I am heading off to D.C. tomorrow morning to attend eMetrics. eMetrics Marketing Optimization Summit is the a premier conference for Online Marketers and Web Analysts. It is a great place to learn from and network with online professionals from around the world.
My Session on Behavioral Targeting
Behavioral Targeting is a topic that I cover extensively on this blog and have spoken on at past eMetrics. In this session I will talk about the benefits of BT to consumers, publishers (site owners) and advertisers. I will show what vendors are available to help with different types of BT and review various aspects of BT, from the available technologies to the tried and true techniques to the preponderance of privacy pains. I will also present 5 step process to successful Behavioral Targeting and is not just limited to online advertising but also how these techniques can be used for onsite advertising and content and product targeting as a part of onsite campaign and email marketing.
If you are going to attending eMetrics, I would love to meet with you. Look for me there or drop me an email (batraonline at gmail.com) with your phone number.
Here is a partial list of other presenters at this conference (I took it straight from Jim Sterne’s email)
Gray Angel, Tim Ash, Douglas Brooks, Jason Burby, Joseph Carrabis, Terry Cohen, Matt Cutler, Justin Cutroni, Bryan Eisenberg, Vanessa Fox, Bill Gassman, Andrew Goodman, Rob Graham, Ann Green, Mike Grehan, Stephane Hamel, Alex Langshur, Pat LaPointe, John Lovett, Neil Mason, Jodi McDermott, Liz Miller, David Millrod, Angel Morales, Jim Novo, Bob Page, Katie Delahaye Paine, Todd Parsons, Laura Patterson, Eric Peterson, Michael Stebbins, Robbin Steif, Pat Stroh, Jennifer Veesenmeyer.
See you guys in DC.
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Sunday, October 19, 2008
Monday, October 13, 2008
Direct Marketing Association's Behavioral Targeting Survey
Direct Marketing Association (DMA) is seeking marketers from companies with behavioral targeting programs to take a 10-minute survey on their companies’ experiences. The survey contains 24 questions and aims to answer:
All respondents will receive a top line report of the results of the survey. I will also post the results on this blog. If you are currently engaged in Behavioral Targeting, this is a great way to contribute to a report that will clarify the state of behavioral marketing today.
Take the DMA’s Behavioral Targeting Survey
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- How much companies are spending on behavioral targeting
- How much revenue it’s producing
- What are implementation issues
- Which behaviors they are using
All respondents will receive a top line report of the results of the survey. I will also post the results on this blog. If you are currently engaged in Behavioral Targeting, this is a great way to contribute to a report that will clarify the state of behavioral marketing today.
Take the DMA’s Behavioral Targeting Survey
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Thursday, October 09, 2008
Yahoo Web Analytics - Let's Get Started
IndexTools was bought by Yahoo earlier this year and yesterday they rebranded themselves as Yahoo! Web Analytics.
Dennis Mortensen, Director of Data Insights at Yahoo, writes:
Some blog posts and articles (e.g. Yahoo Web Analytics claims faster updates than Google Analytics) are comparing Yahoo! Web Analytics to Google Analytics. In my opinion this tool is a lot better than Google Analytics and there is no real comparison between Google Analytics and Yahoo! Web Analytics. Yahoo! Web Analytics (IndexTools) compares more to the likes of Omniture SiteCatalyst, WebTrends Analytics etc. There are a lot of Omniture, WebTrends, Coremetrics customers who do not use (or need) the full functionality of these tools and Yahoo! Web Analytics tool could be great fit for these companies.
But how do you get Yahoo! Web Analytics?
ZeroDash1 (now Ascentium) is Yahoo! Web Analytics partner and can get you started on this tool. If you are interested in learning how we might save you thousands of dollar on web analytics tool email me at batraonline at gmail.com, make sure to put “Yahoo! Web Analytics” in your subject line.
(As I was writing this post I saw Eric Peterson’s blog post that you might want to check out Yahoo Web Analytics does not compete with Google Analytics)
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Dennis Mortensen, Director of Data Insights at Yahoo, writes:
The re-branding also includes the launch of a new website and changes to the analytics product itself. It also includes a few enhancements to the tool, beyond making it scalable and compliant with the Yahoo! stack. From a user perspective, the first most noticeable fact is that we are moving to a single sign-on provided by Yahoo! and your account will be tied into your overall Yahoo! account.
