qin and Arikia Milikan for</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	assistance throughout the summer, and thank our summer lecturers: Fred</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	Brooks, Kristina Chodorow, Kushal Dave, Chris Dixon, Ann Miura-Ko,</div>
<div id="cke_pastebin" style="position: absolute; left: -1000px; top: 52px; width: 1px; height: 1px; overflow-x: hidden; overflow-y: hidden; ">	Jonah Peretti, Chris Poole, Martin Wattenberg, and Albert Wenger.</div>
]]></content:encoded>
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		<title>The Starving Startup</title>
		<link>http://www.socialstartups.com/2010/07/19/the-starving-startup/</link>
		<comments>http://www.socialstartups.com/2010/07/19/the-starving-startup/#comments</comments>
		<pubDate>Mon, 19 Jul 2010 15:11:05 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
		
		<guid isPermaLink="false">http://www.socialstartups.com/2010/07/19/the-starving-startup/</guid>
		<description><![CDATA[This was published to my letter.ly subscribers on 5/29. I just published another one yesterday called &#34;Zombie startups, fake liquidity, and flailing VCs&#34;. Sign up at letter.ly/dave to get them first. Today I want to talk about something that hit me pretty hard this past week on the last day of the TechCrunch Disrupt conference: [...]]]></description>
			<content:encoded><![CDATA[<p>	<em>This was published to my letter.ly subscribers on 5/29. I just published another one yesterday called &quot;Zombie startups, fake liquidity, and flailing VCs&quot;. <a href="http://letter.ly/dave">Sign up at letter.ly/dave to get them first</a>.</em></p>
<hr />
<p>	Today I want to talk about something that hit me pretty hard this past week on the last day of the TechCrunch Disrupt conference: for all the talk about <a href="http://www.avc.com/a_vc/2010/05/the-fat-vs-lean-debate.html">Lean Startup vs. Fat Startups</a>, no one was talking about the Starving startup.</p>
<p>	Really quick background on what Lean and Fat startups are. &quot;<a href="http://www.avc.com/a_vc/2010/03/being-fat-is-not-healthy.html">Lean startup</a>&quot; is this idea that startups who don&#39;t have <a href="http://pmarca-archive.posterous.com/the-pmarca-guide-to-startups-part-4-the-only">product / market fit</a> should stay quick and agile as they iterate and pivot. For example, don&#39;t hire an expensive VP of Sales and a 10 person sales team until you know you&#39;ve got a product you can sell scalably. &quot;<a href="http://voices.allthingsd.com/20100317/the-case-for-the-fat-startup/">Fat startup</a>&quot; is this idea that in some cases you need to spend heavily to win, because the gap between being #1 in a market and everyone else is large.</p>
<p>	What I realized is that all this talk about &quot;lean&quot; was being misinterpreted by many (myself included) as &quot;cheap&quot;. Stay small, don&#39;t hire unless absolutely necessary, figure out the perfect business model&#8230; and then raise a bunch of growth capital and ramp up. I think we&#39;ve taken it too far and created the &quot;Starving&quot; startup.&nbsp;</p>
<p>	A starving startup typically has 1 product &amp; business focused founder and one technical founder. Following the <a href="http://steveblank.com/2010/01/25/whats-a-startup-first-principles/">lean startup concepts</a>, they build, test, and iterate on their product. Since it&#39;s just the two of them, it can take 1-2 years to find product / market fit &#8211; there is only so much 2 people can do, and typically the bottleneck is in engineering early on as the product gets built. After months or years of effort, they finally achieve product / market fit, as greater than <a href="http://startup-marketing.com/the-startup-pyramid/">40% their survey respondents say they would be very disappointed</a> if the product suddenly was no longer available. Congratulations!</p>
<p>	Here&#39;s the problem: 1-2 years is an eternity for consumer web software, because &quot;<a href="http://dondodge.typepad.com/the_next_big_thing/2008/06/first-mover-vs-fast-follower---who-wins.html">fast followers</a>&quot; can generally leapfrog the time you spent making mistakes, copy your successes, and be out in the market quickly. Heck, they might even get to product / market fit faster than you, by copying the general direction you&#39;re taking but making key innovations. Suddenly, you&#39;re fighting for your life in a crowded market&#8230; a market you created!</p>
<p>	This is a long-winded (sorry!) way of saying I think startups need to raise more seed money than they have been. $200k (or $350k, the amount we raised) is too little. Sure, it keeps you hungry (literally!), but you&#39;re just not moving fast enough. If managed properly, an 8-12 person team with $1.5 million in seed money can make dramatic progress. Basically, an experienced and agile entrepreneur + access to capital is a powerful combination, so take the money!&nbsp;</p>
<p>	From an investors point of view, I can understand the hesitation &#8211; you want an entrepreneur to turn assumptions into facts and &quot;de-risk&quot; (hate that word, sorry) before investing significant capital. But if you come across an amazing team and a strong market, I think investors need to convince founders to take on more capital and increase burn to $50-$100k / month, while still practicing all of the agile &quot;lean startup&quot; techniques that Eric Ries, Steve Blank, and Sean Ellis have been preaching. Remember, just because you are thinking lean doesn&#39;t mean you need to starve.</p>
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		<title>Email Personalization</title>
		<link>http://www.socialstartups.com/2010/06/29/email-personalization/</link>
		<comments>http://www.socialstartups.com/2010/06/29/email-personalization/#comments</comments>
		<pubDate>Tue, 29 Jun 2010 10:19:22 +0000</pubDate>
		<dc:creator>dlifson</dc:creator>
				<category><![CDATA[Uncategorized]]></category>

		<guid isPermaLink="false">http://www.socialstartups.com/2010/06/29/email-personalization/</guid>
