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Increasing User Engagement:
How one company tested its site navigation and increased
clickthrough by over 35%
We’re sharing on Twitter!
#WebClinic
#WebClinic
Ben Filip
Senior Manager,
Data Sciences
MECLABS Institute
Today’s speakers
Austin McCraw
Senior Director,
Content Production
MECLABS Institute
Taylor Kennedy
Senior Manager,
Optimization & Training
MECLABS Institute
#WebClinic
Experiment: Background
Background: A tourism commission seeking to enhance visitor interaction with its website
content in order to boost appeal for choosing its city over other destinations.
Goal: Test the site navigation to increase visitor engagement with key site content.
Primary Research Question: Which navigation type will increase site engagement?
Secondary Research Question: Which navigation type will lead to the highest lead generation
rate?
Test Design: A/B/C split test
Experiment ID: TP 11211
Record Location: MECLABS Research Library
Research Partner: (Protected)
#WebClinic
Experiment: Control
The Control has:
• Six main categories in the
navigation
• A drop-down structure with
numerous options under each
heading
• A relatively narrow pixel-width
compared to site header
*Anonymized
#WebClinic
Experiment: Treatment A
*Anonymized
In Treatment A, we:
• Utilized a new color to bring
contrast to the navigation
menu
• Reduced the number of
categories from six to four
• Increased the font size and
legibility of the navigation
#WebClinic
Experiment: Treatment B
*Anonymized
In Treatment B, we:
• Utilized a new color to bring
contrast to the navigation menu
• Reduced the number of categories
from six to three
• Increased the font size and
legibility of the navigation
• Employed images within the
navigation to communicate key
content groups (visual navigation)
#WebClinic
Experiment: Quick comparison
Audience Question:
Which navigation structure will increase site engagement?
?
*Anonymized
Treatment B
Control
Treatment A
#WebClinic
Design Clickthrough Rate Level of Confidence % Relative Change
Control 19.39% ---
Treatment A 26.26% 99% 35.39%
Treatment B 19.58% 55% 0.99%
Experiment: Results
Relative increase in navigation CTR35%Treatment A resulted in a 35.39% relative increase in navigation clickthrough rate.
#WebClinic
Design Pages/Unique Visitors Level of Confidence % Relative Change
Control 3.57 ---
Treatment A 3.75 89% 5.05%
Treatment B 3.63 55% 0.99%
Experiment: Results
No difference in pageviews per visitor
There was no statistical difference in the number of pages viewed per unique visitor.
*Percent relative change and LOC numbers calculated from raw unique visitor and pageview data.
#WebClinic
Design Pages/Unique Visitors Level of Confidence % Relative Change
Control 3.57 ---
Treatment A 3.75 89% 5.05%
Treatment B 3.63 55% 0.99%
No difference in Page Views per Visitor
There was no statistical difference in the number of pages viewed per Unique Visitor
*Percent relative change and LOC numbers calculated from raw unique visitor and pageview data
How do we determine what constitutes
meaningful engagement?
#WebClinic
Today’s metric overload
#WebClinic
Today, we are going to help you define
meaningful engagement and walk you
through three tactics for helping you boost
engagement on your site.
Meaningful engagement
#WebClinic
What is “meaningful engagement”?
1. Engagement – First, we must understand that the term “engagement” is a
noun that represents an action set. At its essence, engagement is the
fundamental relationship between the subject (the who?) and the predicate
(the what?).
2. Meaningful – Next, we must understand that in order to be considered
“meaningful,” the relationship between the subject and the object must
inform you about the behavior of the visitor on your site (the why?).
“Meaningful Engagement”
#WebClinic
Example: BuzzFeed
BuzzFeed’s Stated Objective:
“To provide the most shareable
breaking news, original reporting,
entertainment and video across the
social web to a global audience”
#WebClinic
Example: BuzzFeed
*Anonymized
Who: Visitors
What: Pageviews per session
(average page depth).
The Why: The visitor is (or is
not) interested in the type of
content.
#WebClinic
Example: BuzzFeed
*Anonymized
Who: Visitors
What: Video events per
unique visitor.
The Why: The visitor does (or
does not) value video as a
medium of communication.
#WebClinic
Example: BuzzFeed
*Anonymized
Who: Visitors
What: Social interaction per
page (story).
The Why: The content is (or is
not) relevant to the
motivations of the visitor.