As part of this announcement, we are also opening up further access to the tool and are now actively supporting:
• Yahoo! Store
• Yahoo! Developers (Y!OS)
• Yahoo! Head Advertisers (Microsites)
And for these, this is not just random access as in handing out 15000 logins, but well thought through integration with the platforms themselves. If you e.g. are a Yahoo! store owner you can enable enterprise-class web analytics by simply ticking a box and we then automatically inflate the correct tracking script variables at runtime. You are of course allowed to turn this off and take control yourself if needed. If you are a developer you will probably not even notice that it is us, as we fully instrument on the fly and create reports through the YWA API. All very exciting stuff I will elaborate on in future posts.
As you can read, this is not a free-for-all-come-and-get-it launch, but a carefully planned controlled access launch, which will keep all of our functionality in place and even enhance it. There is no dumbing down of the tool in any of the engagements above - and we will be working hard to add to the list of customers who can get access. So expect the above list to grow rapidly over the course of 2008. Anywho; The official PR message is:
Yahoo! Web Analytics will be released in stages to various business units and eco-system partners!
Some blog posts and articles (e.g. Yahoo Web Analytics claims faster updates than Google Analytics) are comparing Yahoo! Web Analytics to Google Analytics. In my opinion this tool is a lot better than Google Analytics and there is no real comparison between Google Analytics and Yahoo! Web Analytics. Yahoo! Web Analytics (IndexTools) compares more to the likes of Omniture SiteCatalyst, WebTrends Analytics etc. There are a lot of Omniture, WebTrends, Coremetrics customers who do not use (or need) the full functionality of these tools and Yahoo! Web Analytics tool could be great fit for these companies.
But how do you get Yahoo! Web Analytics?
ZeroDash1 (now Ascentium) is Yahoo! Web Analytics partner and can get you started on this tool. If you are interested in learning how we might save you thousands of dollar on web analytics tool email me at batraonline at gmail.com, make sure to put “Yahoo! Web Analytics” in your subject line.
(As I was writing this post I saw Eric Peterson’s blog post that you might want to check out Yahoo Web Analytics does not compete with Google Analytics)
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Wednesday, October 08, 2008
Mobile Analytics
According to Nielsen Mobile the adoption of the mobile web has reached a critical mass. Nielsen says that, as of May 2008, 15.6 percent of mobile subscribers in the US make regular use of the mobile Internet on their devices, totaling some 40 million subscribers. This is just a subset of the 95 million US mobile subscribers who pay for access to the mobile Internet (through data plans or some other setup) but don't use it quite so regularly.
Despite such a surge in mobile internet usage business are lacking in measuring the mobile traffic. A recent survey by Omniture found that 71% of businesses are not measuring mobile traffic to their sites. It also found that 50 percent of businesses do not even know how many unique users landing on their sites originate from a mobile device.
Measuring Mobile internet traffic, also called “Mobile Analytics” is not easy, we are still dealing with the accuracy issues with web analytics and now Mobile analytics provides its own set of unique challenges.
Judah Philips in his post on Metrics insider covers a comprehensive list of challenges that Mobile Analytics faces.
Some of the key challenges he lists are
Mobile Analytics Solutions
A lot of Mobile Analytics solutions have sprung up in past year or so and more are coming up (See my prediction for 2008). Some of the established web analytics vendors are also now offering Mobile Analytics solutions. These solutions widely differ in their technology, process and capabilities. Which solution will work for you will depend on your needs (In future I might compare some of these vendors on this blog, but meanwhile if you would like help in evaluating a solution you can email me at batraonline at gmail.com). Below is the list of current mobile analytics vendors that I am aware of.
Other Resources you might be interested in
Did I miss any tool/solution? Email me at batraonline at gmail.com
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Despite such a surge in mobile internet usage business are lacking in measuring the mobile traffic. A recent survey by Omniture found that 71% of businesses are not measuring mobile traffic to their sites. It also found that 50 percent of businesses do not even know how many unique users landing on their sites originate from a mobile device.
Measuring Mobile internet traffic, also called “Mobile Analytics” is not easy, we are still dealing with the accuracy issues with web analytics and now Mobile analytics provides its own set of unique challenges.
Judah Philips in his post on Metrics insider covers a comprehensive list of challenges that Mobile Analytics faces.
Some of the key challenges he lists are
- Data Collection –JavaScript is the most common way of collecting data for web analytics, but not all the mobile browsers execute JavaScript.
- Unique visitor identification - due to lack of cookie support and the changing of IP addresses it is a challenge to uniquely identify a user.
- Traffic source detection - Determining the source of traffic, such as search, email, direct entry, RSS feeds, and marketing campaigns can be challenging in the mobile space.
