Archive for the 'trends' Category

The business of network effects

The Internet platform business has some unique challenges. It’s very tempting to adopt known models to make sense of it, like the PC business, for example, and think of the Internet platform like an operating system.

The similarities are hard to deny, and who wouldn’t want to control the operating system of the Internet?

In 2005, Jason Kottke proposed a vision for the “WebOS” where users could control their experience with tools that leveraged a combination of local storage and a local server, networked services and rich clients.

“Applications developed for this hypothetical platform have some powerful advantages. Because they run in a Web browser, these applications are cross platform, just like Web apps such as Gmail, Basecamp, and Salesforce.com. You don’t need to be on a specific machine with a specific OS…you just need a browser + local Web server to access your favorite data and apps.”

Prior to that post, Nick Carr offered a view on the role of the browser that surely resonated with the OS perspective for the Internet:

“Forget the traditional user interface. The looming battle in the information technology business is over control of the utility interface…Control over the utility interface will provide an IT vendor with the kind of power that Microsoft has long held through its control of the PC user interface.”

He also responded later to Kottke’s vision saying that the reliance on local web and storage services on a user’s PC may be unnecessary:

“Your personal desktop, residing entirely on a distant server, will be easily accessible from any device wherever you go. Personal computing will have broken free of the personal computer.”

But the client layer is merely a piece of the much larger puzzle, in my opinon.

Dare Obasanjo more recently broke down the different ideas of what “Cloud OS” might mean:

“I think it is a good idea for people to have a clear idea of what they are talking about when they throw around terms like “cloud OS” or “cloud platform” so we don’t end up with another useless term like SOA which means a different thing to each person who talks about it. Below are the three main ideas people often identify as a “Web OS”, “cloud OS” or “cloud platform” and examples of companies executing on that vision.”

He defines them as follows:

  1. WIMP Desktop Environment Implemented as a Rich Internet Application (The YouOS Strategy)
  2. Platform for Building Web-based Applications (The Amazon Strategy)
  3. Web-based Applications and APIs for Integrating with Them (The Google Strategy)

The OS metaphor has lots of powerful implications for business models, as we’ve seen on the PC. The operating system in a PC controls all the connections from the application user experience through the filesystem down through the computer hardware itself out to the interaction with peripheral services. Being the omniscient hub makes the operating system a very effective taxman for every service in the stack. And from there, the revenue streams become very easy to enable and enforce.

But the OS metaphor implies a command-and-control dynamic that doesn’t really work in a global network controlled only by protocols.

Internet software and media businesses don’t have an equivilent choke point. There’s no single processor or function or service that controls the Internet experience. There’s no one technology or one company that owns distribution.

There are lots of stacks that do have choke points on the Internet. And there are choke points that have tremendous value and leverage. Some are built purely and intentionally on top of a distribution point such as the iPod on iTunes, for example.

But no single distribution center touches all the points in any stack. The Internet business is fundamentally made of data vectors, not operational stacks.

Jeremy Zawodny shed light on this concept for me using building construction analogies.

He noted that my building contractor doesn’t exclusively buy Makita or DeWalt or Ryobi tools, though some tools make more sense in bundles. He buys the tool that is best for the job and what he needs.

My contractor doesn’t employ plumbers, roofers and electricians himself. Rather he maintains a network of favorite providers who will serve different needs on different jobs.

He provides value to me as an experienced distribution and aggregation point, but I am not exclusively tied to using him for everything I want to do with my house, either.

Similarly, the Internet market is a network of services. The trick to understanding what the business model looks like is figuring out how to open and connect services in ways that add value to the business.

In a precient viewpoint from 2002 about the Internet platform business, Tim O’Reilly explained why a company that has a large and valuable data store should open it up to the wider network:

“If they don’t ride the horse in the direction it’s going, it will run away from them. The companies that “grasp the nettle firmly” (as my English mother likes to say) will reap the benefits of greater control over their future than those who simply wait for events to overtake them.