Enables better targeting for
additional content
or advertising.
#WebClinic
Example: BuzzFeed
*Anonymized
Who: Visitors
What: Social interaction per
page (story)
The Why: The content is (or is
not) relevant to the
motivations of the visitor.
Enables better targeting for
additional content
or advertising.
The goal is not to discover metrics with
meaning, but rather to discover the meaning in
the metrics. The value in metrics is not the
“what.” It is the “why.”
#WebClinic
Metrics to focus on:
• Number of unique visits
• Frequency of visit
• Recency of visit
• Depth of visit
• Time on site
• Bounce rate (inverse)
• Avg. time on page
• Open rate
• Etc.
Common “engagement” metrics
Metrics to focus on:
• Click tracking for key
on-page elements
• Comments
• Email sign-ups
• Feed subscribes
• Chats
• Social followers
• Likes, +1’s
• Clickthrough
• Etc.
Metrics to focus on:
• Total conversions
• Lead submissions
• Social shares
• Retweets
• Contact initiations
• Direct references
• Back-links
• Etc.
Interested
in Content
Interactive
with Content
Influenced
by Content
1 2 3
#WebClinic
How can we optimize our website to
increase these kind of engagement
metrics?
?
#WebClinic
Tactic #1:
Actively curate your content
#WebClinic
Experiment: Background
Background: A tourism commission seeking to enhance visitor interaction with their website
content in order to boost appeal for choosing their city over other destinations.
Goal: Test the site navigation to increase visitor engagement with key site content.
Primary Research Question: Which navigation type will increase site engagement?
Secondary Research Question: Which navigation type will lead to the highest lead generation
rate?
Test Design: A/B/C split test
Experiment ID: TP 11211
Record Location: MECLABS Research Library
Research Partner: (Protected)
#WebClinic
Experiment: Control
• Navigation increases friction by
including an almost-overwhelming
amount of options.
• As marketers, we must determine
which content or category of
content is most valuable to the
visitor.
*Anonymized
#WebClinic
Experiment: Treatment creation
• To create each treatment, our
research team used analytics
data to identify the most popular
content on the site.
*Anonymized
#WebClinic
Experiment: Treatments
*Anonymized
Treatment A
Treatment B
• Primary navigation tabs were
streamlined based upon visitor
interaction data with site content
over a calendar year.
• The most engaged-with category
content and secondary content were
prioritized and emphasized, while
less popular content was removed in
order to reduce friction.
#WebClinic
Design Clickthrough Rate Level of Confidence % Relative Change
Control 19.39% ---
Treatment A 26.26% 99% 35.39%
Treatment B 19.58% 55% 0.99%
Experiment: Results
Relative increase in navigation CTR35%Treatment A resulted in a 35.39% relative increase in navigation clickthrough rate.
#WebClinic
F
Design Lead Gen Rate Level of Confidence % Relative Change
Control 1.01% ---
Treatment A 1.36% 99% 34.93%
Treatment B 1.19% 91% 18.67%
Experiment: Results
Relative increase in total leads34%Treatment A resulted in a 34.93% relative increase in total leads.
What you need to understand:
Navigation content was curated based upon visitor behavior with the control nav.
#WebClinic
F
Design Lead Gen Rate Level of Confidence % Relative Change
Control 1.01% ---
Treatment A 1.36% 99% 34.93%
Treatment B 1.19% 91% 18.67%
Experiment: Results
Relative increase in total leads34%Treatment A resulted in a 34.93% relative increase in total leads
What you need to understand:
Navigation content was curated based upon visitor behavior with the control nav.
Do not simply rely on your marketer’s intuition to
determine which content is valuable to your visitors.
Actively leverage existing “interest” data to deliver
the most relevant content to your visitors.
#WebClinic
Tactic #2:
Clarify the presentation of your
content
#WebClinic
Experiment: Background
Background: Dr. McGlaughlin's personal website, which utilizes email to increase viewership
and audience engagement.
Goal: To utilize responsive email to increase audience engagement with email sends.
Research Question: Which email type will generate the highest read rate?
Test Design: A/B split test
Experiment ID: Internal
Record Location: MECLABS Research Library
Research Partner: FlintsNotes.com
#WebClinic
Experiment: Control
• The copy of the email is barely
legible on mobile phones,
requiring excessive resizing by the
recipient.
