Behavioral Targeting With Attitude

  |  October 30, 2008   |  Comments

After using behavioral data to isolate a problem, consider taking these actions to find out why the problem's occurring.

In "Improve Your Ad Spend With Innovation," I discussed some simple ways to use landing page optimization with an A/B or multivariable test.

Today we'll look at behavioral targeting, which simply tells you what visitors do on a site. This step builds on your testing, because a basic A/B or multivariate test doesn't care how the visitor arrived on the page being tested or who that person is. Testing is about randomly serving different pages so you can measure whether a design improves a KPI (define). By adding behavioral targeting, you can fine-tune which page designs to serve up based on such factors as:

  • Where people go on the site

  • Which page drives them to request more information

  • How they enter a site

  • What the conversion rates are for key behaviors

  • At what point people abandon the purchase funnel

  • Which calls to action are most effective

Behavioral data sources include Web analytics tools, advertising-reporting tools, and other tools or software that report on user behaviors.

All these things do a good job of telling you what's happening on a site. It allows you to understand and aggregate data about a visitor's behaviors. It can even tell you how to segment users to maximize opportunities. With the current state of the world, quick answers that improve performance are top-of-mind for all of us.

You can use these behavioral measurements based on your overall KPIs to identify areas of opportunity where your site can be improved. You can hone in on the most promising possibilities; then examine other data types to deepen your understanding of the problem and suggest potential solutions.

Translation: You look like a rock star for saving your company time and money.

Behavioral data shows the impact a problem has on all visitors, not just a core sample. It's an unvarnished, unedited, macro view of site traffic patterns. On a site built to generate leads, for example, it may show that most visitors find a crucial contact form but quit before completing it. Behavioral data will give you the exact drop-off rate and the defectors' entry and exit routes. This is useful information.

Unfortunately, behavioral data won't tell you why so many people aren't completing the form or why they exit the site in a huff. (This is where the attitude comes in.)

After you use behavioral data to isolate a problem, move on to an attitudinal analysis. Surveys, follow-up e-mail messages, customer sessions, and feedback form submissions can often tell you why a problem is occurring. Perhaps the form is too long or visitors think it's too invasive. Perhaps the form is fine, but the copy in the link to it is misleading. Maybe the site doesn't offer enough orientation.

That's the logical side of things, the tactics and measures for taking action during these trying times. But let's not forget that the Web's about persuasion: persuading visitors to make a series of decisions. Persuasion, like advertising, is an art, not a science. Overanalyzing what we do can eliminate the creativity that fosters persuasiveness. It's imperative to consider attitudinal data, customer feedback, research, and competitive information, but don't create more anxiety for your team by getting into crazy minutia. Keep it simple.

To sum up our discussion: Behavioral and attitudinal data provide some key information on how your Web site is functioning, but it's up to you to use that data to create an ongoing optimization cycle. The optimization cycle includes setting goals, benchmarking, measuring progress toward your goals, and measuring the impact of your changes.

Once you've identified the potential ROI (define) of proposed changes, you can chart the information against industry standards and overall business goals for both the short and long term.

Translation: you've just given your company a short-term plan for the anxiety attack we're experiencing right now and a long-term goal that's calculated, direct, and easy to understand.

Next time, we'll discuss competitive data. And a warning: your competitors aren't perfect.

ClickZ Live Toronto Twitter Canada MD Kirstine Stewart to Keynote Toronto
ClickZ Live Toronto (May 14-16) is a new event addressing the rapidly changing landscape that digital marketers face. The agenda focuses on customer engagement and attaining maximum ROI through online marketing efforts across paid, owned & earned media. Register now and save!


Shane Atchison

In 1998, Shane co-founded ZAAZ to advocate a different approach to Web services — one that respects and delivers on the power of the individual and the promise of Web technologies. As CEO, Shane leads the company's long-term strategic vision of working with leading financial service organizations, consumer brands, startups, non-profits, and community-based organizations, helping each realize the potential of the Internet and its meaningful impact on their business.

COMMENTSCommenting policy

comments powered by Disqus

Get the ClickZ Analytics newsletter delivered to you. Subscribe today!



Featured White Papers

ion Interactive Marketing Apps for Landing Pages White Paper

Marketing Apps for Landing Pages White Paper
Marketing apps can elevate a formulaic landing page into a highly interactive user experience. Learn how to turn your static content into exciting marketing apps.

eMarketer: Redefining Mobile-Only Users: Millions Selectively Avoid the Desktop

Redefining 'Mobile-Only' Users: Millions Selectively Avoid the Desktop
A new breed of selective mobile-only consumers has emerged. What are the demos of these users and how and where can marketers reach them?


    • Contact Center Professional
      Contact Center Professional (TCC: The Contact Center) - Hunt ValleyLooking to join a workforce that prides themselves on being routine and keeping...
    • Recruitment and Team Building Ambassador
      Recruitment and Team Building Ambassador (Agora Inc.) - BaltimoreAgora,, continues to expand! In order to meet the needs of our...
    • Design and Publishing Specialist
      Design and Publishing Specialist (Bonner and Partners) - BaltimoreIf you’re a hungry self-starter, creative, organized and have an extreme...