Executive Summary: Using Offermatica.com for A/B split-testing
and Taguchi Method experiments, I was able to raise the
conversion rate in my newsletter subscription forms from 25% to
37%, enabling me to turn around a subscriber
erosion of 23% over 8 months.
One of the biggest issues facing me was to stop the
hemorrhaging of newsletter subscriptions from my Web Marketing
Today Free Edition. Over a 8-month period, from January to
August 2004, my list of active subscribers dropped 22.6% -- from
112,400 to 87,000. The main problem wasn't people unsubscribing
because they didn't like the content. I've always had some minor attrition this way, but
in the past new subscriptions had always
more than made up for losses. The main problem was three-fold: (1)
people changing e-mail addresses to get rid of overwhelming spam,
(2) bounces from spam filters that couldn't distinguish my
double-opt-in newsletter from spam, and (3) the increased use of
pop-up blockers. In the first three quarters of 2003, 75% of my
new subscribers came through a pop-up window that appeared 5
seconds after they came to any page of my website. But by the
first three quarters of 2004, less than half of my new
subscribers came through pop-up windows. The pop-up window
produced an approximate 3% subscription (conversion) rate,
compared to a 1.5% conversion rate for subscriptions from the
form at the bottom of the page.
In September it turned around. I began to slowly gain
subscribers again as a result of two main factors: (1) some help
from a co-registration program and (2) substantial help from
optimizing my on-site subscription forms that resulted in raising
my conversion rates 25% to 36%.
Co-registrations make up about 13% of my current new
subscribers. Not counting co-registration subscriptions, subscriptions from my website
itself are divided into subscribers from my pop-up window (43%)
and from a form at the bottom of each page (57%). I decided to
work at optimizing both of these subscription forms.
Choice of Offermatica
After studying all the split-testing tools available to small
to medium businesses, I had selected two best-of-breed tools: Vertster,
which redirects visitors to the test webpages, and Offermatica,
which displays the changed content into the actual webpages being
tested. (You can read reviews of various testing software
options in my e-book How
to Optimize Your Landing Pages Scientifically.) Vertster's redirect approach works fine to optimize
landing pages that aren't designed for search engine traffic. But
I needed to test elements that affect nearly every page of my
website -- without confusing search engine rankings of my
webpages with redirects. I needed the test content inserted into
these webpages, which is easily done with Offermatica's mBox
system that retrieves the changing content from Offermatica's
server using JavaScript calls on my webpages.
Subscription Form at Bottom of Page
The subscription form at the bottom of nearly every page in my
site is now the chief source of subscribers, but it was converting
only about 1.5% of visitors who saw it. If I could raise the
conversion rate, this would make a big difference. From early
studies on the pop-up subscription form it seemed that the
presence of a graphic showing the three free e-books that came
with a subscription tended to depress subscriptions. So I set up
a three-way split-test.
Subscription form (with e-books graphic) below the
sponsored links at the bottom of the page (default).
Subscription form (without e-books graphic) above
the sponsored links.
Subscription form (with e-books graphic) above the
sponsored links.
I ran the test from June 28 to July 10,
2004 and found that the best result was Configuration
C.
Apparently, the sponsored links between the end of an article and
the subscription form had the effect of distracting readers from
subscribing. The graphic of the e-books helped the subscription
rate (unlike my experience on the pop-up window described below).
On July 10 I ended the test and changed the configuration of my
webpages to Configuration C, with a 37.4% increase in conversion
(subscription) rate over the previous configuration -- a huge
result determined with a rather simple two-week test.
Visitors
Conversions
Conversion
Rate
Increase over default
% Confidence Level
A. Below sponsored links, includes 3 free e-books picture.
(default)
11,082
172
1.55%
default
99%
B. Above sponsored links, no picture
10,028
181
1.80%
16.1%
99%
C. Above sponsored links, includes 3 free e-book picture.
10,113
215
2.13%
37.4%
99%
Yellow Highlighting
However, not all tests yield such a spectacular result. With this same
subscription form in Configuration A (described above), I
experimented with and without yellow highlighter around the words
"includes 3 e-books"
-- expecting that the yellow
highlighter would attract the eye more effectively to a key
benefit of subscribing, increasing the subscription rate. I was
wrong. From June 22 to June 28, 2004, based on 15,000
visitors, no
statistically significant difference in conversion rate was
observed. To save clutter, I dropped the yellow highlighting.
