Showing posts with label online marketing. Show all posts
Showing posts with label online marketing. Show all posts

Thursday, 1 October 2009

Web Analytics For 404 Errors

404 errors are a fact of life on the internet. 404 error is a message returned by a server in response to a request for a page that does not exist on the server (http 404 error code).

Let me illustrate this with an example:

A visitor comes to a site, bookmarks a page and then leaves the site.
Next week the owner of the site decides to launch a new site completely replacing the old pages with the new pages (urls were different).
Next month the visitor comes back to the site via the bookmark but the page she bookmarked does not exist as it was removed during the site redesign.
She will get a 404 error message from the server.


Reasons for 404 Errors

404 errors can occur due to numerous reasons:

  1. Misspelled links – A misspelled URL in a hyperlink on the site can causing a broken link and hence a 404 error message.
  2. Bad Site Map – A site map is an xml file containing a list of all the pages on the site. It is usually meant for the search engines to index the pages on a site. A misspelling in a site map can cause the search engines to look for the pages that do exist on the server. Generally theses pages (broken links) won’t be visible to the visitors but they will show up in the search engines indexing report such as the Google webmaster tools. Some sites also show the site maps to the visitors as a form of site navigation; in those cases the visitors will see the 404 errors.
  3. Site Redesign – Site redesigns are a leading cause of the missing pages. Site owners redesign the sites, completely replacing the old pages without thoroughly thinking about the pages that might have been linked all over the web, indexed by the search engines, bookmarked by the visitors etc. Visitors who clicks on old links, bookmark etc. are greeted with the 404 error messages when they click on those links to arrive on the site.
  4. Sever Unavailable – 404 error messages can also occur when the server is unavailable.

Below is an example of a standard 404 error message

If standard 404 error page is the first page that a visitor sees when she arrive on a site, what will her reaction? As shown in the picture above, you can’t even tell which site this page belongs to. It is a dead end. Visitors don’t know where to go. What would a visitor do in this situation? She will most likely leave the site. She will go back to where she came from. The site has just failed to engage her.

Let’s imagine a similar situation in the offline world. Think about how you would feel if you enter a local supermarket looking for a toothbrush and are immediately taken to the location in the store where the toothbrushes aisle is suppose to be. When you arrive at that location, not only that you don’t find the aisle because the supermarket recently rearranged the store and move the aisle but also that the whole supermarket goes dark and all you see is the exit door. You will, for sure, run towards the exit door. That’s what a standard 404 error pages does, the site goes dark and the only thing a visitors sees is the back button or the close button on the browser.

Custom 404 Error Pages

Now imagine that instead of the store going dark, the customer sees a friendly associate who politely says “Sorry, we recently rearranged our store and the aisle you are looking for have been moved. May I show you the new location of the aisle” (or some flavor of it). Friendly associate on the web in this situation is called “Custom 404 error page (message)”, which will say “Sorry the page you are looking for does not exists anymore or has been moved, here are few links that might help you” (or some flavor of it).
A custom 404 error page allows the site to provide a message other than a generic server error message (Figure 1). A custom 404 is an opportunity for the sites to engage the visitors whom they might have lost otherwise.

How do you create a custom 404 error page?

Create a page with a message that you want your visitors to see when they encounter 404 error messages and save it as 404.html (you can use other names and the page extensions as well). Web servers have a setting which allows you to set the page that you want the visitors to see when they encounter the 404 errors. In this case you might set it to 404.html. (Contact your IT department or hosting companies to get further details).


Here is an example of a custom 404 error page

There are several ways to customize your 404 error page. Be creative when designing the 404 page, this is your last chance to reengage a visitors. (I will show you some more examples in a future post)

Web Analytics and 404 error page

Another benefit of creating a custom 404 page is that you can put your web analytics tag on the page to report and analyze the 404 pages. Web Analytics reports can show you the pages (links) that are causing 404 error messages on your site. You can also find out which pages have the bad links, what keywords, external links etc. are driving users to those non-existent pages.

