Keeping your customer data fresh and relevant is crucial for delivering personalized marketing campaigns that truly resonate. However, different situations require different approaches to bringing new or updated information into your marketing platform. This guide will explore two main methods—one-time and recurring data ingestion—to help you decide which is best for your campaigns.
One-Time Data Ingestion
What It Is
One-time data ingestion is perfect for quick, single-use updates. Marketers often use this approach when they want to add temporary or experiment-friendly data without setting up an ongoing process.
Why You'd Use It
- Testing & One-Off Campaigns: Trying out a new promotion or offer for a small segment? One-time ingestion lets you import a specialized list (e.g., users who signed up at an event) and run a short-term campaign.
- Dynamic Attributes for Single Campaigns: Suppose you want to feature a one-day discount code or highlight a nearby store’s opening. With one-time ingestion, you can rapidly add the relevant data, run your campaign, then move on.
- Unique Codes or Personal URLs: If you have limited-run discount codes or links for an exclusive event, one-time ingestion ensures those codes are available for immediate use in your messaging.
Key Benefit: Low overhead and rapid deployment. You can quickly get new attributes into your marketing system, test different ideas, and see immediate results.
Recurring Data Ingestion
What It Is
Recurring data ingestion is an ongoing process that automatically keeps your customer attributes current. It’s ideal for data points that change frequently—such as customer status or loyalty tiers—and need regular updates to stay relevant in campaigns.
Why You'd Use It
- Regular Updates to Dynamic Attributes: Think of attributes like “loyalty score,” “churn risk,” or “subscription status.” If these values change weekly or even daily, recurring ingestion ensures your messaging is always based on the latest information.
Supporting Business Changes: Whenever you introduce new products, promotions, or subscription options, recurring ingestion keeps your database in sync. This way, you don’t have to worry about manually updating large sets of data every time something changes.
Key Benefit: Consistency. Your campaigns will always use up-to-date data, improving targeting and personalization without requiring repeated manual uploads.
Important Considerations
- Timing
- Since data ingestion only updates customers already in your system, any new attributes you add won't be applied to customers imported later through a batch process. In other words, if you plan to update attributes for customers who are yet to be added, those updates won't affect them unless you change the process order.
- Quality over Quantity
- While loading all sorts of attributes can be tempting, focus on what really matters for your campaigns. Irrelevant or outdated data can lead to confusion for both marketers and the audience.
- When One-Time becomes Recurring
- Many teams start with a one-time approach for small campaigns or tests. If the same attributes prove useful in the long run (like recurring discount codes or frequent location-based promotions), you can switch to a recurring process.