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When using a filename pattern for a File Drop Automation trigger, the import File Activity should use %%FILENAME_FROM_TRIGGER%% as the file name. This ensures that the import activity will use the same file name as the trigger, regardless of the date stamp or other variations

Removing nonessential data for marketing purposes, identifying and assigning appropriate keys to tie records together, and normalizing data and fields to prevent redundancy are the data preparations that should be made to retain high data quality in the new model. These steps will help reduce data storage costs, improve data integrity, and enable cross-channel personalization

Run Once schedule type and Winner evaluation are two settings that should be selected before the admin can configure the Holdback percentage. Path Optimizer is a feature that allows marketers to test different paths in a journey and select a winner based on a specific metric. To use Path Optimizer, the admin needs to select a schedule type of Run Once, which means the journey will run only once for a single batch of contacts. The admin also needs to select a winner evaluation, which determines how long the test will run and how the winner will be chosen. After selecting these settings, the admin can configure the Holdback percentage, which is the percentage of contacts that will not enter any path until a winner is selected

To use Einstein to recommend similar items to customers during the checkout process, NTO needs to add two types of code to their website: Collect Code and Conversion/Cart Code2. Collect Code tracks customer behavior and preferences on the website, while Conversion/Cart Code tracks purchases and cart additions2. Recommendation Code is used to display product recommendations on the website, not during the checkout process2. Email Conversion Code is used to track conversions from email campaigns, not from website visits2.