Showing posts with label Online Advertising. Show all posts
Showing posts with label Online Advertising. Show all posts

Sunday, August 10, 2014

Ad Viewability Matters, But Let's Not Overreact

The issue of display impressions, both how they are measured after delivery (in terms of tracking effectiveness for marketers) and how they are measured at the point of delivery (in terms of accountability for publishers), is whether anyone actually sees them.  There are really two problems here, both of which the IAB (Internet Advertising Bureau) has tried to address recently, though it remains to be seen if they can have any effect.



The first issue, and one that has been well-publicized over the last year or so, is the prevalence of non-human traffic hitting website servers.  Depending on who you believe, this traffic, whether from deliberately fraudulent bot networks or innocent (though equally irrelevant) spiders and other web crawlers, makes up anywhere from 15% to 50% of server requests, the implement by which impressions are "served."

The second issue is that even if the site visit is from a real person, there has historically been little or no attempt made to determine if the user was ever able to see the ad itself.  For instance, if a page loads but the particular inventory that was purchased is below the fold, and the user then clicks a link in the header to leave the page, an ad impression would be recorded despite the fact that it never appeared on the screen.  The New York Times ran an article about this not long ago, which helped bring attention to a wider audience, but largely covered existing topics of discussion.

The IAB's attempt to define "viewable" impressions and instruct the marketplace to deal only in those impressions that fit the description (“must be in the viewable portion of an internet browser for a minimum of one continuous second to qualify as a viewable display impression”) is well-meaning, but unfortunately fraught with problems.  Basically, if those conditions either aren't met or can't be guaranteed, they recommend that publishers don't sell that inventory and that media buyers don't pay for it.  And it is here that we marketers run into a bit of a conundrum.

As digital marketers, one of our big selling points for years, in terms of justifying budgets, was the fact that digital is just so much more measurable than traditional advertising channels, which in turn meant that we were comfortable being more accountable.  Over time, it became clear that display ROI wasn't quite so cut-and-dry as search and other direct response marketing, but we were quick to assure those who control the purse strings that it was ok, because we could still measure the impact.  Using a variety of modeling techniques and brand lift studies, we claimed that we could show the benefit of display advertising on other channels, whether it was increasing searches on our brand terms or improving conversion rates on page for those exposed to a display ad.

So now that we find ourselves balking at the fact that we may, in fact, have been paying for bogus traffic all along, we are in something of a bind.  Some marketers are suggesting that we should simply not purchase inventory from those publishers and networks that can't promise "viewable" impressions now, but I don't see that as feasible.  For one thing, a lot of people selling inventory, especially targeting niche audiences, simply don't have the technology built into their ad serving to track and guarantee such things.  More importantly, however, the idea of cutting off a channel for this reason has a real logical flaw to it.

Here's the deal, the product (display impressions) hasn't changed significantly, we are simply more aware of shortcomings than we were before.  So, if we are going to suddenly tell those to whom we marketers are accountable (boss or client) that we should no longer be buying certain inventory that we used to be, we are forced to acknowledge one of two things:

1.) The product has always not been worth what we have been paying for it, and thus all of our past attempts to demonstrate its value through various methods have been either inept (bad), or deliberately deceitful (very bad).

or

2.) The product always has always been worth purchasing for all of the reasons that we said it was, and still is, but we are recommending shutting off that valuable channel for what essentially amounts to moral reasons.

Since the whole point of most measurements for display had to do with the results, not the delivery itself, what we should be able to say is something like the following:

"Even with what we now know to be only 65% viewable delivery of purchased impressions, we have still been able to achieve [X, Y, and Z beneficial results] on our display campaigns.  While we will continue to work with our publishers and providers and encourage them to improve their delivery methods, recent industry findings have done nothing to change the core value returned by past campaigns, nor do they suggest any reduction in returns on future campaigns, even if circumstances remain the same.  As such, we do not recommend any change in current investment in this channel."

