Direct marketing campaigns are truly effective when you
precisely target customers likely to buy from you.
This is done by Profiling and Modeling prospects and clients.
This is done by Profiling and Modeling prospects and clients.
Dumb mass mailings are replaced with “surgical” campaigns
that market to specific customers with accuracy using technology that is now
available.
Today, it’s possible to collect an enormous amount of information about customers, but to use it effectively you use it in “profiling” and “modeling”.
Today, it’s possible to collect an enormous amount of information about customers, but to use it effectively you use it in “profiling” and “modeling”.
Both of these techniques are ways of applying external data
to possible clients.
They can be used to prospect for business or to zero-in on existing customers for your mailing.
The goal is to predict behavior based on what you know about your customers.
They can be used to prospect for business or to zero-in on existing customers for your mailing.
The goal is to predict behavior based on what you know about your customers.
These two methods are not mutually exclusive, and marketers
often use them together.
The difference is that profiling data is overlaid against an existing client database, and has a long life span.
It can be used for several mailings, and in contrast modeling is used to sharpen the focus of a specific mailing.
The difference is that profiling data is overlaid against an existing client database, and has a long life span.
It can be used for several mailings, and in contrast modeling is used to sharpen the focus of a specific mailing.
In profiling start with the premise that you don’t want to
deal with a customer segment, but rather an individual customer.
Break up your client segment into clients who share similar tastes and buying habits.
Then use demographic and behavioral information to create a useful snapshot of the customer.
Break up your client segment into clients who share similar tastes and buying habits.
Then use demographic and behavioral information to create a useful snapshot of the customer.
Begin to gather this information from your existing customer
database noting such things as frequency of purchases, buying habits, responses
to marketing offers, and repeat purchases.
Then start with your perceived prospects using alternate sources of data from purchased sources.
Use all this data to break your customers into clusters that share purchasing traits.
Then start with your perceived prospects using alternate sources of data from purchased sources.
Use all this data to break your customers into clusters that share purchasing traits.
Obviously, profiling and modeling add to the cost of your
mailing project. You may wonder why you shouldn’t just stick to the old method
of “recency-frequency-monetary” (RFM) analysis.
The reason is that for RFM to work effectively you need data on the client’s purchasing habits, and that’s the rub!
It only works for your existing customer and is of no use in finding potential clients.
The reason is that for RFM to work effectively you need data on the client’s purchasing habits, and that’s the rub!
It only works for your existing customer and is of no use in finding potential clients.
What makes profiling/modeling cost effective is found in
three current trends.
- Rising mailing costs.
- Computers able to compute mountains of data rapidly.
- Higher quality customer data available.
In the past, direct marketers could mail out 400,000
mailings to find a strong market of 40,000 (1 customer out of 10 mailings was
average).
The dramatic increase in the cost of paper and postage has made this practice prohibitively expensive.
The dramatic increase in the cost of paper and postage has made this practice prohibitively expensive.
Computers today are capable of doing millions of
computations per second.
This makes analyzing mountains of data possible and not unthinkable anymore.
This makes analyzing mountains of data possible and not unthinkable anymore.
Higher quality customer data is more available today, and
there are more sources available for obtaining it than ever before.
The result is that you can afford to do a lot of
number-crunching before you spend a penny on postage.
You can also weed out the useless names and mail only to your most likely prospects.
You can also weed out the useless names and mail only to your most likely prospects.
No comments:
Post a Comment
Note: If Your Comment Is Irrelevant Or Inappropriate, It Will Be Removed. The Views Expressed In The Comments Do Not Necessarily Represent That Of The Owner Of The Blog. For more information see terms of use and privacy policy link. Reach 0092348033451818 for more details. Thank you for visiting.