Posts Tagged ‘Technology’

Analyzing web analytics

21 November, 2008

Couple of days ago I finished the last of this season’s speech and seminar tour. As usual, it’s been a whole lot of fun, but I’m glad I can finally get back to focusing on actually doing stuff.

So, for the first time in a while, I managed to get some reading done and scoured thru a couple of web analytics books that has been in the pipeline for a while. Best one, by far, was “Actionable Web Analytics“, which was the only book focusing on why we should analyze and what to actually do with the numbers, compared to just describing the mechanics how we set up GA or Omniture to output some stuff.

What surprises me the most is how I can’t find a single decent approach to analyzing advertising campaigns that aren’t driven by click-thru. This still seems to be a blind spot, despite the fact that everyone is a metric evangelist these days.

It’s all very web site centric, although GA announced support for distributed apps thru their Flash tracker the other day. Also, the customer analytics vendors have in mind are clearly advertisers or publishers, possibly media agencies, but definitely not creative agencies.

There are simpy no decent tools for creative agencies to use to actually improve the quality of their work. Throwing stuff like KPIs or OKRs at creatives just don’t do it.

So sure, we need our creative briefs to become more data driven, but where are the tools to make us do that? Campaign analytics tools are mostly tied to ad serving vendors, making it very difficult for agencies to learn stuff cross-clients since the data is siloed. And what’s up with the CTR, especially using it as a measure of success for banners with a simple message, such as “This is an ad for diet coke, please buy it”… sheesh. Just because CTR can be measured doesn’t mean it’s relevant.

And also, how difficult can it be for ad serving vendors add plug and play tracking for exposure time, hover, non-CTR events etc etc.? And how come there’s no dead easy way to get insights on what frequencies, media context or individual characteristics (geodemo or psychographics) what seems to trigger different types of responses?

Gah, do I have to create everything myself? ;)

Another speech, Reactive by Burt and Web 2.0 Expo

19 April, 2008

So this week I did a somewhat modded version of my “tour-speech” (heh) for one of our regular clients, focusing more on how the “be really, really good or don’t bother”-paradigm of online publishing applies to paid advertising.

To some extent, paid advertising is less exposed to logic I outline for content creators (google, digg, techmeme etc. helps us find the best stuff, the rest gets ignored) since we as advertisers can pay people to get their attention. However, the fact that online audiences aren’t “captive” in the same sense as TV- and print-audiences forces us to deliver higher quality (more relevant, intelligent, funny etc.) messages and “earn” their respect/attention.

This is right along the lines with what we’re doing with our Reactive by Burt-project, that aims to give advertising creatives the tools to leverage dimensions not accessible in other media. We’re still running in low-profile mode but have managed to run campaigns for SAS, Google and Telia despite the fact we’re doing it part time. I’ve submitted an application to deliver a presentation on the New York Web 2.0 Expo.

Speaking of which… I finally got around to booking my tickets to the SFO Web 2.0 Expo next week. Leaving on monday, attending both workshops and the presentation tracks. Should be awesome. Look me up if you’re there!

Will Facebook allow negative word-of-mouth? (On Social Ads)

7 November, 2007

Finally. Facebook has announced what their Social Ads play is all about. Exhale. Turns out my Behavior Targeting prediction wasn’t correct. Water under the bridge. Anyhow, besides targeting based on user-info (wtf were they using earlier? hahaha), improved analytics (zzZZz…) and the ability to create an official company presence (in case you don’t have a website), Social Ads (including Facebook Beacon) is basically a Word-of-mouth-play.

Word-of-mouth (WOM) was actually all the rage a couple of years back in the marketing community. Books like The Tipping Point, Cluetrain, Anatomy of buzz, WOM Marketing etc. are all great reads, discussing the ins and outs of WOM, why it’s so important and when it isn’t. The Cluetrain manifesto says it best, when claiming that “All markets are conversations”, which is not completely true but close enough.

The fueling idea behind WOM is that advertising is not trustworthy enough to drive our consumption behavior. Instead, we rely on the advice and input (directly or indirectly) of people we trust.

When approaching WOM from a broad perspective, it’s tempting to venture in to the discussion on wether “mega-hubs” are really WOM. Regular hubs are a basic network term, referring to network nodes that have more than one connection. To be WOM specific, hubs refer to people that interact and influence many people on a given subject.