Tracking 404 pages in Web Analytics

Here is an example of Google Analytics Code to track the 404 pages

This code appends “404:” in front of the page name that triggers the 404 error so that it is easy for me to filter the Google Analytics reports for the 404 error pages.

The same concept can be used in the other web analytics tools such as Omniture, Webtrends, Unica, Coremetrics etc.

There are two reports that I frequently use to analyze the 404 pages
  1. Top Content

    Since I prefixed my 404 pages with “404:”, I can easily filter out the 404 pages in this report. This report gives me all the pages that are triggering 404 error messages. This report also shows me how big the problem is and if I am losing visitors on these pages or not.
    If your custom 404 page is unable to engage the visitors (high exit rate or bounce rate) then you should consider changing the content/design etc. of the page. (I am looking into how you can conduct A/B testing on a 404 page).

    You can also drill down into each of the page and do further navigational analysis to see the pages that the visitors saw before they got the 404 error page.


    This leads you to the pages that have old/misspelled links. To track down the external links and sources, that have bad links to your site, you will need to look at the top landing pages report.
  2. Top Landing Pages


    A filter on “404:” in this report will show you the landing pages that result in the 404 errors. Use this report to drill down to the external sources of errors e.g. the external links, keywords etc. Below is an example of a report that shows that most of the 404 for a page on this site occurred from links in the emails.


    Further analysis of the emails led me to the malfunction links.
Do you have 404 error messages stories, examples to share? Send them to me.

Questions? Comments?

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Monday, 25 May 2009

How intelligent are your Toll Free Numbers, Landing Pages and Promotional Codes?

Sending a toll free number (800, 866, 877 etc.), links to special landing pages, micros sites or promotion codes in the print material or email is a common practice. However before you send that promotion to your customers, make sure it can be tied back to campaign and the offer that you sent. Make sure your site, automated phone system and customer service reps. know what those special promo codes or toll free numbers mean. Do not waste your customer and your own time.

The point of that promotion is to grab customer’s attention and get share you their wallet. When a customer takes action on the offer that she just received, the customer expects that the web page/site or the human answering that call is intelligent enough to provide information on that offer and help her convert. I am however amazed how often this minor detail is totally missed due to lack of communication between marketing, sales and customer support.

I recently received a direct mail from Comcast “Free DVR for 1 tear and 1 year installation”. I called the 866 number listed on the mailer. To my disappointment, I was greeted with a standard recorded message that had nothing to do with the mailer I received. The system asked me some standard information to identify me but I did not hear an option that was even remotely related to what was mentioned on the letter.

So what was I suppose to do, which option should I have selected? I did nothing. The message repeated itself and then finally it (automated system) transferred me to a human representative.

Human representative made the same mistake as did the recorded message. She asked me how she can help me. I told her about the mailer I received and was calling about it. She goes "Great ! I can get that to you for free and there will be $14.99 charge for installation". I reminded her that my offer also said that I will get free installation. She asked me to be on hold for few minutes while she checked the offer I might have received.

She came back and gave me free installation because apparently the mailer I received had the code for free installation. I was not able to locate any code on my mailing but it seemed like there was some database she could go back check about my offer.
As a consumer, I was a little disappointed with this experience. I am enjoying my free DVR service though.

Even though this is an example of the toll free number, the same principal applies to web. If you do send out that special landing page or promo code make sure it provides the customers with relevant information and take them into easy conversion path. Do not waste their time. If you do provide a toll free number on that landing page, make sure you customer service/sales reps know the offer that those toll free numbers belong to. Customer is ready to be converted, don’t waste their time, just do it (convert them).

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Monday, 19 January 2009

Twitter Analytics

There is a lot of discussion recently about how to measure authority, influence etc. on Twitter. There are a lot of tools popping up which claim to give some kind of score to help you measure you (or anyone else) against everybody else. This post is not about those tools and which ones I like (more on that later). This post is about things that we can track for sure.