		<description><![CDATA[(This was the very first paid email newsletter I sent out, a little over a month ago. I&#39;m publishing it here because people have asked for examples of the content I publish to my letter.ly. You can sign up for future newsletters at letter.ly/dave. It&#39;ll cost you $4/month &#8212; the price of a latte &#8212; [...]]]></description>
			<content:encoded><![CDATA[<p>	<em>(This was the very first paid email newsletter I sent out, a little over a month ago. I&#39;m publishing it here because people have asked for examples of the content I publish to my letter.ly. You can sign up for future newsletters at <a href="http://letter.ly/dave">letter.ly/dave</a>. It&#39;ll cost you $4/month &mdash; the price of a latte &mdash; but as a group you can help get a poor entrepreneur out of NJ.)</em></p>
<div>	<span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">There&#39;s been some talk recently (</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://www.avc.com/a_vc/2010/05/email-bankruptcy.html" style="color: rgb(17, 65, 112); " target="_blank">Fred</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">,&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://twitter.com/davemcclure/status/14664689270" style="color: rgb(17, 65, 112); " target="_blank">Dave</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">,&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://www.bothsidesofthetable.com/2010/05/11/the-toxic-nature-of-email/" style="color: rgb(17, 65, 112); " target="_blank">Mark</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">,&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://www.mikebrownjr.com/post/592507766/thoughts-on-email" style="color: rgb(17, 65, 112); " target="_blank">Mike</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">) about how email needs to be fixed. The general complaint is that recency is a terrible sorting algorithm and what would be better is a system that took into account the importance of the sender, the relevancy of topic, the closeness in social network, etc.&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://twitter.com/joshu/status/14664746154" style="color: rgb(17, 65, 112); " target="_blank">Joshua</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">&nbsp;thinks email is stuck because users are so used to email that they now reject any new innovations (which is an interesting concept in itself), rejecting startups like&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://www.gist.com/" style="color: rgb(17, 65, 112); " target="_blank">Gist</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">,&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://www.xobni.com/" style="color: rgb(17, 65, 112); " target="_blank">Xobni</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">,&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="https://etacts.com/" style="color: rgb(17, 65, 112); " target="_blank">Etacts</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">, and&nbsp;</span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; "><a href="http://rapportive.com/" style="color: rgb(17, 65, 112); " target="_blank">Rapportive</a></span><span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">. Even Gmail (with it&#39;s marginal innovations) is a distant third to market leaders Hotmail and Yahoo.</span></div>
<div>	&nbsp;</div>
<div>	<span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">So what&#39;s going on? Why can&#39;t we &quot;<a href="http://googlereader.blogspot.com/2009/10/reading-gets-personal-with-popular.html" style="color: rgb(17, 65, 112); " target="_blank">sort by magic</a>&quot;? The problem isn&#39;t with the algorithm, it&#39;s with the user experience.</span></div>
<div>	&nbsp;</div>
<div>	<span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">Getting a personalization algorithm right is really hard. You need to have massive amounts of data, strong signals of intent to sort through the data, and checks in place to avoid overrepresentation of popular items. Amazon can do it in books, but has trouble in apparel (seasonal items don&#39;t have any purchase data when they hit the shelves, and too many people go to amazon to buy &quot;safe&quot; apparel like white t-shirts and socks). But one of the most underrated necessities of a successful personalization feature is the user experience.</span></div>
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<div>	<span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">If you go to&nbsp;<a href="http://www.amazon.com/gp/yourstore/recs/ref=pd_ys_tdy_recs" style="color: rgb(17, 65, 112); " target="_blank">Your Store</a>&nbsp;on amazon, you&#39;ll notice that each item that is recommended to you comes with an explanation as to why that product was chosen. &quot;Recommended because you purchased X&quot; or &quot;Recommended because you added Y to your Shopping Cart&quot;. This is critical because algorithms are by nature black boxes, and people (who generally distrust technology) hate what they don&#39;t understand. So the first step is to explain why you are making the recommendation.</span></div>
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<div>	<span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">The second thing you&#39;ll notice is the &quot;Fix This&quot; link. This is just as important as the explanation, as it changes the algorithm from a hated black box to something the user can improve. Bought that gadget as a gift? Remove it from consideration. Want to see more variance in your results? You can change that (OK, not on Amazon, but theoretically).&nbsp;</span></div>
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<div>	<span class="Apple-style-span" style="color: rgb(0, 0, 0); font-family: arial, sans-serif; font-size: 13px; border-collapse: collapse; ">So the way for email personalization to work is to explain why the algorithm thinks these emails are the most important ones for you to look at and provide mechanisms to tweak the algorithm so that it truly is perfect for you.</span></div>
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