Some marketers seem to be tempted to cut off their noses to spite their own faces, but this is a wrong-headed approach.  There is a solution here, and it is a market solution.  In the same way that demographic information and services like comScore have allowed inventory sellers to specify their audience and separate into tiers that are reflected in pricing, so too will these provably "viewable" impressions command a premium.  This new information may give media buyers a little more leverage over pricing with some publishers/networks, but it doesn't give us the ability, or need, to re-write the history of our past results.  Think about it this way: if display has been as effective as it seems despite so many served impressions never being seen, there is basically nowhere to go but up.

I for one, however, will certainly be looking for a lower CPM next month from those providers who can't make the '50 %on screen for one continuous second' guarantee.

Thursday, February 2, 2012

Income Inequality is the New Market Inefficiency (aka "Marketing Moneyball")

I think that there is a good chance that the new market inefficiency is income inequality. 
                There is no question that the distribution of wealth, as well as income in this country has grown more uneven over the last couple of decades.  Whether or not you care about this or find it “bad” is irrelevant to this discussion and a topic I am not going to touch, but the fact that the gap is widening is not a debate, it’s a matter of public record (the government is good at keeping track of other people’s money).  All I care about here is what the effect is on brands and advertisers.
Here is a table of income distribution in the US over the last 30 years:

Top 1%
Next 19%
Bottom 80%
1982
12.80%
39.10%
48.10%
1988
16.60%
38.90%
44.50%
1991
15.70%
40.70%
43.70%
1994
14.40%
40.80%
44.90%
1997
16.60%
39.60%
43.80%
2000
20.00%
38.70%
41.40%
2003
17.00%
40.80%
42.20%
2006
21.30%
40.10%
38.60%


                What we are seeing is that the bottom 80% of the country has seen their share of income decrease by 20% over a period when the US as a whole saw strong economic growth as well as a population increase.  The amount of purchasing power lost when over 200 million people see their relative income decline is staggering.

Before you say that it is misleading because it is relative to the total growth in wealth, the answer is that it’s not.  Professor G. William Domhoff of UC Santa Cruz pointed out that from 1983 – 2004:

