Campaign Effectiveness:
Running a successful campaign takes time, money, and effort. And after all of that, the question is: How to justify that our campaigns are effective?
Most of the people look at the sales figures to measure the campaign effectiveness. There’s a reason for focusing on sales figures because that's what creates revenue.
New sales are not the only sign of a campaign’s success. Different campaigns have different focuses. Certain campaign might not directly lead to an immediate increase in sales volume, it can still help us to grow our business through an increase in brand awareness.
Targeting:
Before running the campaign one should target the right set of the customer to improve the effectiveness and reduce the cost of the campaign. customer segmentation helps the business to identify the potential customer.
Customer Segmentation:
Often businesses have rule-based targeting, wherein they have some criteria for which they believe the customer would turn around.
They also use Machine Learning techniques to identify the right set of audience.
After identifying the target audience, personalized campaign is done for the customers.
Market Basket Analysis:
This helps managers to understand serve their customers by highlighting purchasing patterns. It shows what combinations of products are bought together.
These relationships can be useful for the managers to do cross-selling, recommendations, promotions, or even the placement of items on a menu or in a store.
