Data And Forecasts

Report: iPad Highest Rated Consumer Product -- Ever

Apple led all other PC makers in the American Consumer Satisfaction Index's (ACSI's) latest round of satisfaction numbers for consumer electronics. The ACSI conducts surveys across a range of products and industries and compiles scores on "more than 225 companies in 45 industries."

The iPad reportedly pulled up Apple's overall numbers and was its highest scoring product. Indeed, the iPad emerged as "the highest-scoring product ACSI has tracked." Overall Apple lead others in the category by 9 points, it's greatest margin to date.

Here's the commentary provided by ACSI on the data:

Apple continues its dominance, leading the PC category by a wide margin for the seventh straight year. Customer satisfaction with Apple’s computer products, including the iPad, rose 2% to an ACSI of 86—the highest score ever for Apple. The company now has a 9-point lead over its nearest competitor. No other company in the ACSI has as formidable a lead within its own industry. Innovation and product diversification, along with strong customer service, have long been at the center of Apple’s success.

 Screen shot 2010-09-21 at 2.15.52 PM

They'll be making some PR hay out of that. As I've been previously told by ACSI spokespeople these numbers are predictive of future sales. We'll see when the Galaxy Tab and other tablets show up whether they're as favorably received.  

Five Billion Mobile Phones, What Does It Mean?

According to iSuppli the world "crossed the 5 billion [mobile subscriber] threshold in September." According to the World Bank there are 6.7 billion people on the planet. Simple math suggests that almost 75% of the world's population has a mobile phone? 

I find that difficult to accept. But this new datapoint will surely make it into a lot of slide presentations: roughly 1 billion (or so) PCs compared with 5 billion mobile devices.

Mobile Device Subscriptions

Source: iSuppli

In the US, somewhere between 30% and 40% of mobile subscribers access the Internet on their handsets; smartphone figures are much higher (per Opus/Nielsen): 

  • 90%+ of iPhone users access the mobile Internet
  • 62% of smartphone users on mobile Internet weekly
  • Majority of smartphone users (53%) report using mobile Internet “at least once a day”

Most of the 5 billion mobile devices are non-smartphones but in many developing countries mobile is already the primary "computing" or Internet platform regardless. Even in developed countries with a PC infrastructure people will increasingly turn to mobile devices (smartphones, tablets) as primary Internet access points in the next several years.

It's worth citing this Morgan Stanley projection again: 

Screen shot 2010-09-17 at 4.12.23 PM

We're moving very quickly into the post-PC era. That doesn't mean that people won't be using PCs and laptops it just means that they will be competing with smartphones, tablets (of various sizes) and a range of other connected devices for our attention and allegiance.

The implications for marketers are pretty clear and relatively immediate: figure out this mobile thing and how it fits into the larger marketing mix or risk not reaching important customer segments (especially younger users) -- at the potential moment of greatest interest and willingness to buy. 

Report from comScore Confirms Android, Mobile Internet Growth in US

Basically echoing what several others have already exposed (Gartner, IDC, Piper Jaffray), comScore reported that Android handsets gained 5 marketshare points while other platforms we flat or lost share, though gained users in absolute terms:

53.4 million people in the U.S. owned smartphones during the three months ending in July, up 11 percent from the corresponding April period. RIM was the leading mobile smartphone platform in the U.S. with 39.3 percent share of U.S. smartphone subscribers, followed by Apple with 23.8 percent share. Google saw significant growth during the period, rising 5.0 percentage points to capture 17.0 percent of smartphone subscribers. Microsoft accounted for 11.8 percent of Smartphone subscribers, while Palm rounded out the top five with 4.9 percent. Despite losing share to Google Android, most smartphone platforms continue to gain subscribers as the smartphone market overall continues to grow.

Picture 5

According to comScore's math, 22% of US mobile subscribers own smartphones. Nielsen estimates the number at 25%.

The data also assert that about 34% of mobile users accessed the mobile Internet via a browser, while 31% used apps. This suggests roughly 80 million mobile Internet users according to comScore's numbers. However if we use CTIA figures (for mobile subscribers) and comScore percentages then we're looking at about 97 million mobile Internet users today. The truth is somewhere in-between. 

Picture 6

Pew just reported that 29% of mobile users have downloaded an app, while 38% have accessed the Internet on their phones.

