Archive for the ‘Marketing / Tech Interface’ Category

Top 10 (IT) Projects in ‘07

Tuesday, August 28th, 2007

Interesting to see what our friends in IT are working on this year:

I would not have guessed Business Analytics / Intelligence was the Number 3 priority.  Good thing for analysts, someone is going to have to make sense of all that data and provide concrete direction…which seems to be the part hanging people up these days, not the analysis.  I imagine this BI activity has a significant role in driving success for #1 - BPM.

Full article with spending estimates and more details at Innovations Magazine here.

 

Live Web Analytics Knowledge Events

Wednesday, July 18th, 2007

WAA BaseCamp and Gurus of Online Marketing Optimization Tour

I’ll be giving an all day workshop on Web Analytics for Site Optimization as part of the WAA BaseCamp series in Los Angeles on 7/23 and Chicago on 8/22.  More details, other courses and cities for this series are here.

The BaseCamps are built on the course material I produced with help from many others for the Web Analytics Association.  This effort resulted in the 100% online Award of Achievement in Web Analytics offered by the University of British Columbia.  The Award of Achievement is four courses with 96 hours of content, so you’re not going to get all of that content in a one day event.  You will get a great “flyover” of all the material in one of the courses in a day long BaseCamp Session – plus the fact it’s live and interactive with the Instructor and peers in the class.

The Gurus of Online Marketing Optimization Tour is also a very interactive presentation plus Q & A event put together in conjunction with the WAA BaseCamp courses.  I’ll be one of the Gurus on the panel in Los Angeles 7/24, Boston 8/21, and Chicago 8/23.  This should be a lot of fun and maybe even a bit of a wrestling match in some cases with fellow gurus Eisenberg, Peterson, Sterne, & Veesenmeyer

More info here, hope to see you there!

***** What Data Mining Can and Can’t Do

Monday, July 2nd, 2007

Timing, Counting, & Choice.  “Most real-world business problems are just some combination of those building blocks jammed together” – Peter Fader

Over at CIO Insight we have this very practical article on Data Mining by Fader.  What it’s good for, what it’s not good for.  If you have wondered how you might use this tool, especially if you are a Marketer, you should read this article. 

I say the article is practical because even though there are many ways to create mathematical models of customer data, if the end result is not something a Marketer can use to actually increase Marketing Productivity, then you really cannot do much with the output.  The models have to create leverage of some kind that can be used to take real world action.  In other words, a model can be “technically correct” but completely useless to a Marketer.

For example, just because you can identify a segment doesn’t mean it is practical or viable to address that segment with a unique marketing treatment.  And just because the segment has unique characteristics doesn’t mean those characteristics create any real marketing opportunity.

Key takeaways for Marketers from this article should be:

1.  Too much data tends to mess up a model.  This is especially true if you try jamming all kinds of demographic crap into a model that is trying to predict behavior.  If you want behavior as an output, use behavioral variables in your models.

2.  Data mining is a great classification tool; it is good at telling you why segments are different.  But in order for this to be useful, you need actionable segments to begin with.  For example, data mining can tell you the demographic differences between people likely to respond versus people not likely to respond – if there is a demographic difference.  But you have to know this “likely to respond” element first.  While we’re on this topic, the same idea holds true for surveys.  If you want the survey output to be actionable, get to known behavioral segments first, then do your surveys of each segment.

Often, people use technical tools for the wrong Marketing reasons.  I see this problem coming down the tracks in web analytics, people are getting so wrapped up in the minutia and the automation of testing they are missing out on the basic stuff.  Just like the data mining wave got people off track and into the bushes with “collecting all the data so we can mine it”.  But it doesn’t matter how much data you have, the tool does what it does and doesn’t do what it doesn’t do.

Check out the article What Data Mining Can and Can’t Do here.

Any thoughts from the Data Miners out there on this?

*** RockStar CMOs Out

Friday, May 4th, 2007

According to AdWeek, CMOs with agency backgrounds (code for Brand-ing folks?  As opposed to real Brand Managers) are being replaced by those with a broader career experience across several disciplines.  Folks at the top want CMOs that can actually drive change down into the operational organization and quantify the results of their work.  That’s what a Product or Brand Manager, in the original meaning of these phrases, would do.