• Is this the ideal experience for a
message type that is supposed to
be read?
#WebClinic
Experiment: Treatment
• The treatment utilizes a responsive
format that simplifies the
presentation of the core email
component — the message.
• Font size automatically adjusts to the
screen width of the mobile device.
• Secondary elements are moved into
the single column and remain at the
bottom of the email.
#WebClinic
Experiment: Side-by-side comparison
Control Treatment
#WebClinic
Design Read Rate % Relative Change
Control 55.67%
Treatment 72.33% 29.9%
Experiment: Results
Relative increase in read rate29%The Treatment resulted in a 29.9% relative increase in email read rate.
#WebClinic
Design Read Rate % Relative Change
Control 55.67%
Treatment 72.33% 29.9%
Experiment: Results
Relative increase in read rate29%The treatment resulted in a 29.9% relative increase in email read rate
Having relevant content is not enough. We must
learn to not only optimize the essence (focus) of our
content, but also it’s expression (form).
#WebClinic
Tactic #3:
Connect your content to the
next logical action
#WebClinic
Experiment: Background
Background: Migraine Treatment Centers of America offers an innovative long-term
migraine treatment solution to people suffering from migraines.
Goal: To increase leads from the microsite.
Primary Research Question: Which value exchange strategy will result in a higher
conversion rate?
Approach: A/B multifactor split
Experiment ID: TP 1560
Record Location: MarketingExperiments Research Library
Research Partner: Migraine Treatment Centers of America
Research Notes:

#WebClinic
Experiment: Control
• There are several things wrong
with this Control, but one of the
biggest problems is that this site
does not effectively connect the
momentum created by its
content to the next logical step.
• There are CTAs on the site, but
they are disconnected from
content. There is content on the
site, but it is disconnected from
the CTAs.
Control: Site Map
#WebClinic
Experiment: Treatment
Notice a few key things in the
Treatment:
• The site is not simply organized
by content types, but rather by
action-oriented engagement.
• The main CTA is now directly
connected to the momentum
created by the content.
#WebClinic
Control Treatment
Experiment: Side-by-side
#WebClinic
Experiment: Results
Design Read Rate % Relative Change
Control 1.167%
Treatment 7.0% 330.6%
Relative increase in lead rate331%The Treatment generated 330.6% more conversions than the Control.
#WebClinic
Experiment: Results
Design Read Rate % Relative Change
Control 1.167%
Treatment 7.0% 330.6%
Relative increase in Lead rate331%The Treatment generated 330.6% more conversions than the ControlThe goal of all marketing is to influence choice.
Every piece of content on your site should clearly
lead the visitor to the next logical step in the
cognitive journey.
#WebClinic
Maximizing subscription revenue
Tactics for Increasing Engagement:
1. Actively curate your content: Do not simply rely on your marketer’s intuition to determine
which content is valuable to your visitors. Actively leverage existing “interest” data to
deliver the most relevant content to your visitors.
1. Clarify your presentation: Having relevant content is not enough. We must learn to not
only optimize the essence (focus) of our content, but also it’s expression (form).
2. Connect your content to the next logical action: The goal of all marketing is to influence
choice. Every piece of content on your site should clearly lead the visitor to the next logical
step in the cognitive journey.
#WebClinic
Live optimization
#WebClinic
Live Optimization: Scottrade
Primary Audience: Prospective customers
of Scottrade investment products.
Page Purpose: Open a Scottrade
investment account.
Top of Page
Middle of Page
#WebClinic
Live Optimization: Skillsera
Primary Audience: Visitors looking to
enhance their career skills using online
training.
Page Purpose: Request more information
on a specific training or certification.
Homepage
#WebClinic
Live Optimization: Medgate
Primary Audience: Prospects interested in
more information around safety
management software.
Page Purpose: Request more information
directly via phone or contact form.
Services Page
#WebClinic
Live Optimization: Strayer University
Primary Audience: Visitors searching for
online education services.
Page Purpose: Obtain contact and other
important information about prospective
students.
Landing Page
#WebClinic
Live Optimization: Home Science Tools
Primary Audience: Visitors searching for
safe, accessible science tools and materials.
Page Purpose: Purchase science
equipment.
Top of Page
Bottom of Page
#WebClinic
Interested in optimizing your online business?
