Recent Posts

Archives

Categories

Innovation is a learnt skill

I have recently started reading Clayten Christensen’s new book, Innovators DNA: Mastering the Five Skills of Disruptive Innovators, and the core thesis is extremely powerful – we can learn how to innovate. As you may have gathered from the title of the book there are in fact five skills that make people innovative. This runs counter to the generally held view that innovation is something some people are simply good at, whilst others are not.

The authors arrived at their thesis empirically, after interviewing dozens of “inventors of revolutionary products and services as well as founders and CEOs of game-changing companies build on innovative ideas." They also include what they learned from Steve Jobs, Richard Branson, and Howard Schultz (whom they did not interview) whose innovative thinking has transformed entire industries.

I think the study alone was pretty robust, but, as further evidence that innovation is a learnt skill the authors cite research by Reznikoff, Domino, Bridges and Honeymon which studied creative ability in 117 pairs of identical twins and found that only 30% of performance in creative tests could be explained by genetics. The corresponding figure in intelligence tests was 85%. The takeaway: geniuses are born, innovators are made.

The authors list the five skills of innovation as:

  • Associative thinking
  • Questioning
  • Observing
  • Networking
  • Experimenting

I nearly titled this post ‘Anyone can learn to innovate’, but I don’t think that is quite true, as to me it seems that one can learn to be questioning, be observant, network effectively and experiment well, but associative thinking is maybe more akin to intelligence, i.e. an ability you either have or you don’t. What Christensen and his co-authors do make clear, however, is that much of innovation can be learnt, and they show us the skills we should focus on if we want to become more innovative.

This work also shows the characteristics startups should look for in new hires if they want to remain innovative, and the behaviours that should be encouraged to maximise the innovative potential of existing staff.

Enhanced by Zemanta

New mobile advertising data – market growing fast, Google and search dominate

US Mobile Ad Spending, 2011-2016 (billions and % change)eMarketer released some new data yesterday with the most detailed breakdown of the mobile advertising market I’ve seen to date. eMarketer have a history of being amongst the most bullish on this market. They were the first company to predict that 2011 mobile ad spend would top $1bn in the US, and they are predicting big growth again for 2012. Their new figures predict US mobile ad spend will reach $2.6bn in 2012, 80% up on the 2011 figure of $1.45bn (which was significantly higher than the $1bn eMarketer had forecast). Moreover, as you can see from the inset chart there is significant growth still to come.

For those of you who are sceptical about analyst forecasts eMarketer published a table which shows how different firms see the mobile advertising market. The eMarketer figures are roughly 2x the lowest estimates.

The new information for me was which companies have the leading market share and how the market breaks down between different advertising formats.

Search accounted for 45% of the market in 2011 ($653m) and the share of search is expected to rise to around 50% in the coming years. Google dominates search with around 95% market share. I’m not sure I’ve ever done a mobile search with a search engine other than Google.

Display was 31% of the market in 2011 ($445m) and the share of display is expected to rise to 37% over the next five years. Google also has the largest market share in display, but at 25% their position is not unassailable. Millennnial Media (who recently filed for IPO) and Apple’s iAd are equal second, each with around 18% market share.

If you’ve been reading this blog over the last week or so you will have seen that DFJ Esprit recently invested in StrikeAd, which plays in the display segment of the mobile advertising market. The interesting sub-trend within that market is the shift towards exchange traded media. As far as I’m aware there are no analysts forecasts for how mobile display splits between exchanges and ad networks but from our work we estimate that around 10% of mobile impressions are currently exchange traded, but we expect that to rise to around 50% of impressions over the next year or two.

Enhanced by Zemanta

Advertising is becoming less effective, bringing product quality and service to the fore

This chart (data from Comscore, published on Vator.tv) shows that younger people are more ‘ad-blind’ than their elders, as shown by immediate recall. To me this is evidence that advertising works less well than it used to. It is interesting that delayed recall is better for millenials, and I think that probably reflects greater loyalty to brands that have genuinely impressed. Millenials are people born in the 1980s and 1990s, now aged 13-31.

If advertising is less effective then companies will be forced to turn more to product quality and service to build their brands and drive sales. This is clearly good news for us as consumers, but there are a couple of interesting business trends that come too. Firstly there is a call for innovations to improve product quality and customer service, most obviously using social media and leveraging mobile, and secondly there is a call for innovation that will help reverse the decline in advertising effectiveness (better targeting, more relevance etc.).