There are millions of Twitter users who are tweeting every day, hoping and assuming that there tweets are being read by their followers. We can’t track all tweets and find out if they are being read but if you are one of those who post a link in your tweets then you are in luck. This post will show you how to track URLs posted in your tweets so that you can determine for sure if anybody is reading those tweets and also what kind of tweets from you are getting the most attention.

There are two types of URLs you post in Twitter



  1. URL to your site
  2. URLs to third party sites

  1. URLs to you site – When you post a link to your site on twitter, you can treat it as a campaign just like a banner or search campaign. Add the campaign tracking codes compliant with your web analytics tool so that you can see the visits, page views, conversions and other web analytics data when a visitors clicks on your tweeted link and arrives on your site.

    Example:

    I use Google Analytics (GA) and you wanted to post a link to http://AnilBatra.com/, instead of just posting http://AnilBatra.com/ in my tweets, I add GA campaign parameters to the URL being posted.
    utm_campaign, utm_medium and utm_source are three query parameters that GA uses for campaign tracking.

    Link to Be Tweeted: http://AnilBatra.com

    Adding GA Parameters: http://AnilBatra.com/?utm_campaign=watweets&tum_medium=twitter&utm_source=011909tweet

    Now when I use WebTrends for Web Analytics then I use something like

    Adding WebTrends Paramater: http://AnilBatra.com/?wt.mc_id=011909tweet. Where WT.mc_id is the Webtrends campaign tracking paramter.
    You can use which ever web analytics tool you like, the key is adding the campaign tracking parameters the URL to be tweeted. It is that simple.


  2. URLs to third party sites– Quite often tweeters post links to sites for which they don’t have access to the web analytics reports. For example, you posting a link to my blog http://webanalysis.blogspot.com/, you don’t have access to my Web Analytics Reports. As a results you have no idea how many people click though to the link that you tweeted.
    For such tracking I like a utility called CLIGS http://cli.gs (Note: I have no affiliate with this tool). This tool creates a short URL for any URL that you want to tweet. It than also provides you the clicks on that links as well as other stats such as
    • Geo Locations of visitors

    • Social media monitoring Cligs keeps track in real time of who tweets your link, who shares it on Friendfeed, who links to it, who blogs about it, who writes a blog comment about it, and more. Not just that, Cligs does that for the destination URL too!

For the sites that I have access to the web analytics data, I create a tracking url as I showed above (1) and then use CLIGS to shorten the URL (2), this provides me both CLIGS and Web Analytics data for analysis.

Apart from tracking on links the other ways to determine if your tweets are getting attention is to see the number of Retweets you get, direct messages and @replies you get. I will cover those in my future blog post.

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    Monday, 29 December 2008

    5 Best Practices for any Campaign

    Burger King recently launched a TV ad that directed visitors to WhopperVirgins.com. I learned about this on AdAge.com which wote:

    “What if you don't remember the exact Web address and Google it? You still better remember the domain name. While WhopperVirgins.com ranks first in Google for "whopper virgins," it's invisible when you omit the plural. “

    AdAge writes further:

    ”This is a major missed opportunity. Google Trends shows that recently, the volume of searches for the singular and plural versions have been nearly equal. "Whopper virgin" searchers must either go to an intermediary site or refine their search. Why can't consumers 'have it their way' and get to Burger King's site even if they're off by a letter? This multimillion-dollar branding campaign could have covered all its bases with a $10,000 search marketing investment. As it stands now, Burger King risks frustrating consumers instead of serving up one whopper of a video.”

    AdAge listed following three areas of neglect:


    • The domain: WhopperVirgin.com is a parked domain filled with ads for Burger King store listings, Virgin Mobile gifts, Virgin Atlantic flights, Virgin Islands vacations and Virgin Mary checks.

    • Search engine optimization: The microsite doesn't appear on the first three pages of Google results for "whopper virgin" searches.