There are a number of ways for a company to get benefits out of providing data to remote programmers:

Revenue. The brute force approach imposes costs both on the company whose data is being spidered and on the company doing the spidering. A simple API that makes the operation faster and more efficient is worth money. What’s more, it opens up whole new markets. Amazon-powered library catalogs anyone?

Branding. A company that provides data to remote programmers can request branding as a condition of the service.

Platform lock in. As Microsoft has demonstrated time and time again, a platform strategy beats an application strategy every time. Once you become part of the platform that other applications rely on, you are a key part of the computing infrastructure, and very difficult to dislodge. The companies that knowingly take their data assets and make them indispensable to developers will cement their role as a key part of the computing infrastructure.

Goodwill. Especially in the fast-moving high-tech industry, the “coolness” factor can make a huge difference both in attracting customers and in attracting the best staff.”

That doesn’t clearly translate into traditional business models necessarily, but if you look at key business breakthroughs in the past, the picture today becomes more clear.

  1. The first breakthrough business model was based around page views. The domain created an Apple-like controlled container. Exposure to eyeballs was sold by the thousands per domain. All the software and content was owned and operated by the domain owner, except the user’s browser. All you needed was to get and keep eyeballs on your domain.
  2. The second breakthrough business model emerged out of innovations in distribution. By building a powerful distribution center and direct connections with the user experience, advertising could be sold both where people began their online experiences and at the various independent domain stacks where they landed. Inventory beget spending beget redistribution beget inventory…it started to look a lot like network effects as it matured.
  3. The third breakthrough business model seems to be a riff on its predecessors and looks less and less like an operating system. The next breakthrough is network effects.

Network EffectsNetwork effects happen when the value of the entire network increases with each node added to the network. The telephone is the classic example, where every telephone becomes more valuable with each new phone in the network.

This is in contrast to TVs which don’t care or even notice if more TVs plug in.

Recommendation engines are the ultimate network effect lubricator. The more people shop at Amazon, the better their recommendation engine gets…which, in turn, helps people buy more stuff at Amazon.

Network effects are built around unique and useful nodes with transparent and highly accessible connection points. Social networks are a good example because they use a person’s profile as a node and a person’s email address as a connection point.

Network effects can be built around other things like keyword-tagged URLs (del.icio.us), shared photos (flickr), songs played (last.fm), news items about locations (outside.in).

The contribution of each data point wherever that may happen makes the aggregate pool more valuable. And as long as there are obvious and open ways for those data points to talk to each other and other systems, then network effects are enabled.

Launching successful network effect businesses is no easy task. The value a participant can extract from the network must be higher than the cost of adding a node in the network. The network’s purpose and its output must be indespensible to the node creators.

Massively distributed network effects require some unique characteristics to form. Value not only has to build with each new node, but the value of each node needs to increase as it gets leveraged in other ways in the network.

For example, my email address has become an enabler around the Internet. Every site that requires a login is going to capture my email address. And as I build a relationship with those sites, my email address becomes increasingly important to me. Not only is having an email address adding value to the entire network of email addresses, but the value of my email address increases for me with each service that is able to leverage my investment in my email address.

Then the core services built around my email address start to increase in value, too.

For example, when I turned on my iPhone and discovered that my Yahoo! Address Book was automatically cooked right in without any manual importing, I suddenly realized that my Yahoo! Address Book has been a constant in my life ever since I got my first Yahoo! email address back in the ’90’s. I haven’t kept it current, but it has followed me from job to job in a way that Outlook has never been able to do.

My Yahoo! Address Book is becoming more and more valuable to me. And my iPhone is more compelling because of my investment in my email address and my address book.

Now, if the network was an operating system, there would be taxes to pay. Apple would have to pay a tax for accessing my address book, and I would have to pay a tax to keep my address book at Yahoo!. Nobody wins in that scenario.

User data needs to be open and accessible in meaningful ways, and revenue needs to be built as a result of the effects of having open data rather than as a margin-based cost-control business.

But Dare Obasanjo insightfully exposes the flaw in reducing openness around identity to individual control alone:

“One of the bitter truths about “Web 2.0″ is that your data isn’t all that interesting, our data on the other hand is very interesting…A lot of “Web 2.0″ websites provide value to their users via wisdom of the crowds appproaches such as tagging or recommendations which are simply not possible with a single user’s data set or with a small set of users.”