The mega-hub concept was coined by Emanuel Rosen in “The Anatomy of Buzz”. A bit simplified it refers to instances that “broadcast” their choices to many, many, many people that they most likely have no a personal relationship which. Oprah. Tiger. Arrington. Mike. Blah. Blah. Personal publishing platforms such as blogs has certainly blurred the line between hubs and mega-hubs, but I’ll leave that intriguing discussion for some other time or someone else.

There is also the financial dimension to take into account. Oprah has somewhat of an indirect revenue model, involving heavy barter with guests, prizes, publicity etc. for her endorsements. And sometimes it’s a direct revenue model, as with the Oprah Book Club. Blogging also involves a variety of revenue schemes; Amazon affiliates, Payperpost etc.

But today we’re talking Facebook’s Social Ads concept, which includes neither mega-hubs nor obvious revenue streams to those endorsing products. Instead, the driver behind peoples’ recommendations is simple: it gives them social recognition, and if you were right in your recommendation, more trust (which reinforces the previous sequence). Both social recognition and trust favors you in natural selection, so your genes get propagated and that’s basically why we do it in the first place (pretty much like everything else if you believe Richard Dawkins).

Marketers that want to leverage this fundamental consumer behavior insight and create buzz are should follow these steps:

  1. Create something worth talking about. Something that is exceptionally good, beautiful, funny etc.
  2. Craft a stories around your product. Stories are easier to remember and more convincing when told.
  3. Make it dead easy to spread the word.

For example, my Bose QC3 soundproof headphones are an amazing piece of technology that looks stunning (1. Worth talking about. Check.). I tell who ever will listen about how I use them to be undisturbed when working in crowded cafés or noisy parks etc. (2. Story. Check.). In their leather case, there’s a bunch of business cards, which are to be distributed to people inquiring about the awesomeness of them. Which I have actually done, many times(3. Dead easy to spread the word. Check.).

The point here my friends, is of course that my influence on you and other people is of value to the marketer, in this case Bose. And Facebook wants to “monetize” (oh, horrible word) the value that I created. Theoretically, the story for Social Ads is dead on:

  1. Word-of-mouth is awesome. Yay!
  2. Word-of-mouth is social.
  3. Facebook is social.
  4. Facebook is Word of mouth.
  5. Facebook is awesome. Woot!

Most objections to the Social Ads scheme is that nobody wants Coca Cola as their friend. Integrity. “Real people” will never sell out. Who will have the time to engage with these things. Blah. Blah Blah. Yada. Yada. However, most of these reactions are actually borderline stupid.

  • People will add brands as their friend – conspicous consumption is not a theory…. Besides, at Daddy we’ve successfully plugged in characters from our campaigns in both MySpace and Facebook. Lots of friends for them, everyone lived happy.
  • Fear about lost integrity? Omg please, all consumer trends point in the exact opposite direction, so for now the privacy issue is a purely academic discussion.
  • And people will “sell out”, at least in the sense that they recommend products to other people. One might object to why they do it, but it’s there and doing the job. Reviews, recommendations etc. are all over the net since just about forever.
  • No time? But of course we do: Facebook’s popularity (and maybe blogging) is the ultimate proof hahaha

Social recognition is a powerful driver, and it’s interesting to see how Facebook’s play will pan out. My initial prediction is that it will fail, at least if the objective of Social Ads is to become the new Adwords, and Beacon is to become the next AdSense. Wanna know why?

Nuance and choice.

The consumer landscape is not just a happy place. People hate some brands, and some brands seem to hate people. How is Social Ads going to account for the negative value that WOM can have? Store credit? Cash pay out to bashed brands? Because without nuance, no credibility. It’s just that simple.

Logic is that by being the platform that allows the conversation to take place Facebook is entitled to cash payout. But what about me wanting to recommend a brand that isn’t a paying customer? Can I only choose from the companies that are paying to be inside the walled garden of Facebook?

Reminds me a bit of the problems facing Price comparison engines; just substitute “conversation” with “e-commerce transaction”. Same logic applies; comparison engines facilitate the transaction and charges money for doing so. Problem is that charging for being the list raises prices, so some stores don’t want to pay because they can be cheaper without being in the listing. So they skip paying, but the comparison engines can’t boot them off ’cause that would ruin the whole purpose of the engine for users. So they try and balance these different customer tiers against their own interests, and their customers’.