Apps Users Younger, More Educated, Affluent (and Sexier) Than Others

I'm kidding about the "sexier" part but Pew found that app users were generally younger, better educated and more affluent than general cell-hone users. Here are some of the datapoints and survey findings coming out of a recent survey of almost 2,000 mobile phone users from the Pew Internet & American Life Project:

  • 82% of adults today are cell phone users
  • 43% (of the 82%) have software applications or “apps” on their phones. 
  • 29% of adult mobile users have downloaded an app
  • 38% of mobile users have purchased a phone with preloaded apps
  • Of those who have apps on their phones, only about two-thirds of this group (68%) actually use them

Pew found that usage of apps was way down the hierarchy of functions that mobile subscribers perform on their phones:

Apps use ranks low on a list of non-voice cell phone activities

Pew also includes some of the recent Nielsen apps data in its report. The problem with the Pew data is that they're not segmented (at least as presented) by handset type and operating system, which the Nielsen data are.

The data would show much higher numbers if we looked only at the smartphone population, which is now roughly 25% of all mobile users. Indeed the profile of "apps users" is generally consistent with smartphone users, which also tend to be more affluent and better educated than the overall mobile population.  

Report: Android Owners, Younger Users Most Responsive to Mobile Ads

At the Appnation show in San Francisco yesterday Nielsen presented data from a survey of 4,000 US mobile users conducted in August. The focus of the survey was about apps, popularity and associated user behavior. But there were a number of advertising-related questions included. I've included the four ad-related data slides below. 

Here are some high-level takeaways:

  • In app ad-response rates on mobile ads are highest for Android users but across the board much higher than on the PC
  • Younger users are more responsive and receptive to mobile ads than older users
  • Most people would prefer ads not to take them outside of the app being used
  • After ads are seen in mobile there are a range of actions taken, the most common being going to a search engine for more information

Clicked on an ad within an app

Picture 10

Reaction to mobile ads by age group

Picture 9

Preference for ads within apps or outside of apps

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Actions taken when viewing mobile ads

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What's interesting about the data immediately above is that it shows mobile helping to generate awareness (like TV or other traditional media) and then driving additional research (online, search). There's plenty of direct response activity in there too. But the largest response, "used a search engine to find out more information," is consistent with what users do online after being "stimulated" by an ad (newspaper, TV, onlne) or product/service mention elsewhere.

The data also indicate that there's a potentially important connection between search and display in mobile. However it's not clear whether "search engine" here refers to any search engine (PC or mobile) or just on the PC. If it's PC-based then marketers will need to coordinate mobile display campaigns with online paid search. 

Weather, Maps Follow Only Games in Apps Race

Last week Nielsen released data based on a recent survey of 4,000 mobile users (geography uncertain) who had downloaded an app within the past 30 days. The survey found that iPhone owners had "an average of 40 on their phones . . . while Android owners report having 25 apps on their phones . . . and BlackBerry owners report having 14." 

Nielsen also reported that "Facebook is the most popular individual app on all of the major operating systems." In terms of categories, games leads followed by weather (strangely) and maps/search.

Here I assume that "search" refers to map-based search or local search given the way the Nielsen has grouped them together -- although it could just refer to general search.

How Receptive Are Mobile Users to Ads -- Really?

The question of user attitudes toward mobile advertising is widely discussed. There's lots of survey data showing that most mobile users don't like or want ads. Alternatively there's some data (including ours) that show when there's a clear exchange of value (saving money) that receptiveness goes up.

I've long discussed the differences between user survey responses and user behaviors in context. If mobile ads were so widely reviled why would they perform better (per Dynamic Logic and Insight Express) than PC ads? Let's look at some data. 

Parks Associates released an in-apps ad forecast. In the context of their press release the firm showed some consumer survey results about mobile ad acceptance:

What the chart above shows is that 90% or more of adults (sample size undisclosed) either don't like in-app mobile ads or are indifferent to them. Across the board 50% say they don't like them.

A survey we conducted last year shows a higher percentage of users say they don't want any ads on their mobile devices:

Screen shot 2010-09-10 at 9.28.50 AM

Source: Internet2Go (n=707), 2009

If you segment for smartphone users you find somewhat less hostility to mobile ads; "only" 54% say they don't want ads in our survey. But these survey data don't tell the whole story.