Two of our recent investments at DFJ Esprit play to these trends. Conversocial helps major brands like Groupon and ITV leverage improve their customer service using social media, and StrikeAd allows for real time targeting and campaign optimisation for mobile ads.

 

(our portfolio company Conversocial helps h

  • Innovative service plays – like Conversocial
  • Advertising will have to get more effective – StrikeAd
Enhanced by Zemanta

The DLD conference – Thinking big

I’ve been at the excellent DLD Conference in Munich for the last couple of days and it’s been a lot of fun. Great content and great networking. My day to day work of making investments and working with portfolio companies is mostly focused on practical matters concerned with the here and now and it is great to take a step back and think about the big picture every now again. It isn’t too much of an exaggeration to say that DLD has been all about the big picture.

The two biggest takeaways for me were:

  1. Leading companies are increasingly putting corporate culture at the centre of their efforts to build a sustainable business. Jenn Kim shared more of the inspiring Zappos story.
  2. The meme of abundance and scarcity. Technological progress is all about creating abundance where previously there was scarcity. Peter Diamandis shared a story about how in Napoleonic times aluminium was the scarcest metal known to man to the extent that Napoleon gave a banquet in honour of a foreign emperor where the foreign emperor ate with aluminium cutlery and everyone else ate with silver or gold cutlery. Since then the invention of electrolysis has unlocked all the aluminium that was previously unavailable because it was tied up in silicates and a scarcity has become an abundance. When we find a cost effective process for desalination the scarcity of fresh water will similarly turn to an abundance. JP Rangaswami also touched on this meme in his talk about the social enterprise. We now have an abundance of data which is creating opportunity in all sorts of areas, but with that abundance a new scarcity is created – privacy – and we are still figuring out how to deal with that.

Finally, I want to share a video that we saw yesterday. Regular readers will know that I’m a fan of Ray Kurzweil’s work, and in particular his predictions about the evolution of technology. I’m posting this short by Jason Silva because of the brilliant way it makes Kurzweil’s thinking accessible. The money shot comes around 1.45 when Jason describes how the cellphones in our pockets are a million times smaller, a million times cheaper and a thousand times more powerful than a $60m super computer was forty years ago. Think about that for a second and then imagine that progress in miniaturisation continuing. Hopefully it is now much easier to believe that twenty five years from now we will have computers the size of blood cells (running inside our bodies). Enjoy.

IMAGINATION from jason silva on Vimeo.

Enhanced by Zemanta

Amazon is taking on book publishers

Last May I wrote that  I’m a big fan of Amazon as a business. Since then my admiration has increased – Bezos and his team continue to pick bold strategies and execute them well. The success of the Kindle Fire is grabbing all the headlines but the company is also quietly turning the book publishing industry on its head.

As you may have heard Amazon is now publishing authors directly, in competition with publishers. Just like publishers they offer advances and marketing and distribution services. Seth Godin is one of their authors. And their position vis a vis traditional publishers is strong (from Techcrunch):

Amazon’s publishing arm is surprisingly strong. They have a number of benefits including inexpensive print-on-demand as well as a massive Kindle install base. What do traditional publishers have? Well, Amazon.

There are even allegations that Amazon is consciously trying to force publishers out of business by offering leading authors above market advances that mean Amazon will make a loss on their book. Sarah Lacy explores this point in detail here.

It seems to me that ebooks and the web are changing the rules for publishing in ways that render a lot of the traditional publishing activity obsolete. Authors are able to market direct to their customers using social media and now that we can read authors blogs, book reviews and even download one or two chapters for free the ability the role of gatekeeper is less important. To adapt and survive in this new environment traditional publishers will need to shrink their businesses. In common with many other industries transitioning to digital they are finding that terribly difficult. Step in Amazon.

Enhanced by Zemanta

Our recent £2m investment in StrikeAd

image

News broke last week of our latest investment – a £2m Series A in mobile advertising startup StrikeAd. As the world’s leading mobile demand side platform (or DSP) StrikeAd enables agencies to plan, execute, and measure mobile advertising campaigns at scale and with high efficiency. We spoke with a number of agencies in the run up to this investment and it was amazing how many of them have them have significant budgets to deploy on mobile, but lack the tools to execute the campaigns.