“Of all the new financial wealth created by the American economy in that 21-year-period, fully 42% of it went to the top 1%. A whopping 94% went to the top 20%, which of course means that the bottom 80% received only 6% of all the new financial wealth generated in the United States during the '80s, '90s, and early 2000s (Wolff, 2007).”
How does this all tie back to brands?  I mean, there is more money in the country, so does it matter who is spending it?  Well, that depends on your brand.
BMW is going to be just fine.  The number of people who had the buying power to get a luxury car remains the same as before, even in a down economy.  If you are a brand that relies on a broad consumer base from the upper-middle class and down however, there is a good chance that this is a paradigm shift, rather than just a short-term cycle.
Brand managers are not economists, so it is understandable that a lot of them would look at poor sales data over the last few years and think, “Well, the economy is down, so everyone hurts, but we will come back with the recovery.”  There are several problems with this though, and the biggest being that despite what the man on the street might think, there has been positive, though slow, growth for the last several quarters.  Like our hypothetical brand manager though, this assumes that the growth is evenly distributed, but the reality is that it is focused on several sectors. 
The recent market troubles provided a volatility that muddied the economic waters to a degree, obscuring long-term trends by drawing focus to the post-2008 environment, focused on housing and finance.  The problem is that overall GDP growth and wealth creation is no longer increasing the buying power of the widest part of the consumer base in this country, and brands need to recognize this.
Think about it this way:  You make Tide, or Gain, or some other name brand laundry detergent.  Total amount of money in the system is increasing, but primarily flowing towards a small number of people who already hold a disproportionate amount.  The vast majority of your consumers have actually seen their real buying power (based on income levels pegged to an inflation index) decrease, so they move to cheaper store brands, or buy your product only when there is a coupon/discount offer.
For your brand to just break even, the top 20% of earners in America would have to suddenly start consuming more of the same product, without adding any new consumers.  So the well-to-do family, which has gone through 1 bottle of Tide per week forever, suddenly has to start using 3 of them per week.  Rich babies will need to start dirtying their diapers at a much higher rate inexplicably.  This isn’t going to happen.
We have seen an explosion in interest in savings, discounts, and couponing.  There are huge blogs dealing with the subject, and even multiple television shows.  Cable subscriber rates fall along with telephone landlines, lagging by ten years.  The important thing is realizing that this behavior is not symptomatic of short-term economic slowdown, but long-term trends that started well before the banking crisis.
Growth will slowly increase over the next 6-12 quarters, and unemployment will slowly drop, but probably not to pre-2008 levels any time soon.  Meanwhile, population continues to increase, almost entirely in the bottom 80% of the income scale, which still possesses the lion’s share of purchasing power in this country.  For a lot of brands, krazycouponlady.com is more relevant to their consumers than BMW, and they need to embrace that.  When the economy comes back, they can’t be surprised that their sales never fully returned, and that their profit margins actually shrank.
The flipside of this is that there is a huge opportunity for brands that recognize the shift and respond to it first.  If General Mills stubbornly tries to stay the same, and cover their cereal boxes with QR codes that drive to an altered-reality experience (which is not cheap), while Kellogg suddenly cuts overhead and production costs, accepts a slimmer margin but positions themselves as the middle ground between store brands and premium brands, they will reap the benefits. 
The majority of buying power as a market group has shifted down a step, roughly 20%, compared to the post-WWII era which saw the growth of the middle class and a large industrial/manufacturing sector when many marketing practices and brand identities were established.  We have entered a new reality, and the brands that accept this first will have a vital head-start in dominating the “new middle-class.”  Advantage is gained by exploiting market inefficiency, and failure to differentiate between overall economic market conditions versus buying power demographic shifts is that inefficiency.