Clearly, one of the most successful revenue-driving opportunities in the networked economy is advertising. It makes sense that it would be since so many of the most powerful network effects are built on people’s profiles and their relationships with other people. No wonder advertisers can’t spend enough money online to reach their targets.

It will be interesting to see how some of the clever startups leveraging network effects such as Wesabe think about advertising.

Wesabe have built network effects around people’s spending behavior. As you track your finances and pull in your personal banking data, Wesabe makes loose connections between your transactions and other people who have made similar transactions. Each new person and each new transaction creates more value in the aggregate pool. You then discover other people who have advice about spending in ways that are highly relevant to you.

I’ve been a fan of Netflix for a long time now, but when Wesabe showed me that lots of Netflix customers were switching to Blockbuster, I had to investigate and before long decided to switch, too. Wesabe knew to advise me based on my purchasing behavior which is a much stronger indicator of my interests than my reading behavior.

Advertisers should be drooling at the prospects of reaching people on Wesabe. No doubt Netflix should encourage their loyal subscribers to use Wesabe, too.

The many explicit clues about my interests I leave around the Internet — my listening behavior at last.fm, my information needs I express in del.icio.us, my address book relationships, my purchasing behavior in Wesabe — are all incredibly fruitful data points that advertisers want access to.

And with managed distribution, a powerful ad platform could form around these explicit behaviors that can be loosely connected everywhere I go.

Netflix could automatically find me while I’m reading a movie review on a friend’s blog or even at The New York Times and offer me a discount to re-subscribe. I’m sure they would love to pay lots of money for an ad that was so precisely targeted.

That blogger and The New York Times would be happy share revenue back to the ad platform provider who enabled such precise targeting that resulted in higher payouts overall.

And I might actually come back to Netflix if I saw that ad. Who knows, I might even start paying more attention to ads if they started to find me rather than interrupt me.

This is why the Internet looks less and less like an operating system to me. Network effects look different to me in the way people participate in them and extract value from them, the way data and technologies connect to them, and the way markets and revenue streams build off of them.

Operating systems are about command-and-control distribution points, whereas network effects are about joining vectors to create leverage.

I know little about the mathematical nuances of chaos theory, but it offers some relevant philosophical approaches to understanding what network effects are about. Wikipedia addresses how chaos theory affects organizational development:

“Most of the focus on chaos theory is primarily rooted in the underlying patterns found in an otherwise chaotic enviornment, more specifically, concepts such as self-organization, bifurcation and self-similarity…

Self-organization, as opposed to natural or social selection, is a dynamic change within the organization where system changes are made by recalculating, re-inventing and modifying its structure in order to adapt, survive, grow and develop. Self-organization is the result of re-invention and creative adaptation due to the introduction of, or being in a constant state of, perturbed equilibrium.”

Yes, my PC is often in a state of ‘perturbed equilibrium’ but not because it wants to be.

Getting back to basics

There was something really depressing about Web 2.0 Expo that I can’t quite put my finger on. Though when I woke up Monday morning after a weekend of working on my house it started to become more clear.

On Friday I prepared the work plan, rented a truck, and bought some new gear (loving the laser-guided cicular saw). On Saturday four of my friends came around to my house. We removed one wall and put up a new wall. On Sunday I hauled the junk to the dump, bought a bunch of sheetrock and more 2×4’s for next weekend’s job.

(By the way, great tip here, instead of hiring a garbage removal company for $700-1000, rent a 15 footer and just load all your trash directly into the truck bed. Drive it right into the dump yourself and push it out. The dumping cost for me was $75 plus the truck rental fee…which of course was super handy for getting the lumber, tools and sheetrock, too.)

Anyhow, now I have a 2 bedroom house where we once technically just had 1 bedroom. I also have a sore back and aching hands. Shredded skin on my fingers. A bruised elbow. Tired legs. I couldn’t be happier.

