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How to
Conduct Solid, Data-Driven
Conversion Research
MICHAEL AAGAARD
@Kissmetrics
#KissWebinar
@thuelmadsen
Thue is the Kissmetrics Webinar Wizard and Marketing
Ops Manager. Before joining forces with Kissmetrics, he
was a Lyft driver in SF, which is also how he ended up as
a KISSmetrics marketer. Whenever Thue is not trying to
automate everything around him, you can find him hiking
in the Sierras.
THUE MADSEN
Marketing Operations Manager, Kissmetrics
@ThueLMadsen
Michael Aagaard has spent the last 7 years in the
trenches helping businesses all over the world make
more money online. Today he oversees CRO at
Unbounce in Vancouver.
MICHAEL AAGAARD
Senior Conversion Optimizer, Unbounce
@ContentVerve
@unbounce
#KissWebinar
@ContentVerve
WATCH WEBINAR RECORDING NOW
@ContentVerve
@ContentVerve
@ContentVerve
Control: Treatment:
Type ZIP and city
A: Form with 9 fields
B: Form with 6 fields
@ContentVerve
A: Form with 9 fields
B: Form with 6 fields
@ContentVerve
Type ZIP and city
A: Form with 9 fields
B: Form with 6 fields
@ContentVerve
Type ZIP and city
✓ 4 full weeks of data
✓ 512 conversions
✓ 95% confidence level
A: Form with 9 fields
B: Form with 6 fields
14.23% drop in leads
@ContentVerve
Type ZIP and city
✓ 4 full weeks of data
✓ 512 conversions
✓ 95% confidence level
@ContentVerve
Highest interaction
@ContentVerve
Lowest interaction
Type ZIP and city
@ContentVerve
Highest drop-off
@ContentVerve
Moved to top
@ContentVerve
Tweaked label copy
Tweaked label copy
Type ZIP and city
@ContentVerve
Control: Treatment B:
Type ZIP and city
Type ZIP and city
A: Control (9 fields)
B: Variation (9 fields w/ tweaked labels)
@ContentVerve
Type ZIP and city
A: Control (9 fields)
B: Variation (9 fields w/ tweaked labels)
@ContentVerve
Type ZIP and city
A: Control (9 fields)
B: Variation (9 fields w/ tweaked labels)
✓ 4 full weeks of data
✓ 671 conversions
✓ 96% confidence level
@ContentVerve
Type ZIP and city
A: Control (9 fields)
B: Variation (9 fields w/ tweaked labels)
✓ 4 full weeks of data
✓ 671 conversions
✓ 96% confidence level
@ContentVerve
19.21% increase in leads
Type ZIP and city
14.23% drop in leads
@ContentVerve
19.21% increase in leads
Treatment A Treatment B
Type ZIP and city
14.23% drop in leads
@ContentVerve
19.21% increase in leads
Treatment A Treatment B
IT IS DIFFICULT TO SOLVE A
PROBLEM YOU DON’T
UNDERSTAND
Is there anything holding you from
doing conversion research?
Is there anything holding you from
doing conversion research?
1. Time
2. Client/Company Buy-In
3. Budget
4. Don’t know where to start
Expert Marketer’s
Magic Crystal Ball
SPLIT TESTING IS NOT AN EXCUSE
TO SKIP YOUR HOMEWORK!!!
DON’T THINK OF SPLIT TESTING
AS A RESEARCH TOOL
Landing
Page
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
Interaction
Step
PPC
Organic
Display
Email
Social
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
Interaction
Step
PPC
Organic
Display
Email
Social
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
Interaction
Step
PPC
Organic
Display
Email
Social
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
Interaction
Step
PPC
Organic
Display
Email
Social
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
Interaction
Step
PPC
Organic
Display
Email
Social
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
Interaction
Step
PPC
Organic
Display
Email
Social
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
PPC
Organic
Display
Email
Social
Desktop - Mobile - Tablet
Interaction
Step
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
PPC
Organic
Display
Email
Social
Desktop - Mobile - Tablet
Interaction
Step
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
PPC
Organic
Display
Email
Social
Desktop - Mobile - Tablet
Interaction
Step
Aagaard’s Custom LPO Report
Goal 1 (Completions) Goal 1 (Conversion Rate)
http://bit.ly/1QEX2gm
@ContentVerve
Goal 1 (Completions) Goal 1 (Conversion Rate)
/landing-page/1
/landing-page/2
/landing-page/3
/landing-page/4
/landing-page/5
- Look at Goal Completions & Goal Conversion Rate
- Be careful with low sample sizes (<100 = unreliable, > 250 = good, > 500 = great)
- Bounce Rate is good for comparing pages & performance
- What is the device mix?