    • Paid search: While reviewing Google's listings over several days, there hasn't been a search ad running on "whopper virgin" queries.


    In addition to above another area which was partially neglected by Burger King was Web Analytics. I found two main issues with the web analytics


    1. Web Analytics Tool Implementation - This site did not have any web analytics code implemented on the landing page. However the video does start as soon as user lands on the site which then fires WebTrends code. With this implementation I am not sure if they are getting an referring site or search engine information.

    2. Data Analysis - Clearly Burger King is using web analytics tool. I am sure they were passing the web analytics reports around but I am assume that they were not doing any meaningful analysis. If they were doing any analysis at all they would have uncovered the SEO/SEM issues listed by AdAge.

    3. Simple keyword analysis using their web analytics tool would have helped them uncover these issues. (Lesson: If you are spending millions of dollars on the campaign you should also keep aside few thousands for deeper analysis. Just passing the reports around is not enough).
      It is very common to report on top 10 -20 keywords but these keywords alone don’t tell the whole story. Yes they can be good ego boosters but you have to look beyond top keywords and analyze the keyword that are either in the long tail or are not driving any traffic at all. Doing some basic analysis on search engine keywords would have shown them that they were not getting any traffic (or are getting very little traffic) from “Whopper Virgin” or “Burger King Virgin” keywords (I am sure there are more variations).

    I hope Burger King learned its lesson and will be smarter next time they run campaign. (Note: All campaigns, offline or online end up having an impact on the site, search engines and online media)

    Below are the 5 lessons that all marketers can learn from Burger King Campaign and apply to their own campaigns in the future:

    1. Search Engine Optimization - Make SEO an Integral Part of your any micro-sites and campaigns (offline or online).

    2. Paid Search - Plan to spend few thousand dollars from your campaign budget to SEM to augment or fill any gaps in SEO.

    3. Web Analytics Tool Implementation - Plan to spend few thousand dollars from your campaign on Web analytics tools (which they did). Make sure the tool is properly configured to capture the accurate data. As I mentioned above, it appeared that the site did not have any code on the landing page, which means they were missing a lot of data and hence not getting the whole picture. Conduct an accuracy audit of the tool implementation; it can potentially save you millions of dollars by providing you data beyond click-throughs.

    4. Data AnalysisAnalysis is different from reporting. Web Analytics tools and SEM reports just provide you a view into the data. You have to conduct a full analysis to understand what the data means and what actions to take to generate a higher ROI from your campaigns. Plan to conduct an analysis on all the data you collect from various tools. Learn from this analysis, it will tell you where you are wasting your money and what’s working for you. Use the insights gained from the analysis and take appropriate actions to improve your campaigns.

    5. Online Reputation Monitoring - Monitor news sites, Social Media (conversations/actions that happen away from your site) etc., look at what people are talking about your campaign and your brand. Learn from it and take appropriate actions. A simple tool like Google Alert can provide this to you this for free. I believe Burger King did pay attention to what was being talked about and as a result now you can see Burger King’s Paid Search campaign for “Whopper Virgin” and “Burger King Virgin” keywords.


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    Monday, 15 December 2008

    Social Networking Sites and Advertising

    Social Networking sites are used by millions of people around the work and thousands of new users are jumping on social networking sites every day. Almost all of these social networking sites and new entrants are dependent on the advertising to generate the revenue to keep them going. However, a study by BurstMedia shows that consumers have a very low tolerance for online ads.

    52.6% of those surveyed accepted that advertising will appear on a web page but they had very low tolerance for more than 2 advertising units per web page. 29.9% of survey respondents said that they will leave the site immediately if they perceived it cluttered. Women are more likely than men to abandon the site. (Have lots of ads on the site and can’t figure out why people are abandoning, this might be a reason, time to do some testing)

    It is not only the publishers who are negatively affected by the ad clutter but also are the advertiser’s products and services. 52.4% respondents has a less favorable opinion of an advertiser when their advertising appears on a web page they perceive as cluttered.