Ad network inMobi recently presented survey data (n=4,399) that showed when consumers are clear about the value exchange (app is free, ad is personalized or more relevant) they respond favorably and their level of acceptance goes up. And when inMobi tested four mobile display campaigns with these respondents it found that 66% (n=2,893) would click on one or more of the ads presented. 

Another survey conducted (n=1,000) found that up to 43% of respondents were interested in ads that would help them save money.

What this all shows is that when consumers are asked things in the abstract ("do you want ads in-apps/mobile?") they often respond "no." But when shown ads concretely and exposed to their benefits their behavior will often be quite different and even their formerly hostile attitudes will change. 

Smartphones Selling Fast, Gartner Joins Throng and Predicts Android Win

Mindshare is consolidating around Android and many pundits are predicting that the Google mobile OS will soon become the number two smartphone platform globally. The only question is when.

Financial firm Piper Jaffray says it will be 2012, IDC says 2013 and IT consulting firm Gartner now says it will be this year as well. 

All of these predictions are based on current sales momentum enjoyed by Android, perceived weakness from Nokia, RIM and Microsoft. They also assume that Apple sales will be steady but flat compared to Android. Some firms also believe that RIM and maybe Nokia will be compelled to put out Android handsets. 

Here's the Gartner forecast, which predicts share losses by everyone but Android during the forecast period: 

Screen shot 2010-09-10 at 5.44.07 AM

Clearly Android has momentum but it's possible that Winodows (Mobile) 7 and a reinvigorated Nokia (MeeGo) could moderate or diminish some of Android's potential gains. In the US a more widely available iPhone would almost certainly do the same. The Gartner forecast also probably underestimates iPad and iPod Touch sales. 

Indeed, forecasts inevitably turn out to be incorrect though they may be "directionally" accurate. Whether or not Gartner's numbers above come close or miss the mark by a mile, it's clear that Android is a remarkable success story for Google. 

Related: Smartphones selling faster than anticipated

With Scores of Devices of Course Android Is Gaining

As though it were a big surprise dozens of articles appeared in the past 72 hours based on Quantcast data that showed Android now represents 25% of overall US mobile Web access compared to the Apple's 56%. This data doesn't capture activity on apps I believe. And while the chart below says "iOS" it's not totally clear that this encompansses iPhone, iPod Touch and iPad. 

As more Android devices are sold more people use them to access the mobile Internet. It's a very simple equation. There are now well over a dozen Android devices in the US market, from all the major carriers, with more on the way. Contrast that with the iPhone -- a single device from a single carrier. Apple has throttled its own growth through allegiance to AT&T. 

The more significant information in the Quantcast data is not that Android is growing and gaining share but that other platforms are not -- RIM and Windows Mobile in particular. Windows awaits its total refresh and consumer reaction but RIM is in trouble if the Quantcast data are correct. 

Contrast the Quantcast chart with on from StatCounter below, which shows a similar trend (iPhone vs. Android) but a different picture for RIM in particular. However the StatCounter data is simply OS market share, not necessarily mobile Web access. 


Screen shot 2010-09-07 at 7.06.58 AM

Update: Here's an update on the Quantcast data, released today. The company cut the data slightly differently in this analysis by device OEM. And it offered the following commentary:

Apple's iPhone has seen a solid reversal of its downward trend since the introduction of the iPhone 4, however, this is offset for iOS share by the decline of the iPod Touch (which we include in the mobile web  though it is not a smartphone).

As we can see below, the iPhone put in a solid performance in August 2010.


Pew: 65% of Adults Have Slept with Their Phones

Pew is out this morning with more data on US mobile user behavior and attitudes, this time concerning calling and texting. Here are several of the interesting findings from the survey of 1,917 US mobile phone users: 

  • 82% of Americans have a mobile phone
  • 72% of mobile users text or receive texts
  • The average adult cell phone owner makes and receives around 5 voice calls a day. 
  • 57% of adults with cell phones have received unwanted or spam text messages on their phone (probbly from their carriers)
  • 65% of adults with cell phones say they have ever slept with their cell phone on or right next to their bed.