Monday, January 30, 2012

Is Marketing Really "Data-Driven?" Pt. 1

               No matter what you call it, the clear trend in marketing today is towards a model that depends on consumer data collected digitally to inform both online and offline media strategy.  Terms like “data-driven” and “fast-moving data” are bandied about, conjuring up an image of an agile, precise campaign that links brands to individuals, rather than demographics.  Marketers know that the shift from art to science is already in progress, and I should say that I wholeheartedly agree with this approach.
                The problem is that there is a danger in a job only half done, and at times I fear that we as an industry talk about “data-driven marketing” like experts, but that there is no rigor to the approach.  Additionally, using digital data to inform traditional media, both in terms of planning and creative, when the same statistical approach isn’t applied to those channels, will return misleading results.  No matter how cleverly you apply your digital learnings to traditional performance, if the metrics by which we measure TV are inaccurate, or not properly tied to business goals, then we risk just painting a picture that is different but no more insightful.
                To truly claim a data-driven approach, you need to collect data at every step of the marketing process systematically, and analyze it methodically, adhering to sound statistical procedure.  Just as importantly, you need to know what data to gather, and how it helps you to achieve your goal.
                Let’s start looking at an example of how this can affect measurement at every level of a campaign.  Starting with the broadest, what is the goal of marketing?  To increase the sales/services provided of the client.  How is that measured?  Brand loyalty?  Market share?  Sales in dollars?  Profit?  Units sold?  The first thing that an advertising agency has to do (ideally) is identify what the client goals are, and frankly, the media agency should be the one that determines the goal, as it is part of the marketing process.
                Why is that?  Let’s look at the list of client goals that I mentioned above, all of which at first blush appear to be totally normal, reasonable ways to judge a marketing agency, but all of which have some issues from a statistical and/or business standpoint.
Brand Loyalty: This is probably the worst measure for a number of reasons, over and above the fact that it is a vague concept.  Anything that is survey or panel based can be looked at, but the methodology and sampling issues make it less scientific. 
Market Share:  Better than brand loyalty, but because the information has to come from a number of outside sources makes the gathering of this data ponderous, and more importantly there is a long time lag for reporting.
Sales (dollars): On its own this number is somewhat useful because it is an absolute 1-to-1 value, but it really should be adjusted to account for the market environment of the client’s particular category, rather than taken raw.
Profit: Terrible.  I don’t think that anyone would actually measure a company’s marketing success based on profits, but it is something that clients think about and a useful illustration about what stats you don’t want.  Too many uncontrolled variables go into profit and revenue numbers.  If a company sells more product but the cost of raw materials increases as well, it shouldn’t be factored into any measure of advertising.
Sales (Units): This is probably the best way to measure overall advertising success over a long period of time, once again normalizing the number to the broader market conditions.  By using sales in units you remove some of the variables around pricing and competitive environment (aside from the ones that can adjusted for).
The key to any good statistical measure of success or ability is removing as many uncontrolled variables as possible, and not crediting/blaming advertising for things it can’t control.
Since I often use baseball as examples for statistics and how to use them, the perfect analogue here is using ‘wins’ to judge a pitcher.  Conventionally, people looked at wins to determine how good a pitcher is, but that number is quickly falling out of favor, because it has very little statistical relevance to how well a pitcher performs.  Think about it, if a pitcher gives up 5 runs but his team scores 8, he gets a win.  If another pitcher gives up 2 runs but his team is shut out, he gets a loss.  Who did a better job?
The lesson is not that we shouldn’t measure things and use the data as much as possible, but that not all stats are created equal, and that we need to make sure that what we are collecting is telling us what we think it is.  Right now I would say that marketing is getting good at amassing data, but still extremely infantile in terms of manipulating it properly.  We are still at the stage of evaluating pitchers based on wins, as it were.
Some of this is also based on assumptions, and how many of them are based on traditionally held marketing beliefs that we take for granted, despite never seeing empirical evidence for them.  Every marketer should be a gadfly.  Poke holes in theories or justifications that don't make sense.  If you see a test that doesn't account for uncontrolled variables in the results, point it out.  If a conversation is centered around an idea that everyone accepts but no one has proved, ask why.  
Next up, it might be worth looking at TV, and the relationship between digital/social and offline, in order to challenge some of the preconceived notions.

Thursday, November 10, 2011

Crowd-source This Contest! Update 2

So far, we have 3 comments/entries.  Here are some highlights:

1.) Geotargeting (but to where?)
2.) 3 pieces of creative per ad group
3.) Small kw list divided into ad groups of no more than 3-10 kws
4.) Exact match only
5.) Lower max bids as history creates CTR/quality score
6.) Bid to position 4
7.) Social integration
8.) Viral "real world" marketing
9.) Writing on $100 bill with a sharpie (this might be illegal)
10.) Gravy trains.

This is all good stuff, but we are still 7 entries away from anyone winning anything.  Do you disagree with these people?  Wouldn't you do it differently because you are smarter than them? 

Prove it.  Leave a comment with how you would advertise this blog with just $100 worth of AdWords and a ton of moxie, and you could win the Amazon gift certificate or whatever you people vote for.

Oh yeah, vote in the poll for what the prize should be.  As mentioned in the original contest post, value will increase with the number of entries.

Wednesday, November 9, 2011

Google is Shaking Things Up (Again)

What's missing in this picture? (Hint: paid ads on the right side)