Sounds like a good idea to me.  The source for all this press commentary is here.

Banners versus Search

Tuesday, April 17th, 2007

Alan quotes a Fred Wilson post on the “return of the banner” as a significant force due to Google’s DoubleClick purchase. 

I had pretty much the opposite reaction – this is a chance for Google to prove what banners are really worth and replace a lot of that banner inventory with more targeted avails, aka Adsense or some variant based on DoubleClick tracking data.

For example, I think the much touted “view-through” metric that really helped out the banner business is up for grabs here.  The unresolved problem (to my knowledge) with tracking view-through is the lack of cross-cookie tracking.

Let’s say you are in search mode, you search and arrive at a site that has banners.  Even though you really were scanning the text on the page and ignoring the banners, you are counted as being “exposed” to the banners.  You continue searching and land at the site the same banners are linked to, and complete an action.

The banners will get credit for the “view through” on this action, even though you were searching and / or clicking on PPC ads.  To make matters worse, you will probably also credit SEO or PPC for the conversion - so you’re double-counting.

If you are Google with DoubleClick, you can reconcile and sequence all this activity if Google is the search engine being used, and figure out what the real value of a banner is.  Branding value aside, of course..;)

Would you be surprised if the true value of a banner ad is a lot closer to an AdSense avail than an AdWords avail?  I wouldn’t be; in fact, I bet banners are worth less that AdSense avails – at least for generating conversions. 

I guess there will always be Branding folks who buy impressions and perceive value in them, without any further measurement.  You could measure the success of this tactic using Engagement with the Brand site - overall Engagement should rise, no banner click required.  Failing any improvement in Engagement, you could always say “the benefits all accrue offline” and be done with it.

Those interested in a more technical discussion of this view-through tracking issue, try here.

*** ROI of BPM

Monday, April 16th, 2007

An article in Optimize Magazine points to a study by TowerGroup that claims:

Customer retention and satisfaction, as well as better competitive advantage among financial-services firms, are directly linked to use of business-process management practices. 

There’s even a neat little graph under a section called The ROI of BPM that shows how the value of chasing a BPM project changes over time and eventually creates competitive value.

This is all pretty intuitive – the less you screw up the better your customer retention should be, right?

Anybody seen the TowerGroup report?  How many cases did they study?  Ron?  This seems right up your alley…

As if BI, BA, BPM, BAM and CPM Were not enough…

Monday, April 9th, 2007

If you’re wondering:

BI = Business Intelligence
BA = Business Analytics (this is really a distinct category?)
BPM = Business Performance or Process Management or Monitoring, 
          depending on who you talk to
BAM = Business Activity Monitoring or Management, depending on
          who you talk to
CPM = Corporate Performance Management

Now we can add these “disciplines” to the Deconstruction of Marketing:

MOM = Marketing Operations Management – apparently, the idea here is the “Creative” side of Marketing can continue to do what they do while the easy stuff - you know, things like execution and measurement – are taken care of by machines

MDM = Marketing Decision Making
MCM = Marketing Content Management
DAM = Digital Asset Management (apparently subset of  MOM)
MRM = Marketing Resource Management (cross between MOM
           and DAM? – Thanks, Ron)
EMM = Enterprise Marketing Management ( rollup of all? -
           Thanks Jacques)

Question: What is the value of this microsegmentation of Analytics and Marketing?  Is it simply to sell software, in which case it should be questioned immediately - wouldn’t we be better off if all this stuff was bolted together seamlessly?  Remember CRM without any Analytics, which is just absolutely nutty on the face of it?  Can you believe all these subdisciplines actually have their own Conferences?  No wonder the CFO thinks Marketing is nuts…

Please explain to me why this is happening and why it makes sense…

Anybody?

**** Bob Garfield’s Chaos Scenario 2.0

Monday, March 26th, 2007

Chief Branding Officers Take Note…

Most people who read this blog are probably not all that interested in mass media as a marketing vehicle.  But I think just about any Marketing person would benefit from reading this incredibly stark view of the future in the traditional agency / mass media complex in this article over at Ad Age.  Yikes!

I don’t doubt that the cost structure of the mass media complex will have to change, especially on the agency side.  I mean really, you have Google trying to facilitate the purchase of radio and print through a web interface, for crying out loud.  Agencies should really start to push deeper into the corporation and become business strategy consultants.  There are a ton of smart, creative people in the agencies.  Perhaps they could help out with this Deconstruction of Marketing thing.