    A study by IDC shows that the users are less tolerant of Social Networking Services (SNS) advertising than other forms of online advertising. Ads on SNS have lower click-through rates than traditional online ads (on the Web at large, 79% of all users clicked on at least one ad in the past year, whereas only 57% of SNS users did), and they also lead to fewer purchases (Web: 23%; SNS 11%).


    Lack of ad effectiveness and slowing economy is making marketers cut their spending on Social Networking sites.

    Market research firm eMarketer has cut Social Network ad spending estimate for 2009 to $1.3 billion down from $1.8 billion it projected earlier. It has also lowered 2008 estimated from $1.2 billion from $1.4 billion.



    "As consumer usage of social networking sites continues to flourish, advertising has not kept pace," a release from eMarketer explained. "In 2008 and 2009, the recession will affect all forms of online ad spending, but experimental formats, such as the ones available on social networks, which cannot always demonstrate a proven return on investment, will be hit particularly hard."

    So what should Social Networking sites do? Charge customers for the using the site? Nope, that is not going to work either. A recent AdAge study showed that no matter how much consumers hate advertising but they are not even going to pay for their favorite sites.

    According to IDC Lower-than-average ad effectiveness on SNS will continue to contribute to slow ad sales unless publishers get users to do something beyond just communicating with others. If the major services succeed in doing so, they will become more like portals, such as Yahoo! or MSN, and they will come closer to the audience reach of the top services. If that happened, publishers would be better able to monetize their SNS.

    Side Note:


    eMarketer has also cut its overall online ad spending estimates

    It reduced 2008 to $23.6 billion from its August estimate of $24.9 billion. The online ad growth is still increasing and is expected to be 11.3 percent higher than 2007. In 2009 this increase will be 8.9 percent over 2008.
    Hardest hit is the display advertising, for which the growth rate estimate was cut from 16.9 percent to 3.9 percent. Search ads are expected to grow at 21.4 percent in 2008, its lowest level so far. Next year the search-ad growth rate should be at 14.9 percent, the company predicted, dropping to 10.4 percent in 2013.




    Comments?


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    Tuesday, 25 November 2008

    Facebook lost my Email Notification settings

    I got an email this morning from Facebook that they have lost my email notification settings. I did not believe that email, I thought it was a phishing email. I checked the url in the email and it seemed valid but for some reason I still could not believe it. “How can Facebook lose my email notifications? Not possible” I thought.




    I logged into Facebook and found the same message on the home page. So, the email was legit and Facebook had indeed lost my email preferences.



    It is very concerning to me. How can a company like Facebook lose data? Millions of people put a lot of data on Facebook and how can Facebook not keep proper safeguard to make sure data does not get lost and proper backups to restore the data. It is not clear if a programming error or human error cleared all the data or did somebody break into the database/file system and cleared it out. I am not sure if it was just me or others got affected as well?

    Did you receive similar message from Facebook?

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    Monday, 24 November 2008

    Motrin Ad Controversy - Who Gained from it?

    Last week there was a lot of uproar in the social media space about a Motrin Ad that caused Motrin to pull the ad within 2 days of launching it and post an apology on their site. Judging by this and the negative press it got, it seemed like a failure. However, in my last post I outlined few key measures to see if the ad was a success or a failure.

    As I expected, Motrin site saw a huge increase in traffic on its site. According to Compete Pro Motrin’s site saw a 10X increase in its Daily Reach on the Web, jumping from .002% to .02% in one day. That is a huge. An ad without a controversy would have not generated that kind of traffic. Motrin should send a big thank you and some motrins to #motrinmoms , a twitter group that started this whole controversy.


    Source: Compete Pro

    Note: 15th evening is when the ad went live and by 17th evening they pulled the ad and posted an apology.

    #motrinmoms, you were successful too because you got the ad pulled out and got an apology. Now go take some motrin to ease the pain caused by this ad, don’t forget to print a coupon at Motrin.