The big news for advertisers to come from Google lately (and yes, I am ignoring the organic algorithm change for right now) is that they are changing where paid ads are going to appear on the search results page.  For all of the claims that Google is a power-hungry, money grubbing monster, I have to say that as an advertiser, I don’t generally see that being the case.  In fact, I am normally frustrated by things they do in order to improve the user experience because they run contrary to what I would like as a marketer.  This latest decision, to move paid ads from the right-hand rail to the bottom of the page is no different.
The first issue that we have to consider is user behavior.  Thanks to eye-mapping technology (they plop users down in a chair, tell them to navigate the search page, and have a camera mounted on top of the monitor to track their eye movement as they look around the page; not clear if they hold the lids open Clockwork Orange-style), studies have been done telling us how people actually view the SERP (search engine results page).  Combined with click data on the various links, we have a pretty good idea of how users see and interact with the search engine results, and as Google has changed the layout and result types that show up, user behavior has changed as well:
Basically, what we have seen in the past is that most people tend to view the page top-to-bottom, and only occasionally do their eyes wander over to the margin, unless it is a relevant part of the answer to their query (like a map or a video).  Thus, Google feels that putting those paid ads that don’t make it into the prime top-of-page slots will actually be better served at the end of the organic results, due to the natural progression of users through the listings.
I know that for organic results there is some basis for this, as listings in positions 9-10 often actually have a better click through rate than those in positions 7-8.  The idea is that we tend to gloss over the middle results, paying the most attention at the beginning, and then at the end when we are forced to decide to either click on something on the first page, or make the (increasingly rare) decision to see if page 2 of the results will have something more to our liking.
Google thinks that CTR will increase at the bottom of the page compared to the right rail, but we will see.
The other issue is a purely mathematical one for advertisers.  Where you once had 6-8 paid search results on a page, it will not be uncommon to only have 4 results, which is what I tend to see now when I get these search result layouts.  Two on top, two on bottom.  Now, if there are fewer first-page ads available, then simple supply & demand tells us that competition, and thus cost per click, is going to go up. 
Google is not saying that 2nd page ads are going to see improved performance, so this is strictly a cut in inventory.  Everyone wants to be on the first page, so get ready to see your CPCs go up (and presumably CPA as well, all other things being equal). 
Now, I have already heard the argument that this is Google’s way to make more money from ad revenue.  Higher CPC = more fees for Google, right?  Probably not.  Think about it how much CPCs would have to increase in order for them to make up for the revenue lost by having their total first page ad inventory drop by as much as 50%.  If anything, Google is most likely costing themselves money, because people who find that their bids have moved their ads to the second page are just as likely to pause the keywords as they are to increase the amount they will pay for them.
I don’t love this change as an advertiser, but it is once again going to be hard to argue that it isn’t better for the user.