- Compare Conversion Rate across devices
- Compare Bounce Rate across devices
Goal 1 (Completions) Goal 1 (Conversion Rate)
- Get into the individual channels
- Look at flow composition, where is everything coming from?
- Compare Bounce Rate & Conversion Rate for channels
- Traffic quality (high traffic low quality vice versa)
Goal 1 (Completions) Goal 1 (Conversion Rate)
- Look at proportion of New & Returning users
- Compare Conversion Rate & Bounce Rate
Goal 1 (Completions) Goal 1 (Conversion Rate)
Landing
Page
Performance
Across
Devices Performance
Across
Channels
Performance
Based on
User Type
Bounce
Rates
Traffic
Composition
Conversion
Rates
Sample
Sizes
Goal
Completions
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
PPC
Organic
Display
Email
Social
Desktop - Mobile - Tablet
Interaction
Step
Type URL structure
Write down number
of users
http://bit.ly/1KdiQdM
Basic Users / Page Report
@ContentVerve
1. Landing page (URL): 80,280 users
2. Form page (URL): 15,545 users
3. Success (URL): 4,599 users
@ContentVerve
0
22500
45000
67500
90000
Landing Page Sign-up Page Confirmation
Landing
Page
Sign-up
Page
Conf.
Page
@ContentVerve
0
22500
45000
67500
90000
Landing Page Sign-up Page Confirmation
Landing
Page
Sign-up
Page
Conf.
Page
-81%
-70%
@ContentVerve
0
22500
45000
67500
90000
Landing Page Sign-up Page Confirmation
Landing
Page
Sign-up
Page
Conf.
Page
-24%
-92%
@ContentVerve
Second Page: Where do users go
after they hit your landing page?
Ad
SERP
Banner
Email
Landing
Page
Conf. Page
PPC
Organic
Display
Email
Social
Desktop - Mobile - Tablet
Interaction
Step
1. What are the top 3 questions from potential
2. What do you answer when you get
3. Are there any particular aspects of X that people don’t
understand?
4. What aspects of X do people like the most/least?
5. Did I miss anything important? Got something to add?
Questions For Customer Success
@ContentVerve
0
20
40
60
80
No, here's why: Yes, I looked at: Not yet, but I'm going to look at:
Yes, I looked at:No, here’s why:
Not yet, but I’m
going to look at:
70%
17% 13%
-
-
-
-
-
-
-
-
Other Research Tools / Methods
SEE THROUGH THE
EYES OF YOUR USERS
DATA-DRIVEN
EMPATHY
- Andy Crestodina
@ContentVerve
Ad
Landing
Page
Conf. Page
PPC
Brand
Campaign
Desktop
Sign-Up
Ad
Landing
Page
Conf. Page
PPC
Brand
Campaign
Desktop
Sign-Up
Process
Ad
Landing
Page
Conf. Page
PPC
Brand
Campaign
Desktop
Sign-Up
ProcessX X
JadeLou
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
@ContentVerve
A: Control
B: Variation
✓ 4 full weeks of data
✓ 577 conversions
✓ 99% confidence level
@ContentVerve
A: Control
B: Variation
✓ 4 full weeks of data
✓ 577 conversions
✓ 99% confidence level
@ContentVerve
157.67% increase in CTR
A: Control
B: Variation
✓ 4 full weeks of data
✓ 577 conversions
✓ 99% confidence level
@ContentVerve
157.67% increase in CTR
52.23% increase in sign-ups
Is there anything holding you from
doing conversion research?
1. Time
2. Client/Company Buy-In
3. Budget
4. Don’t know where to start
Experts Marketer’s
Magic Crystal Ball
DO YOUR
HOMEWORK
LIKE A BOSS
Thanks for listening - YOU ROCK!!!
michael.aagaard@unbounce.com
MICHAEL AAGAARD
Senior Conversion Optimizer, Unbounce
@contentverve
michael.aagaard@kissmetrics.com
THUE MADSEN
Marketing Operations Manager, Kissmetrics
@ThueLMadsen
tmadsen@kissmetrics.com
Questions?

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