Struggling to get my body out of bed Monday morning, I realized I hadn’t thought about or even used the Internet for 3 days. I saved ideas by writing them down in a notebook with a pencil. I used the yellow pages to find things I needed. I contacted people using the telephone.

I wasn’t worrying about the scalability of the construction (only the joists over my workspace), optimizing the collaborative labor (except that they got coffee, food and beer), or marketing my property. I was simply building. With my hands (and a few borrowed ones).

I’ve argued over and over about how the Internet can change just about everything. And though I’m sure there are ways it could have helped me this weekend, there was something deeply satisfying about getting back to basics for a few days, particularly after losing the plot a bit last week.

Somehow the tone of the dialog in the Internet market has shifted away from the fundamentals, things like expanding the network or the concept of the network itself, building the tools and systems and data streams that help people accomplish things, creating the opportunities for new breakthroughs to emerge.


It’s a natural progression for a mature market to start optimizing for revenue gains as the platforms define themselves. I guess I’m just paranoid that the smell of instant fortune is wafting in the noses of sharks and leeches while the revenue models that they plan to exploit are emptier than they know. The spending arms race will surely follow where budgets won’t matter, hiring will get out of hand, and marketing messages will get silly.

But if the market crashes again or worse, violence or viruses erupt in our cities or the planet heats up, I’ll have my hammer ready for building things that people care about. That’s all I need. My trusty hammer. And my thermos. All I need is my thermos and my hammer, and maybe my chair…

The StumbleUpon effect is real


The StumpleUpon acquisition rumor is interesting if not a bit weird, but it doesn’t surprise me that they are being taken seriously. They weren’t really on my radar until I recently looked at the traffic reports for my wife’s blog, HelpThing.

She got a massive spike sourced from StumbleUpon referrals which, of course, is relative given her small audience, yet. But it wasn’t an isolated incident, and now you can see here that StumbleUpon is actually a very healthy source of traffic in addition to MyBlogLog and del.icio.us. This chart is the referral sources for the past week in which she got a smaller spike on a somewhat older post.

There is something strangely addictive about it, and there is so much room to build interesting discoverability now that they are crossing the critical mass chasm.

I don’t know too many people who use it (well, I haven’t asked many, to be honest), but the ones who do always give you a sheepish grin when you ask them about it. It’s hard not to like after using it a few times, and it does feel like they might be on to something potentially pretty big here.

Gatekeepers need to stop calling themselves gatekeepers

Time business columnist Justin Fox questioned the success of the new media methods in a recent post “The reign of the enthusiasts“.

He suggests the algorithms that proudly surface the deep dark corners of the Internet are actually just self-referential popularity contests. When searching for his name Justin found that the articles he’s written that are likely most influential in the real world fail to rank higher than the articles he’s written which attracted the most link love from media-obsessed blogger types, like myself.

“There are web2topians out there–Battelle and my friend Matt McAlister immediately spring to mind–who are convinced that the Googles (and Diggs and del.icio.uses and Amazons and Last.fms) of the future will do a vastly better job of steering people to what they want, such a good job that most of the gatekeepers of the current media universe will prove wholly extraneous.”

This isn’t the first time someone has accused me of being a Web 2.0 blogger. Coincidentally, the same day Justin posted this, I was mocked by a local construction worker waiting for the bus with his buddies as I passed on my way to the office. He shouted to nobody in particular,

“Man, you know what I hate? Dotcommers.” He watched me walk by stonefaced and waited for a response. The guys standing around him turned to look. Unsure still, he blurted out, “Architects, too. Hate all of them.” He got the laugh he was looking for.

Jeez, am I that boring? Or that obvious and annoying? (Please don’t say anything. I think I know the answer.)

Anyhow, Justin’s question is top-of-mind for a lot of people in the media business. Where I disagree with him and the wisdom of the media industry crowd is on the notion of “gatekeepers” or rather the need for them at all.

Perhaps the most important part of being successful in media is distribution, and the reason we’re asking what the role of the gatekeeper is today is because the Internet has disintermediated the media distribution models that helped them become gatekeepers in the first place.

Online search changed the way people access relevant information, and those who once thought of themselves as gatekeepers suddenly found themselves at the mercy of the link police, the new gatekeepers, the search engines.