Friday, November 4, 2011

Yahoo! & Their Social Media Integration

Yahoo has recognized that their value offering to the marketplace isn’t search, and it that this has essentially been true for a while now.  Since last fall, Microsoft has been serving Yahoo users Bing results, and Bing has been eating into their share of the search space as well.  Therefore, the decision makers have wisely chosen to focus on their core competency, which is being one of the most visited content hubs on the web.
They recognize that they can’t remain static though, and that social and sharing is the future of the digital space, especially for marketers.  Plain old banner ads will always have their place, but they just aren’t targeted or engaging enough on their own, and they lack the sexiness of more recent ad units to hit the market.  Thus, Yahoo decided that they would team up with Facebook, and create what is actually a pretty interesting experience platform that attempts to blend paid and earned media more seamlessly than any other.
Essentially, by linking your Yahoo login to your Facebook page, what you get is a carousel/toolbar that consists of your friends faces when you are anywhere in Yahoo’s properties.  If you hover over any of those pictures, it will show you what that friend has been reading/sharing (within Yahoo).  It also has a feature that will show you any comments that your friends have made regarding a piece of content, which allows you to essentially combine your content consumption with social dialogue, and will push your comments out to appear on your Facebook page as well.
The advertising part of this comes in the form of new ad units that they are creating.  Essentially these “road block” or “pause sign” ads will be branded banners set at the bottom of an article, which contain a question, or quiz, or other interactive feature based not directly on the products/services of the advertising company, but on the content that the user is looking at, in the form of a “sentiment slider” that the user can move along a continuum to express their level of agreement with a particular statement.  The example shown to us was in a travel article, and the unit asked the reader to choose which option was his/her dream vacation: skiing in Tahoe, laying on a beach in Hawaii, or hiking in [some good hiking place].
The ad featured a small JetBlue logo, but upon clicking a choice the user was given the option of sharing their choice in Facebook, which would link to the poll unit and tell all their friends that they like skiing, or hiking, or what have you.  This would then lead other users back to the content, which is theoretically relevant to them, and another small JetBlue sponsored item in the sidebar, as well as a traditional JetBlue ad at the bottom.  All very cleverly integrated so that the user can interact with the content and their social network without ever feeling like they are having a product pushed at them.
The product seems decent, and the integration itself feels like a well-built technology, in terms of user experience.  The automatic nature of the passive sharing part of this collaboration, the part that automatically tells your friends what you are reading on Yahoo, will probably be very popular, though I will be curious to see how many conversations occur in this space.  As an advertiser though, I have a few issues with the new unit.
First of all, and this is probably just my bias as a search marketer, I don’t really think that it should be a CPM (cost per million impressions) buy.  It is contextually targeted, though only at the vertical level, rather than keyword (this also feels like a missed opportunity for relevance), and Yahoo simply chooses a bundle of articles for the ad to run in.  Given that the entire pitch and idea is built around interaction however, between the brand and the user, the user and the content, the user and their social network, etc., it really feels like this media should be bought on a pricing system that is also based around interaction.  When I brought this up to Patrick Albano, who is Yahoo’s VP of social, mobile, and innovation, he said that that was something they might consider in the future.  I am not holding my breath.
The other thing is that the whole point of not having a regular ad unit that contains product/brand messaging to drive the user to the company’s online assets (either website or social platform), is that this unit is not really supposed to feel like advertising, it is supposed to feel like part of the content.  If that’s the case, and since they themselves used the “pause sign” terminology, I think that interaction rates would be much higher if they moved it to the fold, and plopped it right in the middle of the article, to actually make it feel like part of the content.  If you put something all the way at the bottom of the page, a lot of people aren’t going to take it in or associate it with their consumption.  When I made this suggestion, they were much more receptive and indicated that it could actually be something they change after it has been in the market for a bit, maybe Q2 next year.
The last issue, and this is often a problem with advertising in the social space right now, is measurement.  They seem a little unclear on success metrics, or even anything beyond clicks, but their idea is to build a brand favorability/purchase intent study into the cost of a buy.  Given that it will have to be survey-based, that seems like a rather ham-handed way of tacking “value” onto the offering in order to help justify selling in the cost to clients.  It’s a very non-scientific, ethereal thing to try and measure when onsite interaction seems like the obvious way to go. 
Overall, it’s an interesting new experience for users and advertisers, but it is a product that I will be happy to wait for, and just sit on the sidelines for the initial phase, instead of rushing to get in line for this. 

Tuesday, October 18, 2011

Google+ : What's Their Angle?