Facebook is far from the first company to realize the value of WOM. But WOM schemes are usually a slippery slope, usually since they focus too much on their own and marketer’s POV, neglecting key factors such as nuance and choice. Real WOM isn’t about money. That’s the whole point. It’s about creating value. Doing something insanely great that puts a dent in the universe. Maybe Facebook’s Social Ads will be a way to decrease friction in spreading the word, but it seems to me that they must follow thru a whole lot more for that to be the case.

One dayz we’ll all h4s cheezburger

6 November, 2007

I can’t stop being fascinated by the lolcats-phenomenon. For those of you not familiar with what lolcats, it’s basically a picture of an animal with a funny caption.
lolcat
The picture can be created by anyone with less than basic skills photoshop, imageready or even windows paint. The Google of Lolcats, I can has cheezburger, has even created a deadsimple editor – The Cheezburger Factory – that enables even quickier to create these funny captions. They even provide images, if you don’t have any of your own.

The lolcats created in the Cheezburger factory lolcats are published to get rated by other users and the best end up on the front page, a Digg for lolcats if you may. What’s really interesting is, that the real explosion of lolcat-consumption is directly correlated to the launch of the Cheezburger-factory. So what we have is:

  • Clearly defined contraints (funny animal picture + caption)
  • Super convenient publishing platform
  • User refined relevance mechanism

Recognize it? It’s the same pattern that has driven blogging, Youtube, Facebook etc. Constraints drives creativity, makes sure that submitted content is somewhat relevant and lowers barriers to creation; a simple publishing platform lowers barriers to creation even further; and the user refined relevance mechanism creates broad commitment and assures quality thru emergence by making sure that all the crappy lolcats are kept out of harms way (for all but the most obsessed fanboys).

You gotta love it. Not sure wether lolcats will survive in the long run… but funny animal home videos are pretty similar and they’re still prominent on most funny-home-video-shows on TV, right? Lolcats or not, it will be interesting to see what other kind of alternative culture that will spawn from platforms built on this pattern.

The Machiavellis of Mountainview

2 November, 2007

I tip my hat off. You have to hand it to Google, the OpenSocial coup is one sweet PR blow to Facebook. The name? Fantastic. And the timing is just insane. Hardly a coincidence, though.

However, I don’t agree with the Oreilly Radar’s opinion that Facebook and MySpace will not join the party. How could they not? They’re being painted as the bad guys by the very slick PR-geniuses over at the Googleplex. Quietly disguised as a more convenient way for developers to develop social apps:

The web is more interesting when you can build apps that easily interact with your friends and colleagues. But with the trend towards more social applications also comes a growing list of site-specific APIs that developers must learn.

But it’s so much more. If successful, the long term effect is that the value of “owning” the social graph will evaporate. The social dimension will be much more a “feature” than a “product”. Wich is definitely the way it should be. Maybe Brad’s portability scheme will come true? I hope so; it would be for the benefit of everyone (but Facebook heh). Btw, if you haven’t read Brad’s thoughts on the social graph before, you really should. It’s digital idealism at it’s finest.

Where IS the mobile advertising?

1 November, 2007

As you may or may not know, I’m a big believer in mobile advertising. My reasons for this are reach, creative assets (accurate location, movement, personal information etc.) and to some extent, the increased potential for functional advertising.

Hypothetically, reach is already there – mobile penetration is 100 percent in most target audiences. But where are the ad serving platforms, standardized formats and touchpoints? All these things need to be there for us as a creative agency (and we’re one of the tech-driven ones…) to allocate investments to mobile channels. Be they’re not anywhere to be found. And regardless of what people (like the Yahoo-guy here at Daytona Sessions today) say, to my knowledge there are no approaches that can scale across time, products, brands, companies and business models.

Or am I missing something?

Daytona Sessions: it’s a mobile, mobile future

1 November, 2007

Swedish web agency Daytona has taken the very welcome initiative and pulled together an event called “Daytona Sessions“. So far I’ve heard Henrik Torstensson, which I’ve heard two times before who said pretty much the same stuff as always. Good stuff, but same, same but different.