The idea of mobile advertising isn’t new any more and as many of you will know there have already been a couple of significant exits from this market – including DFJ investment Admob which was acquired by Google for $750m in 2009. StrikeAd is different from Admob and the other large mobile advertising businesses because it is not an ad network. The ad network business model is to buy inventory from publishers and sell it onto advertisers at a markup, usually without disclosing the margin they are making. Over the last couple of years on the web publishers and advertisers have started to eschew the ad network business model, preferring to connect directly via ad exchanges. Ad exchanges allow for better targeting and realtime buying which results in more efficient spend for advertisers and higher rates for publishers. This trend is now coming to mobile, and DSPs, of which StrikeAd is the market leader in mobile, provide the sophisticated software and supply connections that advertisers need to target and execute their campaigns in realtime.

So from a market perspective StrikeAd stands to benefit both from the growth in mobile advertising and from the shift within the mobile advertising market from ad networks to exchanges. My favourite stat on the coming growth in mobile advertising came from Mary Meeker’s Internet Trends 2011 presentation last October – in 2010 8% of time spent on media was spent on mobile, but only 0.5% of ad spend was on mobile. Improved devices, larger screens, and above all the growth in m-commerce will drive convergence in those figures.

StrikeAd also has a great team with a long history in AdTech. I’ve known founder and CEO Alex Rahaman for seven years now and in that time he helped grow a UK ad network called Unanimis and sell it to Orange, and also there led the spin out and finance of a very large open source adserver and exchange called OpenX. Alex and his team have been a delight to deal with since he first came to tell me he was setting up a mobile DSP and all through the investment process. Addtionally, Thomas Falk, who could well be Europe’s most successful adtech entrepreneur, provided the angel funding and is an important part of the team.

Finally, a quick word on the product. StrikeAd manages a complicated technical infrastructure that processes huge volumes of data at very high speeds. The software processes over 20bn ad impressions per month, combines them with third party data sources for targeting purposes, bids on the impressions if appropriate and serves ads if the bids win. Total round-trip time from ad impression called to adserved has to be less than 100ms to maintain a high quality experience for the smartphone user. Campaigns are targeted on a wide range of parameters, including demographic data, location, time of day, and device type, and they are optimised for a wide variety of outcomes, including click through, app download, click to call (and even click to call where the call lasts longer than a specified time). All of this is presented to the advertiser (normally via their media buying agency) in an intuitive user interface. In short, this is heavy duty software, and not the sort of thing that can be knocked up by a couple of hackers overnight.

We’re excited by the prospects for this business. Revenue momentum is strong and hopefully StrikeAd will quickly become a substantial company.

Enhanced by Zemanta

Facebook launches ‘Actions’, driving social into everything

Facebook’s initial partners for ‘Actions’ launch

Last night Facebook announced a bunch of new partners that are using ‘Actions’, a Facebook feature which lets developers make just about any action a verb. We can now expect Facebook buttons to pop up everywhere inviting us to declare our relationships to all sorts of things by clicking buttons with verbs such as  ‘Want’, ‘’Listen’, ‘Own’, ‘Watch’, ‘Read, or ‘Pin’. As I’ve said numerous times now I think the next big wave for social is when it spreads into everything that we do to make it just a little better. I’m not talking about new sites or apps, or even necessarily spending more time on Facebook, but rather the apps we currently use incorporate social data to get better.

Ticketmaster launched a new Facebook app last night that is a great example of what can be done. Techcrunch describes it thus:

What makes Ticketmaster’s app cool is that it pulls your Facebook profile’s music app activity from services such as Spotify or Rdio, and recommends nearby concerts of artists you actually listen to, not just those you say you Like. ….

In August Ticketmaster began allowing you to tag the seats your purchase with your Facebook profile. That way friends who are deciding what seats to buy can see where yours are select ones close to you. People are a lot more willing to buy a single ticket to an assigned seat show if they can sit next to their friends. This is one example of how optimizing for the customer experience can also benefit the company’s bottom line.

Ticketmaster’s new canvas app brings the entire event discovery and ticket purchase flow within Facebook. You’re shown a feed of concerts your friends have RSVP’d to or shared that they’ve bought tickets to, followed by personal recommendations. Thanks to Facebook data permissions, it can suggest nearby events based on your Likes and listening activity without having to ask your preferences.