But the mass media itself?  They will just have to figure out what their place is in the world, and adapt.  I suspect that means leaning more towards direct (drive people to web site or call center) and away from “branding” in the traditional sense.  This has already been happening among the smarter players.  Perhaps we need to lose a major network to “cable only” status in order to funnel more dollars to fewer avails and increase quality.  Just remember, radio was supposed to kill print, FM was supposed to kill AM, network TV was supposed to kill radio, and Cable was supposed to kill network TV.

Quote from article: When Chairman-CEO A.G. Lafley (Proctor & Gamble) says, “We need to reinvent the way we market to consumers,” he doesn’t mean, “We need to find a place to amass 30 million people at a time so we can tell them not to squeeze the Charmin.”

Rich, I tell ya.  Very well written and quite funny, at least sitting on this side of the equation… your thoughts?

CRM, Chief Customer Officers, and XXM of the Month

Sunday, March 25th, 2007

In response to my comments on the potential for Marketing to lose a seat at the strategic table, Curtis Bingham comments on the difference between a Chief Marketing Officer and a Chief Customer Officer.  It’s not that I am opposed to the idea of a CCO, I’m just wondering, why are they needed?  I asked the same question about CRM when it came on the scene.  I mean, to me, CRM is Marketing; what would Marketing do if CRM was in charge of the customer relationship?  So then Curtis puts forth this gem:

“In some companies I’ve worked with, the CMO is so myopically focused on outward — bound marketing and “pushing” information on the customers that it takes a CCO to bridge the gap between what marketing hopes customers want and the customer reality.”

And then it hits me.  That’s really what is happening from a macro organizational perspective; it answers the question of “why” people are Deconstructing Marketing.  Current CMO’s can’t do the job I used to know as “Marketing”.

As someone who came from the database marketing side, all my experience has been in industries rich with customer data, and in these industries, the CMO is the CCO, performing all those functions, because that is simply the nature of the business, it is all about the customer and always has been.  I think what we are seeing is as more companies get access to their customer data and want to act on it, the skill sets of the CMO’s in those companies are lacking relative to the financial opportunity presented by having the data.  This conflict results in functions like “CRM” and “CCO” being stripped out of what I know as Marketing and created as new functions to address the new opportunity that “outward focused” Marketers don’t have the skills to address.  Unless, of course, the CMO steps up to the challenge of a data-driven organization and grabs hold of it.  Otherwise, the CEO simply fills the gap with another position.  

And that squares with the idea database marketing folks would make great Chief Customer Officers – they have both the Marketing skills and the Customer-centric empathy, plus a knowledge of process optimization all in one package.

Another issue of course is one of scale.  Not that HSN was a huge company at 2 billion in sales or so, where I managed to handle all the “Customer Centric” functionality as well as the Marketing.  But compared to Sun Micro or Cisco, I suppose at some size a single function like Marketing simply cannot pay enough attention to everything that is going on so you have to break it up…or do you?  I suppose that depends on the kind of talent you have access to.

Either way, at some level, as companies become more data-driven and so customer-centric, the traditionally trained “outbound CMO’s” are going to have to get with the customer-side program or will lose a lot of their power.  They will have to, because the financial leverage in customer marketing / analytics / accountability is so huge it’s bound to dwarf anything an “outbound CMO” can come up with.

Plus, the pressure to improve process optimization / accountability is only going to get more powerful as our friends over in IT keep rolling out their favorite XXM (Xxxxx Xxxxx Management) flavor of the month.

This all begs a larger question for me: If the above is true, then is there a market for training “outwardly-focused” CMO’s in the art of customer-centricity?  Or are they simply going to “let go” and cede control to the CCO’s because Customer Marketing is just too hard?

A pithy question we can perhaps discuss at the Don, Ron?

** Customer satisfaction falls despite call center efforts

Wednesday, March 21st, 2007

SearchCRM (TechTarget) tells us in this article that satisfaction is falling because it is being measured more accurately.  Then they go on to say that most call centers use lousy, non-strategic metrics to measure performance.

I’m confused.  Perhaps call centers are being too nice to customers but can’t measure the negative effects?