Predictive Analytics
Predictive analytics uses AI and machine learning to forecast future outcomes, trends, and behaviors based on historical data.
In marketing, predictive analytics can forecast which customers are most likely to make a purchase, churn, or respond to a specific campaign. It analyzes vast amounts of data to identify patterns and make informed predictions. For small businesses, this helps in making smarter decisions about marketing spend, inventory management, and customer retention by anticipating future needs and challenges.
Example
A local gym uses predictive analytics to identify members at high risk of canceling their memberships, allowing them to offer targeted incentives to retain them.