Change in texting habits among adults, 2009-2010

















Number of texts on a typical day















Median number of calls by age














Pew also speculates that in some cases people may be using text/SMS as an "Internet replacement." However this conclusion is inferred and not based on any direct question(s). The idea is that Internet users have other communication tools and channels available to them and so they rely on SMS less heavily: 

Adults with cell phones who text, but who use the internet infrequently, are more likely to use text messaging to have long conversations. Adults who use the internet less than once a week are more likely than those who use the internet more frequently to say they have long message exchanges on important personal topics several times a day – 22% of infrequent internet users report this, while 8% of daily internet users and 6% of those who use the internet several times a week report having frequent, long text exchanges. These infrequent internet users are also more likely than weekly users to use text messaging to coordinate meeting up with someone (21% vs. 8%) and to use text messaging to communicate silently with someone (19% vs. 7%). Taken together, these findings suggest that some cell phone users may be using their phone’s texting capabilities as a substitute for internet access on a computer.

Android Users: Natural Born Clickers?

I'm an Android EVO user and I rarely click on ads, but that's apparently not true of my Android brethren and sistren. According to ad network Chitika, "people on the Android OS clicked on ads 81% more often than people on the iPhone." Chitika quickly comes to the conclusion that 'Android users [are] 80% more valuable than iPhone users." However I wouldn't equally jump to that immediate conclusion. 

CTR of Android vs Apple

Ad mediator/exchange Smaato previously found, similarly, (in February) that Android users clicked-through more than iPhone users: 

 Smaato Mobile Advertising Metrics

But later Smaato reports, as Android penetration grew, saw its CTR position decline. Compare July numbers for the US and then globally:

 Smaato Mobile Advertising Metrics
Smaato Mobile Advertising Metrics

There may be some novelty around mobile advertising for many Android users, especially if they've upgraded from feature phones and this is their first smartphone. However, the Smaato figures suggest that the Chitika numbers will similarly change in a few months after the newbie Androids become jaded and embittered.

Once again, however, this all begs the question of whether we should be paying any attention to CTRs on mobile ads (other than paid search). If there's a lead-gen form on a landing page or a store locator, then arguably yes. But otherwise CTR is probably the wrong metric.

It's an easy, lowest-common denominator metric so people gravitate to it. But comScore has repeatedly argued and shown that CTR is the wrong metric to assess the efficacy of onlne display advertising. That should equally apply to mobile. 

There are a range of metrics that mobile marketers can and should be using to assess the success of their campaigns, depending on their objectives. The generic CTR is not necessarily very helpful or meaningful in terms of brand lift, purchase intent or other actions that mean something in the real world. 

The Demographics of Talk & Text

Nielsen offers data culled from a year of looking at US mobile subscriber phone bills and other sources. It shows the places and populations who talk and text the most by state and ethnic group.

There are geographic differences in terms of voice minutes and texts per month. And it's a bit of a non-surprise that teens text way more (emphasis on the word "way") than anyone else -- more than twice as many texts per month than those in the 18-24 age bracket. 

Residents of the south talk more than others, while the states with the greatest volume of texts are distributed: 




The chart above confirms (again) that the most effective way to market to teens may be SMS-based.

Millennial: Android Passes RIM, iPhone Still on Top

Millennial's July data were released earlier this morning. They reflect what's been broadly reported elsewhere: continued growth of Android (and the iPad). Here are the headlines:

  • Android grew 47% month-over-month. Since January Android has grown 690%.
  • Android also officially became the number two OS on the Millennial network (surpassing RIM)
  • Apple ad requests increased 24% month-over-month, but are actually down 15% since January; iPad ad requests grew 327% month-over-month.
  • Smartphones and connected devices increased their impression share 7%, and now represent 68% of the total impression share.

Basically, the story is that Android is now a rapidly gaining number two to the iPhone's number one on the Millennial network.

RIM has grown both in terms of representation on the network and in terms of developer involvement, but the news that Android has passed it is more confirmation that the company is in an increasingly challenging competitive position.

And now for the graphics: 

 Screen shot 2010-08-18 at 12.44.09 PM

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Survey: 25% Do In-Store Price Comparisons on Phone

A survey of 3,600 US mobile consumers by Sterling Commerce found that 15% of mobile users have made purchases on their phones.This number is broadly consistent with other studies and surveys (see links below) for the US market.

