Posts Tagged ‘direct mail’

Wouldn’t it be great if you could find prospective buyers who are just like your best customers?

 Through a process called data mining it is possible to profile your existing customers and find similar characteristics that can then be used to find prospective buyers with the same characteristics.

What is list profiling?  This is when you take a list, and analyze it to find out more about those individuals on it. For example, you may profile a list of Marie Calendars customers and find out that 40% of their customer-base is over 60 years of age. This would help you to determine what type of list to purchase in the future to improve your results.

What is regression analysis (aka predictive modeling)? A statistical technique that finds the relationship between demographic variables in a list profile, and uses it to be able to produce a database of names predicted to have a higher than normal probability of becoming customers. How exactly does the Sir Speedy data mining system work? In the initial phase, we match the names and addresses in your database against data provided by the major compilers. We append a multitude of Consumer demographic as well as behavioral information and see how the uploaded list compares to its universe. In phase two, using sophisticated software, we not only check the statistical relevance of individual demographic and behavioral information but the occurrences of multiple conditions. So for example, someone between the age of 40 and 50 that is single, may be a great prospect, while those under age 40 but are married may also great prospects. It is how the information interacts with each other, more than how they stand up individually. How is it determined which combination of demographic or behavioral information works best? Computer programs will experiment with hundreds of thousands of combinations to find out which combinations work best. We use ‘genetic algorithms’ that allows different combinations of data to compete against each other until the best combination is found. Is there only one best combination? We use the computer technology to score the combinations in what is called a lift chart. The score is used to tell the relevance of its targeting vs. a non-targeted list. So a score of 5.5 means that our model predicts the prospect to be 5.5x more likely to respond than a list with no targeting, but only 10% better than a name scored with a 5. When purchasing a list, the customer will get an excel spreadsheet showing them the number of names available in each geographical region with varying scores. From the spreadsheet, they can easily pick the records they need. Does  predictive modeling always provide customers with the best possible list? Absolutely not. This is merely a tool that does an excellent job of finding prospects with a lot of similarities to the customer list uploaded. Also, remember that this analysis is only as good as the list provided. An old out-of-date list will get much worse results, than a list of fresh customers.

Using this list for direct mail will provide the kind of targeted approach that will yield new customers and increase the ROI of your next marketing campaign.

Give me a call at 303-799-4383 or email me at mike@sirspeedycentennial to discuss how we can expand your prospect lists.

Sir Speedy Centennial has been providing printing, copying, graphic design and e-marketing to the Denver comuunity for over thrity years.

Monday, August 16, 2010@ 4:15 PM

Author: Cyndie Shaffstall, author of The Small Business Guide to Winning at Web Marketing.

Whether you have an old customer list that you’ve accumulated over the years or you have just rented a list, list segmentation can provide you valuable insight into your customers’ behavior or preferences that should not be overlooked. The question is: how can you, as the business owner, accomplish this without breaking the bank? It’s easy.

Quick glossary:

List segmentation — the process of dividing your customer list or database into logical buying groups.

Targeted messaging — the process of creating messaging that specifically resonates with a person or group. For example, adding images  of sporting events to marketing messages being sent to men or images of fashion designs to marketing messages being sent to women.

Targeted landing page — a web page with content specifically targeting or engaging the visitor.

Analytics — the process of tracking, monitoring, and tallying the number customer reactions to a particular campaign.

Gathering lists

By way of example, let’s take a look at the fictional car dealership, Rocket Auto.

Rocket Auto has a customer list of previous buyers. They’re fortunate because in the buying process most customers completed a credit application that is chock full of valuable marketing data, such as age, gender, marital status, income level, and more.

There’s a second list: Rocket Auto asks every shopper to complete a buyer-profile card. For customers who do not actually buy, this is used as a follow-up tool. The profile card has a lot of the same information as would be found in a credit application, in fact, even more. When they survey customers, they also ask questions about the type of car for which they are shopping: is this a primary car, a secondary car, a luxury car, a car for the kid, and the like. This helps the salesperson keep an eye out for an appropriate vehicle if the customer leaves without making a purchase.

Segmenting a list

Like many businesses, Rocket Auto is lacking the understanding of how to use this data, so let’s take a look at one possibility.

The first part of the list segmentation is already done for them: buyers and shoppers (those who did not buy).

We’ll start with a campaign design. For their first foray into list segmentation, they will offer a buying credit of $2500 for which they will create two versions:

  1. Thank you for your business. (Thank You version, going to buyers.)
  2. Come see our new inventory. (New Inventory version, going to shoppers.)

The second segmentation effort will divide the two lists into logical buying groups. They’ll segment by gender, age, and income — it breaks down like this:

Group A: Men who earn less than $50k

Group B: Women who earn less than $50k

Group C: Men who earn more than $50k

Group D: Women who earn more than $50k

Group E: Men who earn more than $100k

Group F: Women who earn more than $100k

We can further segment it by age,

Ages 21-40

Ages 41-55

Age 55+

When we divide both lists as shown above, this makes a total of 24 versions: Thank You group A – F and New Inventory group A – F. While this may sound like a lot, Rocket Auto knows that targeting their messaging will improve their response rates. If Rocket Auto gains even two new customers because the message was appropriate for, and engaging to, the recipient, spending that extra time up front will have been well worth the effort.

Messaging and call to action

To appeal to these differant buying groups, Rocket Auto will change the graphics and the headline on each of the 24 versions of direct mail postcards, emails, and landing pages however the messaging will remain essentially the same.

Graphics are a very important part of any marketing message, so it is extremely important to give careful thought to the type of graphic that will appeal to each segment.

Note: Sir Speedy has a great deal of stock-images that are very affordable to create custom messaging for each group.