Yet, Justin’s explanation of the weakness of Google’s algorithm is exactly what I think many people who get mocked for their trendy glasses, old man sport coats, carefully orchestrated facial hair events, designer shoes and man purses (I don’t have a man purse) all see improving with the introduction of explicit and implicit human data into the media distribution model. The act of hyperlinking to a web page is not a strong enough currency to hold together a market of information as big as the Internet has become in recent years. It’s a false economy.

But the link currency opened the door to the idea of using behavior to help people find things. I love Last.fm not just for the music it recommends to me but because it proves this to be true. The Internet is made of people, people with a wide range of knowledge, tastes, and interests.

Now, there will always be a role for experts, and there are many cases where being an expert is not just subjective. Experts are hugely influential on the Internet as they are in other media. But I don’t see that a gatekeeper is an expert by definition.

There will also always be a role for enablers. Good enablers are often community builders who understand the rhythms of human psychology and emotion. Henry Luce was such a man, and I think he might have been a very successful web2topian today.

If those who call themselves “gatekeepers” want to share their expertise in valuable ways, then they will need to understand how the role of human data helps with distribution of that expertise. If those who aim to be enablers of communities want to be relevant, they will find ways to do that in many of the social technologies that have proven successful in this new world.

Similarly, if the people Justin affectionately refers to as web2topians appear smug, glib or arrogant when talking about media, then they are only doing themselves and everyone in the business a disservice. Gatekeepers know better than anyone that expertise does not by definition make you important. That’s a lesson the Internet generation will learn the hard way when someday they become irrelevant, too, I’m sure.

Media As A Service

Much like print and tv are becoming marketing vehicles to drive people online, the domain name for an online media service is becoming sort of an abstract utility or maybe just a brand address for media services rather than the real estate upon which the core activity occurs. The service a media vehicle provides matters more than the vehicle itself.

And this isn’t only happening in the content space. Every aspect of the media business is pointing to a services model. Here’s what the key pieces look like, in my mind:

  1. Data is infinitely distributable. All data…not just editorialized words. The RSS standard opened the doors for vast distribution networks, and services like Yahoo! Pipes and Feedburner figured out how to make the distribution methods meaningful. There’s an endless supply of microchunks flying around the Internet, most of them unattached to any domain or URL except as a handy reference point.
  2. Data can be visualized in meaningful ways. AJAX and the many freely available widget kits and javascript libraries such as YUI are rendering these microchunks in the right place at the right time in the right way for people which, again, is not always on a web site. The Internet user experience is no longer held back by the limitations of HTML and the packaging a site owner predefines for their media.
  3. Media is created by everyone. Whether written in long form by a reporter or researcher, captured as video by a mobile phone owner, or simply clicked by a casual web site visitor, expressions of interest are shared, measured and interpreted in many different ways. This results in a seemingly neverending stream of media flowing in and out of every corner of the digital universe.
  4. Distribution technologies are increasingly efficient and inexpensive. Personal media services like instant messaging, blog tools, podcasting and collaborative media services like Wikipedia, del.icio.us, Flickr, etc. are easy to use and often free. Web services and open source software enable people and companies to scale distribution and production functionality for large audiences or groups of users with negligeable costs. Most importantly, these tools enable people to be influential without ever owning a domain.
  5. The distance between buyer and seller is shrinking. There are more and more ways for buyers to find sellers and sellers to find buyers from search engines to recommendation tools to coupon rss feeds, etc. Distributed ad markets like Right Media are enabling marketers and service providers to negotiate both the methods and the value of a marketing message. Advertising can operate as a service, too.

After re-reading this description myself, it looks like I’ve just echoed much of the whole Web 2.0 thing yet again. That makes me think I didn’t articulate the concept properly, as I believe there’s a very different way to visualize how data get created, packaged, distributed and remixed and how the various parts of a media business can be coupled both within the organization and across the wider network. Maybe that’s Web 2.0. Maybe it’s edge economics. SOA. Whatever.

