Revenue Accelerations
Customer Acquisition Models
In today's economy, the goal of most businesses is to yield the
maximum revenue. Focusing on customer acquisition strategy has
become an important business imperative. When new customers are
acquired, you face the challenge of identifying and pursuing the
"right" prospects who could become your best customers.
Approach for building a Customer Acquisition Model
There is a wealth of information in your current customer base,
using which you can:
- Identify customers who are profitable and are contributing
towards your top line revenue.
- Identify the customers who are not contributing significantly
to your revenue.
- Identify the attributes that distinguished profitable customers
from the rest.
Before revisiting or designing your acquisition strategy, you
must draw this intelligence from the existing customer
base. You can simply segment your customers into profitable
and non-profitable groups, followed by collecting as much
information as available about both the sets. This information
can be collected and pieced together from internal and third party
sources. Some of this data might come from interviews/surveys with
prospects.
Once enough data is collected about your existing customers, the
next step is to build models that allow you to identify key
attributes, using regression models that will differentiate your
profitable customers from the rest in their spend or profit.
Building an Acquisition Model
How can we help?
We offer predictive analytics solutions for customer
acquisition which use customer data, transaction data and campaign
data to arrive at optimal acquisition strategies.
With this approach, the prospect list that you have is based on
science and you will have greater success in turning them into
profitable customers. Also, you can continue to improve the
classifiers and regression models by continuing to train the models
with new data. This way your acquisition strategy keeps up with
changes in data.
If you would like to know more about how we can help your
organization, click
here.