In this survey population slightly less than 50% of respondents reportedly owned smartphones, whereas the number is 23% to 25% in the overall US mobile population. So the results can't be directly extrapolated to the population of mobile users. 

More findings (nearly verbatim):

  • 60%+ [of respondents] believe being able to verify product availability (on mobile device) at a particular store location is important to very important.
  • Nearly 25% use their phone while in a store to competitively price shop an item.
  • 20% of consumers currently use their phones to create shopping lists or baskets . . .
  • Two thirds are interested in using their mobile phone to scan and purchase items, thus enabling them to bypass checkout lines.
  • 25% of [respondents] believe that receiving specials/promotions (such as coupons) would be an important use for their mobile phone when shopping, although they were less enthusiastic about receiving advertising via their phones.
  • The survey also highlighted mobile shopping frustrations (small screen, keypad, slow speeds) and m-commerce concerns around security (for 28% of respondents).

A striking datapoint above is that 60% want store inventory information; while "only" 25% want offers or coupons while shopping. An equal percentage said they performed in-store price comparisons. As barcode scanning becomes more commonplace and easier to use, this latter figure will go way up. 

Separately, Insight Express recently found that 82% of survey respondents used their mobile phones while shopping in stores.  

Related posts:

iPad Metrics: Users & Ad Performance

These numbers were previously released but I thought it would be interesting to present them together. Below are Nielsen data regarding iPad ownership demographics and Mobclix data about engagement ad ad performance on the iPad.

iPad users appear comparable in age ranges, though perhaps slightly younger, than the iPhone population. They're more affluent than iPhone users however. Nielsen says the "sweet spot" for the iPad is "affluent 25 to 36 year olds."

Interestingly, 51% of iPad users responding to the Nielsen survey did not own an iPhone. I fall into that category as well.

According to Mobclix, rich media/video ads on the iPad have a 10.7X higher CTR than "standard" display on the iPad. In addition, iPad apps generate a 5X eCPM vs. the iPhone.   

Picture 14

It's clear that the iPad audience is desirable for brand marketers and that users are much more engaged with media and ads on the iPad than on smartphones or the iPhone. 

Report: Deeper Mobile Internet Penetration in China

Nielsen offers some very interesting data on China's mobile market, based on almost 5,000 face-to-face consumer interviews, and compares it to mobile behavior in the US. The finding: a higher percentage of Chinese subscribers use the mobile Internet than their US counterparts. 

Just over 37% of China's 755 million mobile phone subscribers in China access the Internet on their handsets. That represents roughly 279 million people overall. In the US there are 77 million mobile Internet users, representing about 27% of subscribers, according to the most recent Nielsen estimates.

The size of the Chinese market is currently about three times larger than the US market. However there's much more growth potential in China vs. the US, which is already a mature market in terms of subscriber penetration. By contrast just over half of China's population has a mobile phone. And China is one of those developing markets where primary Internet access is very quickly likely to be via mobile vs. a PC. 

The mobile market in China is almost equally split between men and women and different age groups. Almost 90% (87%) are pre-paid subscribers. Below is the breakdown of mobile activities by category and then a comparison with US mobile user behavior. 



New Report Confirms Android Sales Momentum

Confirming earlier data, the NPD Group said today that Android is outselling the iPhone:

For the first time since the fourth quarter (Q4) of 2007, RIM fell to second position, as Android took the lead among operating systems in handsets sold to U.S. consumers. NPD’s latest wireless market research reveals that Android accounted for 33 percent of all smartphones purchased in Q2, ahead of RIM (28 percent) and Apple (22 percent).

Based on U.S. consumer purchases of mobile phones in Q2, the top 5 Android smartphones were as follows:

  1. Motorola Droid
  2. HTC Droid Incredible
  3. HTC EVO 4G
  4. HTC Hero
  5. HTC Droid Eris

Earlier Nielsen reported that in the first half of this year Android handsets had outsold Apple's iPhone. However, in the market as a whole the iPhone still has 2X share of the US smartphone market vs. Android devices.

That share probably goes up if all iOS devices (iPod Touch, iPad) are factored in. 

If Android maintains sales momentum like this it will eventually (2011) capture market share and move into second position after RIM, which just introduced a new OS (6) and device (Torch) to blunt the rise of Android and the iPhone. It's not clear, however, it will succeed. 

