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How I learned to hate
‘engagement’
(and love subjective feedback)
Title text
Arthur Etchells
Director of Product Management
Imaging Resource
Our product looked like
this
We added a cool product
tour shortly after launch
People loved it!
‘Engagement’ was through the roof!
People loved it!
“Lorem ipsum dolor sit
amet, consectetur
adipiscing elit, set eiusmod
tempor incidunt et labore
et dolore magna aliquam.”
– First Name Last Name, Attribution
Or did they?
“Lorem ipsum dolor sit
amet, consectetur
adipiscing elit, set eiusmod
tempor incidunt et labore
et dolore magna aliquam.”
– First Name Last Name, Attribution
Or did they?
Was ‘engagement’ what we wanted?
• Yes, engagement was great (Optimizely)
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
• Months pass
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
• Months pass
• Some internal feedback (that tour is annoying!) …
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
• Months pass
• Some internal feedback (that tour is annoying!) …
• Led to further research…
Title Text
• Crazy Egg
• In-page click analysis
Showed us something
interesting…
• Bullets only
• Up to five items
• One to four words
• First letter is capitalized
• Periods are not used
• Bullets only
• Up to five items
• One to four words
• First letter is capitalized
• Periods are not used
• Bullets only
• Up to five items
• One to four words
• First letter is capitalized
• Periods are not used
The Question
Do users interact more with our
content* after viewing a product
tour?
*non-product tour content
Do users interact more with our
content* after viewing a product
tour?
The Experiment
Two Variations
Two Metrics
Engagement*
Engagement*
*But not as the primary goal
Clicks on non-product tour content
Results
Title Text
• Engagement
Title Text
• Engagement
• Dropped by 20.4%
Title Text
• Clicks on non-product tour
links
Title Text
• Clicks on non-product tour
links
• Increased by 36.3%
Lessons Learned
1
Be careful what you wish for
Be careful what you wish optimize
for
Engagement may not be
the best metric to
optimize
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
Any click
• Yes, engagement was great (Optimizely)
• Bounce rates were not (Google Analytics)
Pageviews and events
Any click
Optimizely: Not a fan of the engagement metric either
Engagement may not be
the best metric to
optimize
Engagement may not be is
not the best metric to
optimize
2
Make sure product tours are
actually doing what you hope
they are
Make sure product tours are
actually doing what you hope
they areThere should be a high bar for anything you put between users and your
content
3
Take a holistic approach
to optimization efforts
Take a holistic approach
to optimization efforts
Subjective feedback can let you uncover issues earlier
User
feedback
sessions
In-page
feedback
prompt
HeatmapsAnalytics
Biz goals:
revenue,
lead gen
Objective Subjective
User
feedback
sessions
In-page
feedback
prompt
HeatmapsAnalytics
Biz goals:
revenue,
lead gen
Objective Subjective
User
feedback
sessions
In-page
feedback
prompt
HeatmapsAnalytics
Biz goals:
revenue,
lead gen
Objective Subjective
• Those were the tools we used, but there are lots of
options…
• Those were the tools we used, but there are lots of
options…
• Analytics (Omniture/Google Analytics/Mixpanel/Heap)
• Those were the tools we used, but there are lots of
options…
• Analytics (Omniture/Google Analytics/Mixpanel/Heap)
• Heatmaps (ClickTale/CrazyEgg/HotJar)
• Those were the tools we used, but there are lots of
options…
• Analytics (Omniture/Google Analytics/Mixpanel/Heap)
• Heatmaps (ClickTale/CrazyEgg/HotJar)
• In-page feedback forms (Qualaroo/HotJar)
• Those were the tools we used, but there are lots of
options…
• Analytics (Omniture/Google Analytics/Mixpanel/Heap)
• Heatmaps (ClickTale/CrazyEgg/HotJar)
• In-page feedback forms (Qualaroo/HotJar)
• User feedback sessions (In-person/UserTesting)
Subjective feedback can allow
you to uncover usability problems
earlier
Subjective feedback can allow
you to uncover usability problems
earlierWhat does that look like in practice?
UserTesting/HotJar/Optimizely
Discussion…
“Lorem ipsum dolor sit
amet, consectetur
adipiscing elit, set eiusmod
tempor incidunt et labore
et dolore magna aliquam.”
– First Name Last Name, Attribution
Questions?

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ade_optimizely_user_session_presentation_revised