The brilliance of this app, and other Facebook Action enabled services, is that they make life better for the consumer without requiring any incremental effort. The automatic import of data into Facebook’s interest graph from apps like Spotify and The Guardian coupled with the one click data capture using the new ‘Actions’ are the enablers for this new functionality. Perhaps the most ingenious thing about Facebook is the way it enables such seamless data capture.

Facebook’s newish redesigns, including the Timeline layout, are an important part of this story because they separate status updates and deliberate shares from the automated shares that now come in the top right hand corner. I also think that because the timeline makes it easier to look back at what we’ve done in the past people will start to use Facebook as a personal record of where they have been and what they have done, encouraging more sharing. This was possible before, but the old UI made it too painful in practice.

Looking at it all together Facebook’s grand plan to be an important part of everything we do becomes clearer. They are, of course, doing this because the data they get enables huge advertising dollars and probably a massive increase in transactional revenues via Facebook credits (note that Ticketmaster now allows purchases within Facebook). They are also a natural monopoly – the bigger they get the harder it gets for anyone to touch them, from the perspective of user numbers, quality and depth of data, and technical sophistaction. I predict more anti-trust skirmishes.

Enhanced by Zemanta

50 Questions: How can I tell when a VC won’t invest when they aren’t saying ‘no’?

Fourtieth in a series of (almost) weekly posts by myself and Nicholas Lovell of Gamesbrief which answer the fifty questions you should ask before raising venture capital.  We expect the series to run for a year after which we will collate the posts into a book.  You can find the rationale behind the series here, and the list of questions here.  We welcome your comments on any and every aspect of what we are doing.

—————————————

Venture capitalists are notorious for not telling companies when they won’t invest, and worse, being enthusiastic about the company and the prospects of a deal for an extended period and then simply going quiet. It is unfair on startups when VCs behave like this as it wastes time (an entrepreneur’s most precious resource) and makes it harder to know when a fundraising process is failing and the company should change tack. Giving up on a fundraising process too late can be fatal for a business if it then doesn’t have enough cash left to pursue a different strategy.

I work really hard to get a quick ‘no’ to startups if we aren’t going to get into a conversation, and once we are in a conversation I try to tell them immediately if our interest cools. It isn’t always possible though. In the next part of this post I’m going to explain the dynamics that can lead to the undesirable behaviour of not getting to ‘no’ quickly enough and then I will describe some of signs so that you can tell if it might be happening to you.

The biggest single reason why VCs are slow to say ‘no’ is that for any half decent company it is impossible to be sure that ‘no’ is the right answer. Most VCs are inundated with investment opportunities and the most important day to day decision is which one to dedicate time to and if there is more than one good opportunity then one gets de-prioritised without a significant amount of work or thought. If the entrepreneur of that company then calls up the VC to ask if they want to keep looking at the deal most VCs will not want to rule themselves out of that opportunity, and will look to keep the deal alive, although realistically at this point the chances of an investment being made are (usually) already slim.

Decision dynamics within partnerships can also lead to slow decisions. If a decision is finely balanced then despite the sponsoring partner being heavily pro the deal investment committee can sometimes turn it down very late in the day (note also that many of the best investments are those where the original decision was finely balanced). Equally, in the situation where an Associate likes a deal it can sometimes take them a week or two to get a partner to focus enough on the opportunity to either run with it or kill it.

Finally on the dynamics of slow ‘no’s, it is important to note that most entrepreneurs want investment from people who believe in them and their company, and if it comes to a situation where two firms are competing then the one who has shown the most belief generally has an advantage. VCs who express equivocation at any point can face an uphill battle getting back into the deal and therefore the incentive is to be fully enthusiastic right up to the point of saying no. If a sponsoring partner is currently prioritising another deal but thinks they might come back to your company(i.e. are too unsure to say ‘no’) they are likely to simply apologise for being busy rather than explain that you haven’t made the top of their list. Equally, if a partner loves your company but faces a split investment committee they will fear that if they are open about that fact you might go with a competitor who is simply being less transparent.

By now you have probably already thought of some of the signs that suggest a VC is heading towards a ‘no’ even if they aren’t saying it.