- Geographic identification - Where are the visitors viewing your site coming from? But not all devices enable geographic detection because the gateway’s IP address is used, not a GPS signal.
Mobile Analytics Solutions
A lot of Mobile Analytics solutions have sprung up in past year or so and more are coming up (See my prediction for 2008). Some of the established web analytics vendors are also now offering Mobile Analytics solutions. These solutions widely differ in their technology, process and capabilities. Which solution will work for you will depend on your needs (In future I might compare some of these vendors on this blog, but meanwhile if you would like help in evaluating a solution you can email me at batraonline at gmail.com). Below is the list of current mobile analytics vendors that I am aware of.
Other Resources you might be interested in
- The challenge of mobile analytics - Part 1
- The Challenge of Mobile Web Analytics
- Mobile Analytics: Omniture and Bango
- Gartner Says Worldwide Mobile Advertising Revenue to Surpass $2.7 Billion in 2008
Did I miss any tool/solution? Email me at batraonline at gmail.com
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Labels:
coremetrics,
mobile analytics,
omniture,
web analytics
Monday, September 29, 2008
Multichannel Marketing: Book Review
We live in a multi-channel world today. Customers are everywhere Online, Print, Mobile, Email, TV etc. Marketing efforts in one channel have an impact on the other channels. Customers interact with various channels before they take the final action i.e. to buy from you.
Mutli-channel customer behavior poses a problem for marketers who need to analyze impact of various marketing efforts and decide how to allocate their budget. It is one of the biggest challenges that face the marketers today. Akin Arikan provides a very practical approach to Multi-channel marketing measurement and optimization in his book Multichannel Marketing: Metrics and for On and Offline Success
.
Mutli-channel customer behavior poses a problem for marketers who need to analyze impact of various marketing efforts and decide how to allocate their budget. It is one of the biggest challenges that face the marketers today. Akin Arikan provides a very practical approach to Multi-channel marketing measurement and optimization in his book Multichannel Marketing: Metrics and for On and Offline Success

This book shows how to effectively measure and optimize the multi-channel marketing efforts using web analytics. Akin looks at multichannel measurement methods from web analysts, brand marketer and direct marketers point of view. He then takes these various methods to create cross channel analytics.
I highly recommend this book to all the marketers and web analysts. Great Job Akin!
Have you read this book? What do you think? Chime-in.
Here is a list of other books that web analysts recommend.
Tuesday, September 23, 2008
Behavioral Targeting Resources: Ask Anil Batra
A friend of mine and a regular reader of my blog asked me about the resources that are available for someone to learn about Behavioral Targeting. Since I get a lot of questions via emails, I thought that I should answer it via a blog post so that others, who might be interested in the same topic, can benefit from it as well.
With this post I am also officially starting a column called “Ask Anil Batra”. Please send me your question on Web Analytics and Behavioral Targeting and I will try to answer them in my blog posts.
Now back to answering the question. Here is a list of Behavioral Targeting Resources that I know of:
Behavioral Targeting vendors have a lot of information and whitepapers on their own sites. I will do repost in future with a list of vendors and any whitepapers that might be of value. If you are a Behavioral Targeting vendor and would like to be included in this list then please contact me.
If you know of a resource on Behavioral Targeting then please leave me a comment or email it to me and I will add it in my future post.
Got a question on Web Analytics, Optimization or Behavioral Targeting? Send it to me at batraonline (at) gmail.com.
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New Position
(Web Sales) Conversion Marketing Manager at Hewlett Packard (American Fork, UT)
With this post I am also officially starting a column called “Ask Anil Batra”. Please send me your question on Web Analytics and Behavioral Targeting and I will try to answer them in my blog posts.
Now back to answering the question. Here is a list of Behavioral Targeting Resources that I know of:
- Media Post’s Behavioral Insider - great articles. I read it regularly
- ClickZ – Behavioral Marketing Articles - Another great resource that I read.
- Behavioral Targeting - Specific Media Site
- How To Target – A Revenue Science Site
- Fishing From Barrel: Only Book on Behavioral Targeting
- My Blog - I write extensively about Behavioral Targeting on this blog
Behavioral Targeting vendors have a lot of information and whitepapers on their own sites. I will do repost in future with a list of vendors and any whitepapers that might be of value. If you are a Behavioral Targeting vendor and would like to be included in this list then please contact me.
If you know of a resource on Behavioral Targeting then please leave me a comment or email it to me and I will add it in my future post.