The guy speaking now, Johan Ragnevad, is from InCode (a Verisign company), talking about the rise of mobile web. He talks about MMS vs. E-mail (growth curve for Blackberry is a liiittle bit different than that of MMS heh), Internet speed vs. Telco speed and Above all, I like the rethorical question:

“What can we do with a thing that everyone takes with them all the time, that is personal, that has a built-in payment function etc. What kind of services can we imagine that has not been possible or effective before?”

Good statistics, crappy powerpoint though; looks like 10p font size ;) Hopefully they’ll distribute them tonight.

Now he’s done. Next up is more mobile, from Yahoo. Though I’m a big fan of Yahoo’s acquisitions (Delicious, Right Media and Flickr in particular), I think that releases from Yahoo’s in-house teams are pretty uninteresting stuff. I mean, Yahoo 360, c’mon ;) But 10 percent of all aggregated attention online is pretty heavy. Can’t argue with that. Same with him again, lousy slides. No 30/20/10-rule there. Btw. my bet is that Yahoo will purchase Twitter.

Confusion of flavors

1 November, 2007

These days (and nights) I spend quite some time debriefing, business planning, strategizing, VC-wrestling, conference jockeying and web-evangelizing. Regardless of initial theme, these various activities often seem boil down to revolve around how to make money and who’s money we’re gonna take. Scarily enough, it’s very seldom (erh, make the never) about “why” we’re gonna make money in the first place; most people are too lazy or too arrogant to realize that “value” is key.

Forgetting about the importance of a rock-solid value proposition may be one thing, but what actually annoys me the most is the utter disregard for keeping key strategy/economics/marketing concepts straight; competitive advantages are confused with business ideas, are confused with business models, are confused with sales models, are confused revenue models ad infinitum.

Enough whining; let’s save the business world and clean up the most disturbing misuse of these wonderful, and useful, concepts:

  • USP (Unique Selling Proposition/Point). Very often confused with value proposition or competitive advantage. It was coined by Rosser Reeves and is a communications-concept referring to that your communication should stress one benefit (uniqueness 1) that no other company claims/can do (uniqueness 2) that is of significance to the consumer in it’s purchase. The “one benefit per ad” part is to make sure that people aren’t overwhelmed communicationwise, and the other part relate to value (there it is again) and “positioning mechanics”, a concept that was later defined and refined by Al Ries & Co.
  • Revenue model vs. Business model. A Revenue Model is how we charge for the value we create. A business model relates to how we are structured to create value and make money: it includes our offering (value proposition), how we convince people we create value (sales model), how our organization is structured (organization), infrastructure (core competencies, partnerships etc.), what it costs to run our business (cost model) and some other stuff. A restaurant’s revenue model is (usually) to charge money (cash or card) in relation to what and how value much guests have consumed after each consumption.

    However, the business model includes stuff like the fact that they provide food as value in exhange for the revenue stream, where they provide the food – restaurant or home delivery – how they provide that food; cook it in their own kitchen or offer take-out menus from alot of different places (there are actual restaurants that do this heh) etc.

  • Disruptive vs. sustaining innovation/technology. This is probably the most misused business word of our time. It’s just about he new “strategic planning”, “SCA” or “human capital” ;) I often wonder if anyone of the people have even bothered to read Clay Christensens fantastic books on the subject. Or listened to the podcast from 2005 OSCON. Or even read the Wikipedia entry, for that matter. It’s dynamite stuff, one of the most important books of our day I’s say. But a little dry and too some extent, boring. But worth a read, or two.

    Most guys you’ll meet have their very own interpretation of what a “disruptive innovation” means. People equal it to a “game changer”, a “technological quantum leap” or something along those lines. But disruption is a process, not an event. And it isn’t really about the complexity of a new technology, but mostly relates to simplifying and making something more convenient, enabling a new form of use (so called “new market disruption”). It can also be about a more lean and efficient business model, that enable new users to buy a product, or picks up consumers in the low-end that other companies don’t want.