MECLABS conducts rigorous experiments in the new science of optimization. We
apply our discoveries to help leaders optimize the financial performance of
their sales and marketing programs.
Learn more about how you may be a fit
for a MECLABS Research Partnership:
• Select Research Partnership
Opportunities on the post-webinar
survey
• Contact us directly:
info@MECLABS.com
1-877-635-0565
x

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Increasing User Engagement: How one company tested its site navigation and increased clickthrough by over 35%

  • 1. Increasing User Engagement: How one company tested its site navigation and increased clickthrough by over 35%
  • 2. We’re sharing on Twitter! #WebClinic
  • 3. #WebClinic Ben Filip Senior Manager, Data Sciences MECLABS Institute Today’s speakers Austin McCraw Senior Director, Content Production MECLABS Institute Taylor Kennedy Senior Manager, Optimization & Training MECLABS Institute
  • 4. #WebClinic Experiment: Background Background: A tourism commission seeking to enhance visitor interaction with its website content in order to boost appeal for choosing its city over other destinations. Goal: Test the site navigation to increase visitor engagement with key site content. Primary Research Question: Which navigation type will increase site engagement? Secondary Research Question: Which navigation type will lead to the highest lead generation rate? Test Design: A/B/C split test Experiment ID: TP 11211 Record Location: MECLABS Research Library Research Partner: (Protected)
  • 5. #WebClinic Experiment: Control The Control has: • Six main categories in the navigation • A drop-down structure with numerous options under each heading • A relatively narrow pixel-width compared to site header *Anonymized
  • 6. #WebClinic Experiment: Treatment A *Anonymized In Treatment A, we: • Utilized a new color to bring contrast to the navigation menu • Reduced the number of categories from six to four • Increased the font size and legibility of the navigation
  • 7. #WebClinic Experiment: Treatment B *Anonymized In Treatment B, we: • Utilized a new color to bring contrast to the navigation menu • Reduced the number of categories from six to three • Increased the font size and legibility of the navigation • Employed images within the navigation to communicate key content groups (visual navigation)
  • 8. #WebClinic Experiment: Quick comparison Audience Question: Which navigation structure will increase site engagement? ? *Anonymized Treatment B Control Treatment A
  • 9. #WebClinic Design Clickthrough Rate Level of Confidence % Relative Change Control 19.39% --- Treatment A 26.26% 99% 35.39% Treatment B 19.58% 55% 0.99% Experiment: Results Relative increase in navigation CTR35%Treatment A resulted in a 35.39% relative increase in navigation clickthrough rate.
  • 10. #WebClinic Design Pages/Unique Visitors Level of Confidence % Relative Change Control 3.57 --- Treatment A 3.75 89% 5.05% Treatment B 3.63 55% 0.99% Experiment: Results No difference in pageviews per visitor There was no statistical difference in the number of pages viewed per unique visitor. *Percent relative change and LOC numbers calculated from raw unique visitor and pageview data.
  • 11. #WebClinic Design Pages/Unique Visitors Level of Confidence % Relative Change Control 3.57 --- Treatment A 3.75 89% 5.05% Treatment B 3.63 55% 0.99% No difference in Page Views per Visitor There was no statistical difference in the number of pages viewed per Unique Visitor *Percent relative change and LOC numbers calculated from raw unique visitor and pageview data How do we determine what constitutes meaningful engagement?
  • 13. #WebClinic Today, we are going to help you define meaningful engagement and walk you through three tactics for helping you boost engagement on your site. Meaningful engagement
  • 14. #WebClinic What is “meaningful engagement”? 1. Engagement – First, we must understand that the term “engagement” is a noun that represents an action set. At its essence, engagement is the fundamental relationship between the subject (the who?) and the predicate (the what?). 2. Meaningful – Next, we must understand that in order to be considered “meaningful,” the relationship between the subject and the object must inform you about the behavior of the visitor on your site (the why?). “Meaningful Engagement”
  • 15. #WebClinic Example: BuzzFeed BuzzFeed’s Stated Objective: “To provide the most shareable breaking news, original reporting, entertainment and video across the social web to a global audience”
  • 16. #WebClinic Example: BuzzFeed *Anonymized Who: Visitors What: Pageviews per session (average page depth). The Why: The visitor is (or is not) interested in the type of content.
  • 17. #WebClinic Example: BuzzFeed *Anonymized Who: Visitors What: Video events per unique visitor. The Why: The visitor does (or does not) value video as a medium of communication.