Got a question on Web Analytics, Optimization or Behavioral Targeting? Send it to me at batraonline (at) gmail.com.
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Looking to fill your Web Analytics or Online Marketing position? Try WebAnalytics Job Board
New Position
(Web Sales) Conversion Marketing Manager at Hewlett Packard (American Fork, UT)
Thursday, September 18, 2008
Online Data Tracking and Privacy
Online privacy is a hot button these days. Privacy advocates and lawmakers are putting a lot of pressure on several large internet companies such as Google, Microsoft and Yahoo to be transparent about how they intend to use users web surfing data (behavior). Mainly they are concerned with the companies that collect a huge amount of user data and then engage in Behavioral Targeting.
However online data tracking is not limited to companies who engage in Behavioral Targeting. Any companies which collects users’ web surfing data or user provided data needs to make sure do not compromise user privacy (actual or perceived). They need to clearly state how they are collecting data and how that data will be used.
Enterprise web analytics tools like Omniture, WebTrends, Coremetrics etc and free tools like Google Analytics and Yahoo IndexTools have made it very easy for website owners of any size to track users’ online behaviors. Most of the web analytics tools use a first party anonymous cookie to track users and their behaviors on any given site.
Even if the data is anonymous the potential of it being tied to personally identifiable information is there and that can cause privacy concerns. It is critical that every company that collects any sort of consumer data, anonymous or personal, needs to clearly state its data collection and usage policy in its site’s privacy policy.
Usually Web Analysts do not tackle this issue and it is left to the legal department. However, a lot of times the web analytics tracking and any kind of targeting is implemented without getting legal involved. As a result companies sometimes do not have proper privacy policy in place. This is a huge blunder, companies need to take privacy issues seriously and pay due attention to their privacy policy.
Do we need Privacy policy even though we use Third Party Web Analytics Tool and they collect the data.
It does not matter who is collecting the data. The data is collected on your site and is collected on your behalf so you are responsible for clearly stating how you are collecting and using the data.
Those who use Google Analytics, need to be aware that Google Analytics requires such disclosures. Here is what Google Analytics states in its Terms of Service
Tracking Personally Identifiable Data
In simple terms Personally Identifiable Information (PII) can identify a particular user, example last name, first name, email address etc. Most of the commercial Web Analytics Tools have the capability to track Personally Identifiable Information. In other tools such as Omniture, Webtrends etc. you can pass the personally identifiable information either via JavaScript variables or via importing an outside file which ties the anonymous cookie with identifiable information.
If you collect or track PII data then it becomes even more important that you disclose what information you are collecting or tracking and how you intend to use that information. Before you start collecting PII information, think hard what information you need and why you need it. Once you have figure out the information then make sure to fully disclose it on your site’s privacy policy.
I am a big supporter of giving users an opt-in option before using PII data for tracking and targeting. If you do decide that opt-in is not the right for your business model then at least provide an easy way for users to opt-out from being tracked and targeted using PII information.
Note: Google Analytics does not allow any Personally Identifiable information to be tracked via Google Analytics, period. Here is what Google Analytics Terms of Service says:
Google Analytics even considers IP address as PII. It uses IP address to populate Geo Report but will not show IP address in any report. Other tools such as Omniture, WebTrends etc. can display IP and other PII data.
Optimization and Privacy
Most of the Optimization (A/B and Multivariate Testing) tools allow you to segment users based on IP, cookie or user provided data. For examples if you want to test a page on Males, age 35-45 from Redmond, WA, then you need to collect data from users so that you can create the right segment to test. However this type of data crosses the line of PII data, even though there could be thousands of users in that segment it can be used to identify a particular user. So make sure you are clear in your privacy policy that you might be (or are) using the data to test the optimal layout of the page and provide a better experience etc.
Examples of good privacy policies
Smart Money
Amazon.com
Proflowers.com
As marketers and web analysts lets do our part, let’s make sure to be clear and forthcoming in our privacy policies.
Also see Jim Stern’s view on giving users the control on privacy.
Questions? Comments?
--------------------------------------------------------------------------------
Site: AnilBatra.com
Twitter: http://www.twitter.com/anilbatra
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Looking to fill your Web Analytics or Online Marketing position? Try WebAnalytics Job Board
New Position
(Web Sales) Conversion Marketing Manager at Hewlett Packard (American Fork, UT)
However online data tracking is not limited to companies who engage in Behavioral Targeting. Any companies which collects users’ web surfing data or user provided data needs to make sure do not compromise user privacy (actual or perceived). They need to clearly state how they are collecting data and how that data will be used.
