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    Despite the numerous benefits, automated car wash businesses must also contend with competition and consumer expectations. The market is growing, and differentiating one’s wash services is vital to standing out. Many businesses have begun offering loyalty programs, discounts, or subscription models that incentivize repeat customers. Some even provide additional services, such as detailing, interior vacuuming, and waxing, to enhance the overall care experience. By innovating and embracing customer feedback, automated car washes can build a loyal clientele.


    To address these concerns, researchers must carefully consider the appropriateness of using metrics in their studiesmetric double ended studs. They should choose metrics that are relevant to the research question and that have been validated for use in similar contexts. Moreover, researchers should be transparent about their choices and acknowledge any potential limitations of their approach.