The important thing is to think of how your media business can create for yourself or leverage how others offer Marketing As A Service, Sales As A Service, Operations As A Service, in addition to your editorial and community building efforts. Here’s a quick chart of how a media business might look that hopefully gets the point across:

Staffing Model Source Data Coopted Data Distribution Services
EDITORIAL Reporters, Community Managers, Assemblers (formerly known as ‘Producers’) Original News, Analysis, Columns News Wires, Paid Data Feeds, Free RSS Feeds, Links, Comments, Votes, Ratings, Clicks RSS Feeds, Content API (Read and Write)
MARKETING Customer Service, Evangelists, Event Organizers SEO, SEM, Paid Inclusion, Sponsorships, Staff Blogs Partner Promotion, Customer Evangelist Blogs Customer Help, Usage Policies, SLAs, Traffic/Referrals to favored partners
SALES Sales Engineers, Business Development Customer Data, On-site Inventory Partner Inventory, OEM Partner Services Ad Service API (Read and Write)

We’ve seen Journalism As A Service evolve with a little more clarity, particularly recently. Mark Glaser provides a step-by-step guide on how to structure a community-driven news organization:

“Reach out to the community for bloggers, muckrakers and go-to experts. Each topic area would require more than just reacting to news. The Topic Chief would be sure to enlist as many experts as possible not only to be sources but to also be contributors, commenters, and word-of-mouth marketers. Anyone who possesses the skills that go beyond basic participation can be hired on as freelancers or even full-time staff.”

Similarly, Doc Searls’ “How To Save Newspapers” post also lays out what needs to happen on the editorial side. Here’s step #5 in his list:

“Start looking toward the best of those bloggers as potential stringers. Or at least as partners in shared job of informing the community about What’s Going On and What Matters Around Here. The blogosphere is thick with obsessives who write (often with more authority than anybody inside the paper) on topics like water quality, politics, road improvement, historical preservation, performing artisty and a zillion other topics. These people, these writers, are potentially huge resources for you. They are not competitors. The whole “bloggers vs. journalism” thing is a red herring, and a rotten one at that. There’s a symbiosis that needs to happen, and it’s barely beginning. Get in front of it, and everybody will benefit.”

There is lots of guidance for the newsroom, but all parts of a media business can become services.

For example, the ultimate in Marketing As A Service is the customer evangelist. It’s not about branded banners, as Valleywag points out,

“When paid-for banner ads lead to another site that’s supported by banner ads, you know that something’s wrong. Anyone who relies on that circular spending is asking for trouble.”

Marketing should be about enabling customer evangelists whether your customer is simply promoting your stuff for you or actually distributing and reselling it. Fred Wilson thinks of this in terms of “Superdistribution“:

“Superdistribution means turning every consumer into a distribution partner. Every person who buys a record, a movie, reads a newspaper, a book, every person who buys a Sonos or a Vespa becomes a retailer of that item. It’s word of mouth marketing, referral marketing, but with one important difference. The consumer is the retailer.”

None of this needs to happen on a single domain. The domain chain in any of these actions probably should be invisible to people, anyhow, except maybe to ground the events in trusted relationships.

Now, there are many domains that can create wonderfully useful and valuable destinations once they reach a certain critical mass. Invoking another over-used dotcom jargon word, this is what happens at the head of the long tail. And there are obviously lots of nice advantages of being in that position.

Most media companies want to be in that position and fight tooth and nail for it even if it just means being at the head of a niche curve. But instead of or maybe in addition to competing for position on the curve, most media companies need to think about how they provide relevant services outside of their domains that do something useful or valuable in meaningful ways across the entire spectrum.

Posting articles on your domain isn’t good enough any more. The constant fight for page views should be positive proof of that. There’s a bigger, deeper, longer term position out there as a critical part of a network. Sun Microsystems’ mantra “The Network is the Computer” is still meaningful in this context. What is your role if “The Network is the Media”?

Similarly, is Marshall Mcluhan’s widely adopted view that “The Medium Is The Message” still true? Or, like many have asked about the IT market, does the medium matter anymore?

If we are moving to an intention economy, then those who best enable and capture intention will win. And that doesn’t have to happen on a domain any more.