Visitors
Conversions
Conversion Rate
Increase over default
Yellow highlight
7,626
154
2.02%
Not significant
No highlight (default)
7,594
153
2.01%
default
Taguchi Analysis of Pop-Up upon Entering Site WMT Subscription Box
At the same time as I was optimizing the subscription form at
the bottom of the page, I was studying how to optimize the
conversion (subscription) rate with the yellow-background pop-up
window that had served me well for several years -- and used to
account for 75% of my subscribers. Though pop-up blockers are
decreasing the number of visitors who see this form, it still
accounts for a significant number of subscriptions and boasts a
significantly higher conversion rate than the bottom-of-page
form.
Two staff members from Offermatica -- technical engineer Mark
Cyster and vice president Michael Carrier -- developed a series of
multivariate experiments using the Taguchi Method. This method was used to
reduce the number of experiments needed to
optimize the form. Four areas of the form were selected for
testing with
and without various features:
A drop-down menu requiring the subscriber's country
A graphic showing free e-books available to subscribers
A photo of me (Ralph Wilson)
The words "If you decide you want to get off this list
later, one click will unsubscribe you. Don't worry."
All but the last element were included in the
yellow-background pop-up window I had been using for more than a
year.
You can view both the original unoptimized pop-up subscription form
and the final optimized pop-up subscription form.
They don't look that much different, but the optimized window
gets a 25% higher conversion (subscription) rate. I had expected
the graphics to raise the conversion rate, thought the "easy
unsubscribe" line to help significantly, and asking for
country information to slightly depress conversion rates. Since the
results seemed counterintuitive, the test was run twice with the
same results. The first time from June 15-24, 2004 with 8,550
visitors and the second for 18 days,
from June 25-July 15, 2004 with 16,812 visitors. Analysis
for the second test is shown below:
The chart below shows which factors were most important
contributing the conversion rate either positively or negatively.
Factor D, "easy unsubscribe" text, didn't have enough
data to be statistically significant. When the pop-up window
subscription form was redesigned according to the results of these
tests, a 25% improvement was predicted.
Factor Included
Helped
Conversion
Hindered
Conversion
Contribution
of Factor
% Confidence Level
Include country dropdown menu
Significantly
35.0%
88%
Include free books picture
Significant
28.8%
86%
Include picture of Dr. Wilson
Mild
12.0%
71%
"Easy unsubscribe" text
Very mild
1.8%
34%
The graph below shows the percent contribution to the
conversion rate of the various factors tested.
Optimized Pop-Up Boxes Upon Entering and Upon Leaving
After optimizing the pop-up window with the yellow background, I experimented with an entirely new design -- a white background with a picture of several young marketers at the top. Then I compared these as windows that pop up 5 seconds after
first arriving at the site vs. windows that pop up upon leaving the site. One of these pop-up-upon-leaving windows included a short sound clip appealing
to the visitor to subscribe. Here's what I found with this test
that ran from July 30 to Sept 27, 2004: (Note: this doesn't add
up to total site visitors, since repeat visitors have a cookie
that keeps them from seeing the pop-up again.)
The graph below shows percent conversion rates for the various
options tested.
Event
Visitors
Conversions
Conversion Rate
Confidence Level
Pop-Up 5 seconds after Arrival
A. Optimized Yellow Bkg (default)
17562
661
3.76%
Not statistically different
B. New White Bkg
17560
643
3.66%
Not statistically different
Pop-Up upon Leaving Site
A. New White Bkg
10125
303
2.99%
95%
B. New White Bkg w. sound
10164
340
3.35%
95%
C. Optimized Yellow Bkg (default)
10201
356
3.49%
95%
The conclusions show an overall slightly better result for an initial pop-up over a pop-up upon leaving.
However, the difference between optimized pop-up (yellow background)
as an initial pop-up vs. a pop-up upon leaving is not
statistically significant with the amount of current data.
Sound seemed to increase the conversion rate significantly in the pop-up upon leaving scenario. It still remains to be seen if sound would help the optimized yellow background pop-up significantly upon leaving.
From these experiments I've learned that when visitors see something can make a
significant difference in how they respond to it. The same information when they arrive is more effective than when they leave.
I've also learned that what works best is not always intuitive --
even to people who have been doing web marketing for a long time.
Your situation will be different. But I hope that this case
study will help you see how to approach your problem. By all
means test!