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Segmentation For Maximum Optimization

One of the most critical aspects of a testing and optimization is choosing proper segments. You can lump everything together, and run one test for your entire site, but the gains will be far less than if you were to run 3 or 4 tests, one for each segment you are interested.

You can segment on just about anything. One of the most obvious variables is pagetype. For example, if you run a blog, the front page may be structured different from your article pages, which might be different from your links page. Each of these pages might be able to comfortably fit a different amount of ad units (for example, your homepage might get one below each article, while your article pages might only have one on the right side). Even if you do have the same initial layout on all your pages, you will find out that the same exact ad unit will perform different on each page.

Another variable you can segment on is whether a user is logged in. Regular visitors behave differently than casual ones, so you you should treat them as such. Often, the best style for one set of visitors will not perform as well for another set.

Time of day, or day of week, is another thing you can split on. If your site is business oriented, you might see different types of users during regular work hours than on weekends. Weekend users might be better optimized for multiple units, while business users for a single precise unit.

The point is that you have a ton of information about your users, and you should use that information segment. Each of these segments may perform different, and you should optimize accordingly. Other ideas dr segmentation include:
Time on site
Browser type
Country of origin
IP
Users from Google
Category or topic of page

Not all sites will be able to segment on all of these variables easily. Also, some of these variables might or might not have a huge impact. But the point is that you should be testing as much as you can, and when performing your tests, you should break things down as granular as you can.

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Internet and Businesses Online


Internet and Businesses Online