With Google+ finally rolled out to the general public and membership reaching 40 million users, the question becomes not whether it will be successful, but has it already peaked?  We know that brand profiles will be available soon, but beyond that what offerings are on the horizon to make this social network a daily destination, rather than a set-and-forget option in your Gmail account settings?  What is Google really after here?
Their search engine, the bread and butter of the Google empire, still holds around 60% of the market share, with the rest carved up between Yahoo and Bing, and to a lesser degree Ask.com and AOL.  You have to figure that if Google could get their social service to take a similar 30% bite out of Facebook, they would be absolutely thrilled.  Are they likely to do that though?  How many people do you know who have signed up for Google+ and stopped using Facebook?  Right now it seems more like a curiosity than a platform that people are going to move over to full time.
Normally to make a new market entrance like this really successful you want to have some integration in order to take the burden off of the user.  As of now, one of the main complaints that you will hear about Google+ isn’t that the features aren’t attractive, but simply that the initial set-up is work, and more importantly, work that the users have already done on Facebook.  Inertia is a powerful force, and people don’t like having to do the same thing twice.  If you could import your friend list, copy all of your “likes” as ”+1s,” and port your privacy settings over, it might be more attractive, but there is no way that this unholy marriage will ever be consummated.
Which brings us back to the question of, “what is Google’s” long-term strategy here?”  Are they simply looking to get users to spend time on another of their properties so that they will have space for a few display ads? 
In marketing, Facebook ads are certainly something that people are paying for, though the results have been mixed and there is still relatively little information provided in terms of on-site metrics.  Measuring the success of a FB buy is difficult, and the question of whether to direct users to a brand site versus a profile page remains unanswered, depending on the goal of the campaign and whether one platform or the other holds some sort of unique user experience like a contest or a promotional giveaway.  The advantage to Facebook ads is almost entirely in the demographic targeting that is available, which makes sense given how much personal information people include in their profiles.
Still, to make that attractive as a marketing feature, you need a certain critical mass both in terms of the number of users (since for any given company/product you are only targeting a narrow slice of the consumers), as well as the time that they spend on the network per day (since they won’t see many ads if they just log in and log out).  Google+ has nowhere near that volume yet, and won’t soon, as they are still below 10% of the membership that Facebook has.
The “hangout” real-time meeting function offers a bit more interest and utility, and is certainly an offer that is distinct from anything that Facebook does, but it is a very limited engagement option, and it isn’t a hub that people will spend hours logged into every day.  As a multimedia tool it is appealing, but not necessarily a draw to the casual social networking user.
Really, you have to figure that for Google the goal here is just to be able to collect more user data, and be able to connect it to the vast archive of data that they have already.  Imagine if you could marry the personal information that users put in their Facebook profile, to the detailed search logs that are created when those users look things up in Google.  The dossier that Google will be able to produce on 50-100 million users will be so detailed and in-depth that the retargeting (and regular targeting) options will be incredible.  Having not only demographic information to target your consumers with, but also an explicit search history will allow an even greater level of ad relevance than Facebook can offer now (which is why people wonder why they haven’t gotten into the search game yet).
Taking this one step further though, I wonder if what we are seeing won’t lead back to Google TV.  Remember that idea?  When your television was going to become your main point of contact with the internet as well?  I wonder if they are not setting themselves up for an incredible targeted TV buy application in the future. 
Think about it:  The real problem with television advertising has always been a lack of targeting capability.  You can show during certain times or on certain networks when you think your targeting audience will be watching, but other than that you are just blasting your message out into the world and hoping you hit something.  It is the shotgun approach to marketing, and not very efficient.
But imagine if your consumers have Google TV.  They are logged into their profile to see if they have any messages from friends (or maybe they just finished a “hangout” using the built in webcam, or a partnership with Microsoft and their Kinect hardware), then that runs in the background while they watch television. 
Suddenly, Mountain Dew wants to buy an ad, and Google can say to them, “we will show your TV spot only to males, aged 14-32, who have listed an interest in mountain biking, extreme sports, computer games, programming, soda, rock music, Doritos, or whatever else, based on their Google+ profiles.  You pay based on the available impressions that we can give you at whatever time, so if it is 8 pm. on a Thursday and there are 2.4 million people who fit the criteria that you set up, we will deliver you TV spot to all of them, and only them, for $XXXX.”
Think of the revolution in advertising that could take place if Google can just get people to be logged into the device that they watch TV on.  Suddenly, most of the inefficiency of TV buys disappears, and Google has a massive back-door entrance to a marketplace that they have only recently established a toe-hold in.  How this would need to be structured with the networks is another thing, but as more and more media is consumed on YouTube, Netflix, and Hulu even that problem becomes more manageable.
Google doesn’t have to fight Facebook, they just have to play in the space long enough to gather the user data that they need.  How does this not make sense?  If it isn’t Google’s plan, it should be.  More specific targeting is the trend in the advertising world, and this is a way to bring search-level relevance to the massive budget world of TV, with Google in prime position to lead the charge, if they can only put all of the pieces together.
This may only be a wild theory today, but check back in a few years.  I will take wagers.