  • 18. #WebClinic Example: BuzzFeed *Anonymized Who: Visitors What: Social interaction per page (story). The Why: The content is (or is not) relevant to the motivations of the visitor. Enables better targeting for additional content or advertising.
  • 19. #WebClinic Example: BuzzFeed *Anonymized Who: Visitors What: Social interaction per page (story) The Why: The content is (or is not) relevant to the motivations of the visitor. Enables better targeting for additional content or advertising. The goal is not to discover metrics with meaning, but rather to discover the meaning in the metrics. The value in metrics is not the “what.” It is the “why.”
  • 20. #WebClinic Metrics to focus on: • Number of unique visits • Frequency of visit • Recency of visit • Depth of visit • Time on site • Bounce rate (inverse) • Avg. time on page • Open rate • Etc. Common “engagement” metrics Metrics to focus on: • Click tracking for key on-page elements • Comments • Email sign-ups • Feed subscribes • Chats • Social followers • Likes, +1’s • Clickthrough • Etc. Metrics to focus on: • Total conversions • Lead submissions • Social shares • Retweets • Contact initiations • Direct references • Back-links • Etc. Interested in Content Interactive with Content Influenced by Content 1 2 3
  • 21. #WebClinic How can we optimize our website to increase these kind of engagement metrics? ?
  • 23. #WebClinic Experiment: Background Background: A tourism commission seeking to enhance visitor interaction with their website content in order to boost appeal for choosing their city over other destinations. Goal: Test the site navigation to increase visitor engagement with key site content. Primary Research Question: Which navigation type will increase site engagement? Secondary Research Question: Which navigation type will lead to the highest lead generation rate? Test Design: A/B/C split test Experiment ID: TP 11211 Record Location: MECLABS Research Library Research Partner: (Protected)
  • 24. #WebClinic Experiment: Control • Navigation increases friction by including an almost-overwhelming amount of options. • As marketers, we must determine which content or category of content is most valuable to the visitor. *Anonymized
  • 25. #WebClinic Experiment: Treatment creation • To create each treatment, our research team used analytics data to identify the most popular content on the site. *Anonymized
  • 26. #WebClinic Experiment: Treatments *Anonymized Treatment A Treatment B • Primary navigation tabs were streamlined based upon visitor interaction data with site content over a calendar year. • The most engaged-with category content and secondary content were prioritized and emphasized, while less popular content was removed in order to reduce friction.
  • 27. #WebClinic Design Clickthrough Rate Level of Confidence % Relative Change Control 19.39% --- Treatment A 26.26% 99% 35.39% Treatment B 19.58% 55% 0.99% Experiment: Results Relative increase in navigation CTR35%Treatment A resulted in a 35.39% relative increase in navigation clickthrough rate.
  • 28. #WebClinic F Design Lead Gen Rate Level of Confidence % Relative Change Control 1.01% --- Treatment A 1.36% 99% 34.93% Treatment B 1.19% 91% 18.67% Experiment: Results Relative increase in total leads34%Treatment A resulted in a 34.93% relative increase in total leads. What you need to understand: Navigation content was curated based upon visitor behavior with the control nav.
  • 29. #WebClinic F Design Lead Gen Rate Level of Confidence % Relative Change Control 1.01% --- Treatment A 1.36% 99% 34.93% Treatment B 1.19% 91% 18.67% Experiment: Results Relative increase in total leads34%Treatment A resulted in a 34.93% relative increase in total leads What you need to understand: Navigation content was curated based upon visitor behavior with the control nav. Do not simply rely on your marketer’s intuition to determine which content is valuable to your visitors. Actively leverage existing “interest” data to deliver the most relevant content to your visitors.
  • 30. #WebClinic Tactic #2: Clarify the presentation of your content
  • 31. #WebClinic Experiment: Background Background: Dr. McGlaughlin's personal website, which utilizes email to increase viewership and audience engagement. Goal: To utilize responsive email to increase audience engagement with email sends. Research Question: Which email type will generate the highest read rate? Test Design: A/B split test Experiment ID: Internal Record Location: MECLABS Research Library Research Partner: FlintsNotes.com
  • 32. #WebClinic Experiment: Control • The copy of the email is barely legible on mobile phones, requiring excessive resizing by the recipient. • Is this the ideal experience for a message type that is supposed to be read?