See also: Will New, More Complicated Dataplans Cost Smartphones the Market Majority?

Correction: iPhone Has 2X Android's Share in US

Based on a third party report of unreleased Nielsen mobile marketshare data this morning, I incorrectly described what the data reported. So did almost everybody else.

The original GigaOM discussion of the Nielsen data is technically correct -- it refers to sales rather than overall market share -- but it failed to provide context and all the relevant data. I was also swept up in what seemed like a dramatic 10 point gain in Android's market share. 

The headline asserted that Android had surpassed the iPhone in the US. But that's not what the data actually show it turns out. The accurate statement is that in the last six months Nielsen says that Android handsets have taken a greater share of all smartphones sold in the US than the iPhone. However the iPhone still has considerably more share in the US market than Android.

Nielsen later in the day posted with more context. The first chart below is reflective of the overall market: Android has 13%, while the iPhone has 28% share -- more than double.

The chart below is the one that made its appearance this morning and caused the problem. It focuses not on the entire market but only on "recent acquirers." The chart is somewhat misleading because in the absence of the one above it appears to be a snapshot of the overall distribution of handset marketshare (notwithstanding the slide title).

I hadn't seen the first chart until this evening.

What we take away from this is what we already know: Apple has saturated its single carrier market (AT&T), while Android, with multiple handsets and carriers, is gaining momentum. Again, the iPhone's market share is more than double Android's but more recently Android handsets appear to be outselling the iPhone. 

The most important datapoint released by Nielsen however is that smartphones now represent 25% of the total US handset market. That's a psychologically significant milestone. The next one is 50%, which Nielsen projects will happen in Q2 next year. I'm skeptical it will be quite that soon but we're definitely on our way.


Report: Android on a Tear, Passes iPhone in US

With multiple handset OEMs and multiple carriers the "Android army" of devices has reportedly overtaken the iPhone in terms of market share in the US smartphone market according to Nielsen (via GigaOm). The data show the following Q2 (survey based) US smartphone market share distribution:

  • RIM: 33%
  • Android: 27%
  • iPhone: 23% 
  • Windows Mobile: 11%
  • Combined others: 6% 

The Nielsen data reflect that Android's share in Q1 was 17%, which would mean an amazing 10 point leap in a single quarter.

We may see some sort of Apple push-back on or attempted spin of this data. For context and comparison purposes, here are Gartner global smartphone data share figures for Q1, 2010:


The Nielsen data, however, continue to show greater loyalty among iPhone owners vs. Android and other handset types:

Android has clearly emerged as a viable alternative to the iPhone in the US, which remains locked up with AT&T so to speak -- a strategic blunder by Apple that has now apparently cost the company some of its credibility and potentially its mindshare in the smartphone segment. While Android continues to be not as "elegant" or polished as the iPhone (it isn't), it's much more widely available and for a large number of people a perfectly acceptable alternative.


RelatedAndroid smart phone shipments grow 886% year-on-year in Q2 2010

Millennial Media: 81% Audience Reach, Plans IPO Next Year

Millennial Media released its June SMART report this morning. As usual it's "chock-a-block" full of data. I'll point to a few of the things that interest me. You can get the entire report here.

All data are based on Millennial's network and not necessarily representative of the broader mobile Internet. 

The company cites Nielsen data for the proposition that the mobile Internet in the US is now 77 million people. The company asserts that it can reach to 81% of that audience.


Here are Millennial's top DMAs (by ad requests): 

  11. NEW YORK, NY
  12. TAMPA, FL

The fact that "HARLINGEN, TX" is ahead of "NEW YORK, NY" is suggestive of the idea that the company's network is not synonymous with the mobile Internet per se.

This month's SMART report focuses on the entertainment vertical (one of Millennial's top 3) and its campaign tactics. I'm not going to drill into those numbers. Rather I'll show Millennial's list of the top verticals:


Millennial shows that almost 60% of its campaigns are national, with "broad reach." However of the 41% that are targeted; the top two strategies are geo and demo targeting. When the audiences get large enough these layers will be married for geo + demo + other. But geo can also be a proxy for demographic targeting in the right circumstances. 


TechCrunch in an interview with Millennial CEO Paul Palmieri says that the company is planning an IPO in 2011.