Enterprise web analytics tools like Omniture, WebTrends, Coremetrics etc and free tools like Google Analytics and Yahoo IndexTools have made it very easy for website owners of any size to track users’ online behaviors. Most of the web analytics tools use a first party anonymous cookie to track users and their behaviors on any given site.
Side Note: The data is called anonymous because it mainly uses a cookie value to indentify a user (there are other ways which I am not covering in this post) without knowing who the actual user is. Say John Doe arrives on AnilBatra.com, a web analytics tool will drop a cookie with a random id say 123ASXBA12. This cookie id is not tied to any personally identifiable information (see below) of John Doe. So Web Analytics tools (in most cases) do not know who the person is, they just know that cookie id 123ASXBA12 came to the site. They use this id to track current and future site visits.
Even if the data is anonymous the potential of it being tied to personally identifiable information is there and that can cause privacy concerns. It is critical that every company that collects any sort of consumer data, anonymous or personal, needs to clearly state its data collection and usage policy in its site’s privacy policy.
Usually Web Analysts do not tackle this issue and it is left to the legal department. However, a lot of times the web analytics tracking and any kind of targeting is implemented without getting legal involved. As a result companies sometimes do not have proper privacy policy in place. This is a huge blunder, companies need to take privacy issues seriously and pay due attention to their privacy policy.
Do we need Privacy policy even though we use Third Party Web Analytics Tool and they collect the data.
It does not matter who is collecting the data. The data is collected on your site and is collected on your behalf so you are responsible for clearly stating how you are collecting and using the data.
Those who use Google Analytics, need to be aware that Google Analytics requires such disclosures. Here is what Google Analytics states in its Terms of Service
You will have and abide by an appropriate privacy policy and will comply with all applicable laws relating to the collection of information from visitors to Your websites. You must post a privacy policy and that policy must provide notice of your use of a cookie that collects anonymous traffic data.
Tracking Personally Identifiable Data
In simple terms Personally Identifiable Information (PII) can identify a particular user, example last name, first name, email address etc. Most of the commercial Web Analytics Tools have the capability to track Personally Identifiable Information. In other tools such as Omniture, Webtrends etc. you can pass the personally identifiable information either via JavaScript variables or via importing an outside file which ties the anonymous cookie with identifiable information.
If you collect or track PII data then it becomes even more important that you disclose what information you are collecting or tracking and how you intend to use that information. Before you start collecting PII information, think hard what information you need and why you need it. Once you have figure out the information then make sure to fully disclose it on your site’s privacy policy.
I am a big supporter of giving users an opt-in option before using PII data for tracking and targeting. If you do decide that opt-in is not the right for your business model then at least provide an easy way for users to opt-out from being tracked and targeted using PII information.
Note: Google Analytics does not allow any Personally Identifiable information to be tracked via Google Analytics, period. Here is what Google Analytics Terms of Service says:
You will not (and will not allow any third party to) use the Service to track or collect personally identifiable information of Internet users, nor will You (or will You allow any third party to) associate any data gathered from Your website(s) (or such third parties' website(s)) with any personally identifying information from any source as part of Your use (or such third parties' use) of the Service.
Google Analytics even considers IP address as PII. It uses IP address to populate Geo Report but will not show IP address in any report. Other tools such as Omniture, WebTrends etc. can display IP and other PII data.
Optimization and Privacy
Most of the Optimization (A/B and Multivariate Testing) tools allow you to segment users based on IP, cookie or user provided data. For examples if you want to test a page on Males, age 35-45 from Redmond, WA, then you need to collect data from users so that you can create the right segment to test. However this type of data crosses the line of PII data, even though there could be thousands of users in that segment it can be used to identify a particular user. So make sure you are clear in your privacy policy that you might be (or are) using the data to test the optimal layout of the page and provide a better experience etc.
Examples of good privacy policies
Smart Money
Amazon.com
Proflowers.com
As marketers and web analysts lets do our part, let’s make sure to be clear and forthcoming in our privacy policies.
Also see Jim Stern’s view on giving users the control on privacy.
Questions? Comments?
--------------------------------------------------------------------------------
Site: AnilBatra.com
Twitter: http://www.twitter.com/anilbatra
--------------------------------------------------------------------------------
Looking to fill your Web Analytics or Online Marketing position? Try WebAnalytics Job Board
New Position
(Web Sales) Conversion Marketing Manager at Hewlett Packard (American Fork, UT)
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