  • 33. #WebClinic Experiment: Treatment • The treatment utilizes a responsive format that simplifies the presentation of the core email component — the message. • Font size automatically adjusts to the screen width of the mobile device. • Secondary elements are moved into the single column and remain at the bottom of the email.
  • 35. #WebClinic Design Read Rate % Relative Change Control 55.67% Treatment 72.33% 29.9% Experiment: Results Relative increase in read rate29%The Treatment resulted in a 29.9% relative increase in email read rate.
  • 36. #WebClinic Design Read Rate % Relative Change Control 55.67% Treatment 72.33% 29.9% Experiment: Results Relative increase in read rate29%The treatment resulted in a 29.9% relative increase in email read rate Having relevant content is not enough. We must learn to not only optimize the essence (focus) of our content, but also it’s expression (form).
  • 37. #WebClinic Tactic #3: Connect your content to the next logical action
  • 38. #WebClinic Experiment: Background Background: Migraine Treatment Centers of America offers an innovative long-term migraine treatment solution to people suffering from migraines. Goal: To increase leads from the microsite. Primary Research Question: Which value exchange strategy will result in a higher conversion rate? Approach: A/B multifactor split Experiment ID: TP 1560 Record Location: MarketingExperiments Research Library Research Partner: Migraine Treatment Centers of America Research Notes: 
  • 39. #WebClinic Experiment: Control • There are several things wrong with this Control, but one of the biggest problems is that this site does not effectively connect the momentum created by its content to the next logical step. • There are CTAs on the site, but they are disconnected from content. There is content on the site, but it is disconnected from the CTAs. Control: Site Map
  • 40. #WebClinic Experiment: Treatment Notice a few key things in the Treatment: • The site is not simply organized by content types, but rather by action-oriented engagement. • The main CTA is now directly connected to the momentum created by the content.
  • 42. #WebClinic Experiment: Results Design Read Rate % Relative Change Control 1.167% Treatment 7.0% 330.6% Relative increase in lead rate331%The Treatment generated 330.6% more conversions than the Control.
  • 43. #WebClinic Experiment: Results Design Read Rate % Relative Change Control 1.167% Treatment 7.0% 330.6% Relative increase in Lead rate331%The Treatment generated 330.6% more conversions than the ControlThe goal of all marketing is to influence choice. Every piece of content on your site should clearly lead the visitor to the next logical step in the cognitive journey.
  • 44. #WebClinic Maximizing subscription revenue Tactics for Increasing Engagement: 1. Actively curate your content: Do not simply rely on your marketer’s intuition to determine which content is valuable to your visitors. Actively leverage existing “interest” data to deliver the most relevant content to your visitors. 1. Clarify your presentation: Having relevant content is not enough. We must learn to not only optimize the essence (focus) of our content, but also it’s expression (form). 2. Connect your content to the next logical action: The goal of all marketing is to influence choice. Every piece of content on your site should clearly lead the visitor to the next logical step in the cognitive journey.
  • 47. #WebClinic Live Optimization: Scottrade Primary Audience: Prospective customers of Scottrade investment products. Page Purpose: Open a Scottrade investment account. Top of Page Middle of Page
  • 48. #WebClinic Live Optimization: Skillsera Primary Audience: Visitors looking to enhance their career skills using online training. Page Purpose: Request more information on a specific training or certification. Homepage
  • 49. #WebClinic Live Optimization: Medgate Primary Audience: Prospects interested in more information around safety management software. Page Purpose: Request more information directly via phone or contact form. Services Page
  • 50. #WebClinic Live Optimization: Strayer University Primary Audience: Visitors searching for online education services. Page Purpose: Obtain contact and other important information about prospective students. Landing Page
  • 51. #WebClinic Live Optimization: Home Science Tools Primary Audience: Visitors searching for safe, accessible science tools and materials. Page Purpose: Purchase science equipment. Top of Page Bottom of Page
  • 52. #WebClinic Interested in optimizing your online business? MECLABS conducts rigorous experiments in the new science of optimization. We apply our discoveries to help leaders optimize the financial performance of their sales and marketing programs. Learn more about how you may be a fit for a MECLABS Research Partnership: • Select Research Partnership Opportunities on the post-webinar survey • Contact us directly: info@MECLABS.com 1-877-635-0565 x