Like other casinos, Harrah’s previously extended offers to customers based primarily on observed gaming worth. Over the years, intuition-based beliefs—called Harrahisms—developed for what did and did not work with their marketing campaigns. Harrahisms were never tested. With WINet, the foundation was in place for a new, more scientific approach. Campaigns could be designed, tested, and the results retained for future use. This data-driven testing and learning approach is called “closed loop marketing” and is shown in Figure 5. Its goal is to learn how to influence positive changes in customer behavior. Harrah’s can learn what types of campaigns or treatments provide the highest net value.
Figure 5: The Closed-Loop Marketing Process
![](data:image/png;base64,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)
Closed-loop marketing begins with a definition of quantifiable marketing objectives, characteristics of the test procedure, and expected values of the customers selected for the test, who are divided into experimental and control groups. Based on what is already known about their gaming customers, the test campaign (customer treatment) is designed to provide the right offer and message at the right time. The selection of the customers and their treatments are based, in part, on Harrah’s Customer Relationship Lifecycle Model, which is shown in Figure 6. Customers are offered customized incentives designed to establish, strengthen, or reinvigorate the relationship depending on their positions on the customer lifecycle and the time since their last visit. For example, a new customer might have characteristics that suggest that the customer has high lifetime potential value. Harrah’s is likely to make an exceptionally generous offer to this customer in order to build a relationship. Or, an analysis of the customer data may reveal that a customer is “past due” to visit a Harrah’s casino based on their previous gambling history. This kind of customer is also likely to receive a targeted message and offer in order to reinvigorate the relationship.
F
igure 6: Harrah’s Customer Relationship Lifecycle Model
Each customer’s response to the campaign is tracked and analyzed in detail. Not only are response rates measured, but other metrics as well, such as revenues generated by the incentive and whether the incentive induced a positive behavior change (e.g., increased frequency of visit, profitability of the visit, or cross-play). Based on the net value of the campaign and its profitability relative to other campaigns, Harrah’s learns which incentives have the most effective influence on customer behavior or provide the best profitability improvement opportunities. This knowledge is used for continuous refinement of marketing approaches. Literally thousands of experiments of this kind have been conducted.
Several examples illustrate the use and value of closed-loop marketing. Two similar groups of frequent slot machine players from Jackson, Mississippi were identified for an experiment. Members of the first group were offered a marketing package of a free room, two steak dinners, and $30 in free chips at the Tunica casino. Members of the second group were offered $60 in chips. The second, more modest offer generated far more gambling, suggesting that Harrah’s was wasting money offering Jackson customers free rooms and meals. Subsequent offers in this market focused on free chips, and profits nearly doubled to $60 per person per trip.
Another test focused on a group of monthly players who Harrah’s thought could be induced to play more frequently because they lived nearby and displayed traits such as hitting slot machine buttons quickly (i.e., “high velocity” players). To entice them to return, Harrah’s sent them free cash and food offers that expired in two weeks. The group’s number of visits per month rose from 1.1 to 1.4.
The process and technologies that enable closed-loop marketing are shown in Figure 7.
F![](data:image/png;base64,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) igure 7: Technologies Enabling Closed-Loop Marketing
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