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    Thursday, 20 November 2008

    Was Motrin’s Baby Wearing Ad a Failure?

    Last week, Johnson & Johnson’s video ad for Motrin caused a lot of uproar in the media. There were a few moms, dads and media upset with this ad and voiced their opinions on blogs, twitter and other social media. But there were also many who voiced their opinion on the social media and said they did not see any issue with the ad. It was amazing to see how the negative voice of few people carried such a huge weight (as it does most of the time) that Motrin was forced to remove the ad and post an apology on the home page of Motrin.com.



    So should we say that this ad was a failure? It sure does seem like it, doesn’t it?
    However, in my opinion, there are several ways to look at it. Let’s look at various KPIs and see if the Motrin ad was a success or failure.

    1. Number of Video Views – I think this was huge, way more than Motrin or their agency ever imagined. If Motrin calculates the percentage increase in actual v/s anticipated video views of this Ad then I am pretty sure they will find it that this ad was a huge success. (Related Post, Video Analytics)



    2. Buzz created – Huge. A lot of buzz was created. The blogosphere, Twitter, Social Media, TV, Newspapers - everybody was talking about it. Honestly, I never even considered Motrin when I was looking for pain killers, but now I know it is another option made by Johnson and Johnson. Also, some people have told me why Motrin might be better than the other pain killers I have been taking.



    3. Buzz Sentiment – Yes, there was a lot of negative press about this ad that forced the ad out (there were a lot of positive sentiments as well) . I am not sure if opinions about an ad from Motrin would really impact Motrin’s brand image that much. A lot of people I talked to did not view this ad negatively, but also did not voice their opinion in any social media so their sentiments were not taken into account. Yes, all sentiment measures will show an issue, but is there really an issue with the product or was the issue just with an ad? If you just look at the buzz sentiment in isolation then this ad appears as a failure.



    4. Brand Awareness – A lot of people, like me, who never even considered the Motrin brand before, became aware of it. I think this is a huge positive.



    5. Change in visits to the site from pre-video launch- I am sure it was a great success. I am sure a lot of people went to the site to see what all the fuss was about and to read the apology by Motrin. The apology got the blogosphere and social media world buzzing again driving even more traffic to Motrin’s site.



    6. Change in Motrin Sales – This will really tell us if the ad and this backlash had any negative (or positive) impact in Motrin or not. As I asked above, was the backlash against Motrin, or just against the ad? If it was the ad then they apologized and took the ad away. The product “Motrin” did not have any negatives attached to it. As mentioned above, a lot of people might have to gone to the site. If you look on Motrin’s site there is a link on the top called “Special Offers”. You click on that link and get a coupon with the option to forward the page to a friend. I am sure that this increase in traffic would have resulted in an increase in coupons being printed and forwarded to a friend. This in return will possibly drive more sales. This seems like a success for Motrin.








    In the future when Motrin comes up with a new ad they’re automatically going to get some additional coverage. I think that also makes the Baby Wearing ad a success. Free publicity; what more can you ask for?

    So what do you think was it a success or a failure?


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    Friday, 14 November 2008

    Market and Optimize Responsibly

    We, the people in the business of marketing and optimization, know (I hope) that certain images, text, ad copy etc. work better than others in driving user to convert on our sites. We continuously test (A/B and Mult-variate) to see what works and what does not work for our visitors/customer on our sites and then optimize our sites/banners/emails etc. accordingly. In order to make users click we test headlines, text, testimonials etc. making certain claims about our services, and products in those headlines, ad copies, emails etc.

    In making those claims we need to think responsibly. We need to make sure that we do not go over broad and make false claims, promises or exaggerate the results. Yes, those claims might give you higher click through rates and higher conversions but there is one more KPI that you need to keep in mind i.e. the KPI that measures responsibility (both ethical and legal). We need to all think ethically and legally about all the claims we make. Think about how we will feel if another company made such claims and we fall for it, will we feel cheated or not? Think about the potential of lawsuits.