    Another factor is that for a disruption to be really effective, it must be something that the incumbent business model doesn’t allow them to do; for example mini-computer manufacturers in the seventies (Digital, Wang, Nixdorf etc.) were structured in a way with their sales model that demanded them to have high-priced sales at high margins (typical computer sold for $200 000 at 60 percent markup) which made it very unattractive for them to pursue Personal Computers that promised price tags of $2000 at 30 percent markup. And it didn’t matter that it was obvious that the PC market was gonna be substantial and that their engineers could have designed the PC blindfolded. Their business model was structured as such that they couldn’t target this business without sacrificing some of the old one; the new game began befor the old one ended.

    But… it’s one big but, when an innovation strikes against a piece of the market that is considered financially important by an incumbent company, the odds are that the entrant will loose. Key to understanding disruptive vs. sustaining innovation is that as long as it helps incumbent companies to make products that improve the performance trajectory in the way that their best customers “measure goodness”, these companies find a way to get it done. But improving this trajectory almost always drives the market to at one point overshoot what all but the most demanding consumer’s are willing to utilize. It’s at these stages that disruptive innovations really make a killing and get that oh-so-sweet hockey-stick-growth curve by either bringing a new dimension to the table, or being able to deliver what consumer’s are actually willing to pay for, but for a much lower price.

    Problem with VC’s, and other investors too for that matter, is that they want something with big volume and super-high-margins (and they want it fast to boost the almighty IRR), which means targeting a piece of financial real-estate that is attractive to incumbent companies and thus stacks the odds against success. Also they want a “proven” market, meaning that there has to be data to support the investment, which there of course isn’t because at that point there is only theory. So they go for incremental innovation, thinking it’s disruptive since it’s too complex for them or anyone else to understand ;) And this might be a good way for a small company to make a quick sell to a big company, but it’s not a way to build new growth businesses. And it might account for the one-out-of-ten-home-run-kind-of-thinking that venture capital seem to be all about.

Phew. There it is, black on white. Hopefully I hae gotten it almost right, disruption is a bit tricky to explain since it’s three books and a gazillion papers to get the full perspective. E-mail me if you have any questions.

Dear Bill / Steve B / Marky Mark

26 October, 2007

Please tell me you’ll use Facebook as the base for a massive behavioral targeting network, getting distribution for all that precious data inventory. And that you’ll be able to “pull a Google” when it comes to balancing / concealing your data mining and privacy policies.

The “I just couldn’t resist” post: Facebook and Microsoft

25 October, 2007

Go Mark! It’s your birthday! I don’t know if it really is but at a 15 billion dollars in valuation i wouldn’t be surprised :) This Makes FB the fifth most valuable Internet company on the planet. Geez. One could hope that this wasn’t a financial investment on Microsoft’s behalf hahaha. My guess is that they got a sweet ad distribution deal included, or else I don’t know what to say… other than Murdochs 580 MUSD purchase of MySpace is looking awfully good and Yahoo/MS/Google’s non-purchase at a 2-3 bilion valuation is looking pretty stupid hahaha. Can people get fired for neglecting buying companies earlier?

With 300 million visists each month, and 44 pageviews each visit, that adds up to roughly 160 billion pageviews each year. I know, I know, pageviews aren’t everything in this AJAX-Web2.0-Cost Per Influence-Cost Per Action world, but both MS and FB are talking about the deal on a eCPM basis so why shouldn’t I?

Anyhow, Social Networks are notoriously bad at monetizing traffic due to two reasons:

  • They’re utilities, more resembling software than media channels, making if difficult to find efficient surfaces for ads and click-thru are often lousier than even the lousiest banner exchange program
  • They have no content on which to use as a targeting trigger, leaving only the social graph, broad user specified interest tags and demographics to base targeting on

These two factors create insane difficulties when trying to make accurate assesments on what kind of “mode” the user is in, and thus what type of advertisement that can be used for maximum eCPM. However, it might be possible that FB (or MS) has some ultra-super-stealth method of increasing eCPM for Social Networks, because at 1USD/eCPM, (and that excludes commission for the ad serving partner, which is Microsoft in this case) this would give them an annual revenue of a meager 160 MUSD, which I heavily doubt they’re getting, otherwise why take a 250 MUSD investment…

Since Mark Z (who has to stop looking like Justin Timberlake when he was in nSync) has invited top agencies to participate in giving suggestions of how he could go about to do something of his inventory, my guess is that they have no clue. Time will tell. I’m on the edge of my seat, mostly since we’re working on a way to save them from themselves.