The first, and most obvious, is that they are slow to return calls and emails and to arrange meetings. A top priority deal gets close attention. I wouldn’t give up on a VC who is slow to respond though, whilst it tells you that they weren’t immediately excited and the chances of getting to ‘yes’ are receding, it may be they simply haven’t thought about your company enough yet, and when they do they will get excited.

Secondly, look to the body language rather than the words. If there is genuine excitement about your company you should be able to see it or feel it.

Thirdly, repeated requests for more information that don’t seem headed towards a conclusion can be a sign that there is too much unease about your deal within the partnership. If during partnership discussions there is concern about the sales forecast and a request for a pipeline analysis follows, and then the following week there is concern about the competition and a request for a breakdown on the competition follows it is very possible that the following week will see a new concern, and so on.

Finally, you should look to be building a trusting relationship with your sponsoring partner and ask them these questions directly. If the trusting relationship is not forthcoming, or the answers to your questions are evasive that will tell you a lot.

Reading back through this list of signs there is nothing terribly surprising here, and, on reflection, I think that when entrepreneurs go wrong it is because they don’t want to believe the signs rather than because they don’t see them. Giving up on the chance of a transformative event is something most people find hard, even when that chance is slim, or even very slim. When the alternative is unpalatable (e.g. slower growth, headcount reductions, or even going out of business) then giving up on a slim chance is even harder. The trick, of course, is to be ruthlessly honest about the chances of success and not hold on too long.

Enhanced by Zemanta

Over the top TV – plus ça change, plus c’est la même chose

Netflix, Hulu, Youtube and Amazon, companies at the forefront of web delivered TV are increasingly resembling the traditional TV companies they seek to displace. They are now all complementing aggressive licensing strategies with large budgets for developing original content in recognition of the age old truism of TV – content drives subscribers. This leaves us in a situation where, like the old guard of TV, the new guard controls both content and distribution, but unlike the old guard they don’t bundle access (i.e. cable or satellite) in with the package. The access element is now commoditised and adds nothing to the package.

This emerging world is a far cry from the early hopes of web enthusiasts that content owners would have direct access to consumers and wouldn’t have to go through gatekeepers. That vision has been realised in the sense that content owners can host shows on their own websites, market direct to consumers and make money either via charging directly or advertising, but it is increasingly clear that the best way to access a large audience online is to do a deal with one of the companies listed above. Netflix and Hulu et al are the new gatekeepers.

From a consumer perspective I don’t think this is good. I fear that we will be faced with choosing between rival subscription packages which offer only a fraction of the shows we would like to see (something we haven’t had to worry about too much in the UK). Worse still, I fear that as the battle between the pure online players and traditional companies like Sky and Comcast intensifies the market will get more fragmented and the total amount of content in any given subscription will shrink. In the short term I suspect this will also be bad news owners of anything other than A-grade content, including up and coming hopefuls, who will find it harder to get in front of large audiences. Owners of A-grade content and top stars should do well as the TV rivals battle each other for material that will help drive subscriber growth.

Live sport programming is the next frontier. We heard in December that the 2012 Super Bowl will be streamed live online by NBC, but it in the UK at least there is no legal live online access to big games. Once there is I will turn off my cable subscription, but probably not before.

Enhanced by Zemanta

Venture capital funds raised 2011 – Europe down 11%, US up 5%

2011 was a bleak year for venture capital fundraising in Europe and only a little better in the US. According to Dow Jones stats in Europe last year 41 funds raised $3bn, a 20% decline in the number of funds that raised capital and an 11% decline in capital raised compared with 2010. Q4 was the best quarter of the year at $991m.

At $16.2bn funds in the US raised 5.1 times as much money as funds in Europe. That was spread across 135 funds and as you can see from the chart below was more or less the same as 2009 and 2010.

image

image

From these year on year charts it is also looks like the US market has stabilised at roughly half of the 2008 levels whilst Europe is still in decline. 2008 was a peak year for venture capital exits before the financial crisis slowed things down.

Looking at the types of funds that raised money last year it is clear that the trend towards both early stage and late stage funds and away from multi-stage funds is in full swing. One surprise for me in this data is that in a declining overall market capital committed to European early stage funds rose by 23%. Support from governments investing directly into funds or providing tax incentives for high net worths to do so may well have been a significant factor in this increase – largely government backed early stage High-Tech Grunderfonds accounted for circa 20% of the early stage funds raised.

Enhanced by Zemanta