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Rapid Growth 

Driven by Analytics
SUJAN PATEL | DENNIS STILL
Sujan Patel
VP of Marketing @ When I Work
Author of Growth Hacking book:
100DaysofGrowth.com
Avid Blogger at SujanPatel.com
Twitter: @sujanpatel
Dennis Still
Head of Analytics @ When I Work
Experience “doing” data and
analytics across enterprise,
startups, and non-profits
MinneAnalytics “long-time fanatic”
Twitter: @denstill
Agenda
• Define Your Funnel
• Growth Framework
• Analytics Framework
• Rinse and Repeat
• Growth + Analytics = Marriage Made to Last
What is Growth?
Growth
Analytics Marketing Product Raw Data
The Funnel
Define Your Funnel, Our Funnel is…
Paying Customers
Visitors
Trials
$
Define Your Funnel, Our Funnel is…
Visitors
Trials
Active Trials
Engaged
Trials
Paying Customers
Happy Customer Telling Their Friends
Churn
Now We Can Start
Looking for Areas
of Improvement
Find new channels
(Adwords, SEO, radio, etc)
AREAS OF IMPROVEMENT
Improve visitor to trial
conversion rate
AREAS OF IMPROVEMENT
Increase the number of 

trials that are actively using
the product
AREAS OF IMPROVEMENT
Increase the number of
active trials to come back
and become engaged
AREAS OF IMPROVEMENT
Improve engaged 

Trial to paying customer
conversion rate
(Think of this as an e-commerce check out flow)
AREAS OF IMPROVEMENT
Find ways to turn customers
into happy customers
(Network effect)
AREAS OF IMPROVEMENT
Find ways to reduce churn
AREAS OF IMPROVEMENT
Growth Framework
Growth Identify
weaknesses and
friction points
Hypothesize

causes
Brainstorm
ideas and
solutions
Deploy and
measure
Scale or kill
Define the test,
metrics and
timeframes
Growth Framework
1 2 3
4 5 6
Biggest Weaknesses
Least amount of effort to fix
Priorities
How to Prioritize
+
=
Growth at 

When I Work
Analytics
Framework
When this guy shows up and
starts talking about rapid Growth
and Growth Hacking…
smile
Scientific Method Is Literally Everything
Examine &
Define Business
Questions
Determine 

Best Hypothesis
to Test Said
Question
Test Best 

Data You Have
or You Want
Interpret &
Report Findings
Rinse & 

Repeat Process
Analyze Data
Analytics Framework
1 2 3
4 5 6
Examine & Define 

Business Question
THE BIG WHY?
ANALYTICS FRAMEWORK
Determine Best Hypothesis
to Test Said Question
ANALYTICS FRAMEWORK
Basically making a guess as to something happening
For example, you may guess that your customer does X when
viewing page 1 of your website. You can test this “theory”
Test Best Data You 

Have or You Want
ANALYTICS FRAMEWORK
Analyze Data
Diving In, Exploring, and Examining Trends
ANALYTICS FRAMEWORK
Interpret & Report Findings
Tell It EXACTLY Like It Is
ANALYTICS FRAMEWORK
Rinse & Repeat Process
Again, Again, Again
ANALYTICS FRAMEWORK
Analytics at
When I Work
Analytics: Excel Upload
10.5%
AVG

Conversion rate
15%
Sales

Conversion rate
38%
Excel Upload 

Conversion rate
Analytics: 14-Day Trial
Growth Hack – Change existing 30 Day Trial to 14 Day Trial
Analytics Hypothesis – Shorter timeframe will lead to faster
conversions
First few weeks – climbing conversion rate, looking strong
After initial few weeks – plummeting conversion rate
Throw to declare “not working”
Analytics: Segment.io
Access to 

real-time event
data across 

web and app
platforms
Drive deeper
understanding of
what customers
are doing, when,
why, and how
The V’s of Big Data
like never before at
When I Work
Combining with
Production DB to
create powerful
full-circle view of
the When I Work
landscape
Constant Evolution
Till Death Do Us Part…
It isn’t Marketing alone
It isn’t Analytics alone
It isn’t jamming Analytics into Marketing
and calling it Marketing Analytics alone
Marriage between hyper Growth
activities and Analytics to prove or
disprove those things – that is the
“secret sauce” of how to drive 

200-300% growth YoY
Questions
Sujan Patel
@sujanpatel
Dennis Still
@denstill

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