How to Choose Tools That Customize Online Shopping
So, the question is why have e-tailers been relatively slow to adopt personalization? Mulpuru says the answer is simple: During the past 10 years it was too complex and expensive to set up. Now, though, she cites a "renaissance" in the industry and says the following factors are making it easier for online sellers to use personalization:
- Cheaper deployment costs. There are are now tools based on a revenue share of incremental revenue generated through the recommendation engine, eliminating any upfront costs, which is naturally appealing to smaller e-businesses.
- Flexibility within the tools. One of the most common critiques of personalization tools used to be that they weren't flexible or adaptable on-the-fly. Given this well-known shortcoming, developers of the new generation of tools have addressed this issue, either work closely with clients to alter algorithms or to provide user interfaces where clients can affect rules independently. E-business executives report that companies such as Aggregate Knowledge and Certona respond very rapidly to client requests for change. Additionally, the fact that many of these solutions are software-as-a-service models enables them to offer flexibility.
- Time to focus on the "nice-to-haves." For years, e-tailers focused on basics such as zoom functionality or on-site search tools or even site analytics. The majority have now mastered these "must-have" tools and are now making forays into the next tier of products that employ more quantitative approaches, and personalization is one of these. In the past, companies matched product cross-sells on their sites manually. In fact, a Shop.org survey of nearly 200 online retailers executed by Forrester found that 77 percent of retailers executed cross-sells by hand. Thirty-seven percent of retailers, however, say that they will focus on automated product recommendations in 2008.
The Current Landscape
Next, the report does a good job of providing an overview of the current e-commerce personalization industry, which is complex due to the many different ways it can be accomplished. For instance, while some companies claim to simply help create cross-sells, others promise to make a homepage more effective. According to the study, despite the nuanced differences in all their approaches, there are "four key buckets" that e-commerce personalization tools fall into as outlined here in the report:
- Versioning tools. These tools typically personalize an experience by first defining segments of consumers and then serving up different iterations of key pages of Web sites (e.g., a homepage, checkout page or offer page). An example of such an execution would be showcasing different versions of a homepage to different visitors (e.g., new versus repeat) or different offers to different segments of consumers. In some unique situations, the data that informs the outputs can also be used across channels to create unique e-mail programs or even differentiated print campaigns for individual customers. As a result of their approach, these programs typically require extensive creative resources to support the various "versions" of an optimization campaign. For companies that want to slowly test what works first or want to carefully control their messaging, these tools can be extremely effective.
- Simple cross-sells. These tools take implicit and sometimes explicit data and simply place what they believe to be the most relevant "adjacencies" in a predefined box on a Web page. These are often low-complexity, inexpensive, easy-to-integrate and simple solutions that help to automate the tedious processes of Web site merchandising or cross-selling. Small to midsize e-tailers typically are the most active customers of these tools, and companies such as Avail Intelligence, Baynote, CleverSet and Loomia are solid providers of such solutions.
- Advanced cross-sells. These tools incorporate all of the features of simple cross-sells but also have the capability to push suggestions to other parts of a site (e.g., a homepage or outgoing e-mail programs). Advanced cross-sell solutions run the gamut from souped-up single-cross-sell solutions that can operate seamlessly in different areas of a Web site to more sophisticated solutions that create completely different navigation experiences for different customers. The key element that distinguishes advanced cross-sells is that they take outputs and feature them dynamically in a manner that is more than just "a box on a page."
- Interactive filtering solutions. Given the vast assortment of products available online, consumers are often overwhelmed by the process of finding an appropriate match for their needs. Interactive filtering tools ask consumers for specific inputs, usually by posing a series of questions and then matching responses based on their preferences. The key factor that differentiates these tools from the other e-commerce personalization tools is that consumers essentially "raise their hand" and say what sort of information they want, and companies work to provide specific data or products that meets those needs. Companies such as Zafu.com and Karmaloop.com employ interactive filtering tools particularly well.
How to Find the Right Fit
The report goes on to match which types of Web shops would perform best with what personalization tools. If you have lots of resources and a budget to dedicate to personalization engines, versioning tools and advanced cross-sell tools are recommended; if you have an extremely broad and complex inventory of products, simple cross-sell tools, advanced cross-sell and interactive filtering are recommended; and if you have the need to have close control/input of the content at your site, versioning tools, advanced cross-sell and interactive filtering models are best.
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