 In each marketing piece Rocket Auto is including a call to action (CTA). In these meassages the CTA will be, “Click here to print a voucher for $2500 off your next purchase”,  on emails or direct them to a personalized URL (PURL) on direct mail postcards.

email messaging

Rocket Auto will upload each of the list segments separately (naming them in way that they can easily figure out who is who). With the list imported,  Rocket Auto will upload the 24 creative on target emails and connects each to the appropriate list. A few quick previews and they are ready to send.

Rocket Auto has access to timely and accurate analytics once each email had been sent. Rocket Auto will be able to track who opened their email, who clicked on links, who unsubscribed, and more. (We’ll come back to this in a moment.)

Segmentation and Analytics, figure 1

Targeted landing pages

There are a number of marketing professionals that find no value in creating targeted landing pages, but I could not disagree more. A targeted landing page serves a number of purposes, but consider this: If Rocket Auto sends out 24 emails to a total of 25,000 people (the combined count of the two lists), and they send all visitors to their home page — even with great analytics software — they will have to manually figure out from which list each visitor came.

For tracking analytics, it’s far easier to create targeted landing pages and the custom messaging of each page will produce better results. By matching the design of the page to the email message, a targeted landing page and makes the visitor feel as though they’ve come to the right place.

A visitor should not have to wander around the home page trying to figure out what link to click to find the voucher. Also, if Rocket Auto put the voucher on their home page, any visitor would be able to print it. This would skew results and Rocket Auto would not know how successful their email campaign had been.

Rocket Auto’s targeted landing pages should use the same images, the same basic design, and the same content as their email. However, since a landing page provides so much more real estate, there is plenty of room to define offer details, add links to other pages within the site (called deep links), add links to other sites, create registration forms, and much more.

Add it all up

In doing the math, we now have two lists, 12 segments each (resulting in 24 emails), and 24 targeted landing pages. (You can gain even more if your email provides more than one link for the customer and each of those links also goes to a targeted landing page…but, I digress.)

With the list segmentation, emails designed, and targeted landing pages posted Rocket Auto is ready to send. The only thing left to do is sit back and wait for results.

When Rocket Auto reviews their analytic report, they are able to monitor:

  • How many have been sent (so far)
  • How many have bounced (and why)
  • How many of customers reported this email as spam
  • How many customers have opted out (asked not to receive future emails)
  • How many have been opened
  • How many have been forwarded
  • How many times a link has been clicked
  • Who clicked each link

Having uploaded each group into a separate email list, Rocket Auto has this information for each segment of both the Thank You list and of the New Inventory list. With a quick scan, Rocket Auto can easily see that male buyers between the ages of 41 – 55 and who make more than $100k, produced the best result in both campaigns and clicked through 45% of the time.

With that said, let’s go have a look at their targeted landing page results.

Target landing page analytics

Rocket Auto can track the analytics of a web page in the same way they tracked the analytics of an email. This is done using Google® Analytics.  With Google Analytics, Rocket Auto can monitor:

  • Number of visitors to each page
  • How long the visitor stayed on each page
  • Bounce rate (number of visitors who came to the site and left without visiting another page)
  • Total number of pages that were visited
  • Average number of pages that each visitor saw
  • What percentage of visitors are new to the site
  • From where in the world the traffic originated
  • What search phrases were used to find the page
  • And more

To use Google Analytics, Rocket Auto’s web-page designer embedded the unique code at the bottom of each of the targeted landing pages. Then, each time that page is displayed the tracking system will monitor all of the user’s actions. Google Analytics will even time how long the user stays on the page, and this can be important information.

Segmenting and analytics, figure 2Figure 2 Google Analytics is a web application that enables you to monitor the traffic at your web site, or any web site to which you have verifiable access.

If Rocket Auto send their visitors a link to a page that is laden with text, but the analytics show that the average user is spending less than five seconds on the page, Rocket Auto can assume that the visitor is not reading the message. On the other hand, if their average user spends 4.5 minutes on the page, it looks as though the messaging resonates with the visitor and they are spending the time to read it.

Putting it all together

At the campaign’s end, Rocket Auto has learned a great deal, such as:

  • 4.6% of the recipients went to the landing page and printed the voucher
  • 22% had brought the voucher in within one week,
  • 45% of those who redeemed the voucher were men over 41
  • 68% of the men who redeemed the voucher earned more than $100k per year

Here’s something else: Due to the segmenting effort they put in, Rocket Auto now has a clean list of men in that age group and of that income bracket that have received emails (whether or not they clicked, they did not opt out), which leaves them open to receiving additional offers. Rocket Auto is already queuing up a new sports-car campaign targeted specifically at these men.

What the campaign taught Rocket Auto overall is that spending marketing dollars on buyers that are under $40 and make less than $50k produced nearly no results. It’s pretty safe to bet that since they are buyers (they already made a recent purchase) with a limited income, they simply don’t have the money to add a second vehicle, even with a $2500 voucher. Perhaps they should wait for a year or two before sending them offers to save on their next vehicle.

Segmenting your list combined with targeted marketing and analytics will make you a better marketer. Sometimes the segments aren’t effective with a particular messaging. You might need to send several offers to the same segments in order to ferret out the real details about your customer, but no one needs a scientific study to tell them that messaging on a topic that they find interesting is more effective that bulk mail meant for the masses.

Sir Speedy Centennial can assist you with everything discussed her including list segmentation, creative design, delivery of your marketing message through many methods, direct mail, email and landing pages, analytics and campaign summary. We have been providing printing, copying and graphic design services to the Denver community for over thirty years.

Give us a call at 303-799-4383 or email us at mike@sirspeedycentennial.com to get started.