Monday, October 3, 2011

Is Data a Big Deal in Advertising?

How does this still qualify as a question when it has been answered?  Enough to warrant a "big prediction" and a panel discussion?  Apparently, Omnicom thinks so.

The idea that it is going out on a limb to say that "everyone in the advertising industry will be 'partly a data scientist.'" is frustrating because it should be that way already, and should have been for years.

Obviously, I did most of my ranting on this a few posts back, but seeing it in print just gets my hackles up all over again.  When I got into this business, it was basically because I spent a lot of free time on sabermetrics and baseball, and I wanted to work in a field where data analytics was the job.  I honestly assumed that every SEM account team would have a dedicated stats person, rather than 2-3 analytics people for an entire office, if you are lucky. 

On one hand, I should be glad, because every single advertising person who hasn't completely embraced the statistical analysis side of the industry is making me look better in comparison.  As a search person, you would think that it would be a huge advantage over traditional media and thus cause money and favor to flow to my part of the business. 

The reality is though, while it seems like a no-brainer to some, the very fact that there is an article like this means that the boat is being missed as we speak.  If you saw a newspaper article in 1943 headlined "FDR Concerned that Hitler Might Cause Some Trouble," wouldn't you worry about what the heck FDR had been up to since 1936?

Is it worse to be stating the obvious, or stating the obvious years after it should have been obvious?

On the other hand, apparently we have a bright future to look forward to, with numbers and stuff.

Friday, September 30, 2011

Beware Broad Match + Dynamic Keyword Insertion

We all know by now that dynamic keyword insertion can be a great tool.  Users are often more likely to click on an ad if it contains the wording that they used in their query, because it suggests a high level of relevance (of course, that relevance only goes as deep as the ad headline, not to the landing page). Recently however, I got a reminder that the technology on its own can lead to some unintended consequences if not carefully monitored.

Shortly after a client released a new promotional offer which we supported in paid search, an ad from a competitor appeared offering the same product.  Of course, this led to all kids of fears about corporate sabotage and bid wars, especially once we discovered that the competitor has no such product on the site anywhere.

To make a long story short, the query was for "category term + offer item" and the competitor was bidding on "cetegory term" on broad match with dynamic keyword insertion, leading to an ad headline that made it look like an ad for a specific promotional product(this is hard when I can't give any actual information out). 

The result is that right now that competitor is providing a terrible user experience, driving users to their site who will be frustrated by what essentially amounts to false advertising/bait and switch tactics.  Even worse, they are paying money to create a bunch of irritated consumers.  Worst of all, they apparently haven't realised that they are doing it, and it has been two weeks.

Example:  You have a company that makes gun racks.  You come up with a boss new gun rack for mounting in that little back window of a pick up truck, so you run on the keyword "pick-up gun rack" with an ad that talks about your product, and leads to your website.  Perfect.

Meanwhile, Chevrolet is bidding on the keyword "pick-up" on broad match, and using dynamic keyword insertion without any negatives.  So when someone types "pick-up gun rack" into Google, they see an ad like:

Pick-Up Gun Rack
Find Out About Big Savings on the 2012 Chevy Silverado Today!
www.Chevrolet.com/Silverado

Users will see this, go to the website, and then realize that they have been duped!  Chevy didn't start making gun racks, they just forgot to have negative keywords around their broad category terms.  They aren't tricking users on purpose, they just didn't consider the risk of dynamic keyword insertion.

As paid search marketers, we need to consider all possible outcomes when using any automated technology like dynamic keyword insertion.  It's easy to become complacent on matters like this, but it highlights how often we need to pull search query reports to scan for trending keywords that we need to add negatives around.  I can say for sure that at least one company hasn't done it in a couple of weeks for a brand, and that it is costing them money and goodwill.

I will be more careful in the future