Platform: Enolytics DTC

Summary:

What it is: Suggested Recommendation Generated At shows the exact timestamp when the machine learning model created personalized product recommendations for customers, helping you track how current your recommendation data is.

How to use it:
• Filter to recent recommendation dates (last week or month) to ensure you're working with the most current customer predictions for email campaigns or outreach
• Compare recommendation performance across different generation dates to see how model accuracy changes over time and optimize your refresh schedule

Tip: Most wineries regenerate recommendations weekly or monthly - older timestamps might mean the predictions are based on outdated customer behavior or inventory levels.

Note: Parts of this article were generated with AI and may not be perfect. If something looks off or could be better, click the 😞 below — it opens a quick chat so you can let us know.

Quick Stats:

The date and time when the machine learning model scored this recommendation and generated the predictions. Use this timestamp to ensure you're working with fresh recommendations, as customer behavior and product availability change over time. Most wineries regenerate recommendations weekly or monthly to keep predictions current and relevant for outreach campaigns.

Suggested Next Purchase

Type: timestamp

Format: m/d/yyyy h:mm AM/PM