    Classmates.com is being sued for allegedly making false claims in their email. According to Media Post


    “The plaintiff, Anthony Michaels of San Diego county, alleges that he signed up for a free membership to the site last Christmas Eve, but then upgraded to a paid one after receiving e-mail ads stating that other schoolmates were trying to contact him. Those statements turned out to be false, according to the lawsuit.
    Michaels' lawyer, Brian Kabateck, said his client had no way of verifying whether his former schoolmates were actually seeking to contact him on the site, short of signing up for a one-year membership.
    "The e-mail said: 'So and so's trying to find you, and in order to hook up with him you have to join and become a gold member,'"


    Media Post further reports that Reunion.com also faces a lawsuit by members complaining about the site's marketing efforts. In that case, filed in federal district court in San Francisco, the members allege that Reunion.com sent e-mails that appeared to have come from specific friends, but were actually sent by the site.

    We might (or might now) find out if the claims by classmates were false or not. Either way this lawsuit provides a great lesson for the marketers - Market and Optimize Responsibly.

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    Thursday, 30 October 2008

    Relevancy Matters in Email Marketing

    Let's begin with a profile of a customer who received an email from a large retailer.

    Name: John S
    Site: MeetJohnSong.com
    Gender: Male
    Age Range: 40 -50
    Relationship: Married
    Location: Seattle, WA
    Profession: Executive in an Interactive and Technology Company
    Hobbies: Golf, Madden 09,
    Shopping Habits: Shops at Nordstorms.com, mostly interested in shoes and have borught a lot of them from Nordstorm.com. Also buys shirts, trousers and other male clothing items. Loyal customer at Nordstrom.com and Nordstrom for many years. Has an account online and login quite often when browsing.

    From what it sounds like he is a perfect customer for any male clothing items that Nordstorm wants to sell. He will be very keen to look at Nordstrom promotions. He has opted-in for an email from Nordstrom.

    Last week, John and I were talking about e-retailers, targeting (in particular Behavioral Targeting), personalization and product recommendations online. During our discussion he said “you have to see an email that I received from Nordstorm”. He forwarded me the email which is shown below:




    Now my questions to Nordstrom or other etailers who are sending similar emails is, “Why would you do that?” You have so much information on your customers (John in this case) why not use that information to power your emails?

    John was not annoyed with Nordstrom for this email(he is a huge fan of Nordstrom. Good for the brand.) but he was disappointed. He would probably have bought something if Nordstrom had sent something relevant to him in that email.

    Here is a customer waiting to convert and you are disappointing him with irrelevant emails? Why?

    Don't you want happy customers who are ready to open their wallet and give you money? Don’t waste your and his time with irrelevant emails send them relevant emails.

    Here are few ways to create relevancy in emails
    1. Use his browsing history to look at what has been looking at but has not bought yet – Target the correct promotion
    2. Use his past email click-though behavior to determine what might interest him
    3. Use his checkout funnel abandonment history to determine what to send in an email
    4. Use his past purchase history and make proper recommendations
    5. Use the frequency and recency of his visits to the site to determine when to send him a coupon and type of promotion
    6. If you do feel you have to send something unrelated to persons interest (e.g. provide him an opportunity to see what else you sell maybe lure him into buying something he might not have considered) then send it along with something relevant to him. E.g. send discount on women apparel along with some discount for men stuff
    7. If you don’t have anything relevant to send then don’t send an email. Consumers are bombarded with irrelevant emails every day, you need to stand out and make your email count so don’t send anything irrelevant


    Sending relevant emails is not rocket science. Most of the email tools/services have a way to send highly customized emails. You just have to explore them.

    Do you have examples of irrelevant emails or relevant emails that you would like to share? Send them to me.

    Comments? Questions?

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    Monday, 29 September 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.




    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.

    Thursday, 18 September 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.

    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?

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