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growthGrowth Experiments:
Lessons from a failed attempt
about meVassilena
Valchanova
• 10 years of marketing experience
• Check out valchanova.me
• Digital Strategist @ Enhancv
growthAbout
Enhancv
• B2C SaaS startup
• Smart resume building platform
• 3 years old
• 300,000 users
our storyOur Growth Team Story
WHY?

Speed up and learn more
HOW?

Company-wide growth
experiment process
our storyThe Death of Experiments
• 10 experiment meetings
• 6 experiments carried out
• Participation from
different team members
our storyTime to Reset
RESET
The Growth
ProcessPROCESS
GROWTH
Analyze
1.
Set
Objective
2.
Ideate
3.
Prioritize
4.
Test
5.
growthBuild 

YOUR TEAM
setupBuild Your Team
GROWTH LEAD
• Sets the process
• Leads the meetings
• Clears obstacles
MARKETER
• Acquisition
• Copy
• Driving traffic
PRODUCT/DEV
• Technical

implementation
• Automation
DESIGNER
• Mockups
• Wireframes
• Marketing visuals
DATA ANALYST
• Initial data
• Experiment setup
• Analysis
CUSTOMER SUCCESS
• Customer feedback
• Critical questions
• Early results
our storyAlways Use The Same Team
• Ownership
• Helps them prepare
• Teams require time to
form
growthEstablish 

CLEAR RULES
setupClear Rules
• Is the experiment clear and
specific?
• Is the experiment related to the
objective?
• Can it be executed and analyzed
in 2 weeks?
setupDictatorship is good in meetings
growthStart with a 

SPECIFIC PROBLEM
analyzeSpecific
Problem
• Work with data
• Growth lead and management
decide
• Concrete objective
analyzeWhat’s Concrete?
Our current blog new visitors is 4,000 per month.
We need to increase it by 15% without losing the
quality of the audience.
Let’s focus on acquiring new users
growthRespect everyone’s

TIME
ideateICE scores are
cool
1-10 average of three scores:
IMPACT

If successful, how big is the difference?
CONFIDENCE

How sure are we it will work?
EASE

How easy is it to implement?

(time/people/money)
ideateRespect everyone’s time
• Team members write down
ideas before the meeting.
• Each scores their idea.
• Only doubtful scores are
discussed.
• Scores are not the last word.
growthEnsure there is 

TEST CADENCE
testTest Cadence
• Two week experiment
cycles
• 5 experiments per cycle
• 30% success rate
• 32 successful experiments
per year
growthSetup experiments 

THE RIGHT WAY
testExperiment Types
A/B Tests
Testing 2 versions
simultaneously,
only 1 difference per
version.
Multivariate Tests
Testing many
versions at the same
time, lots of differen-
ces per version.
Sequential Tests
Testing many
versions one after the
other.
Smoke Tests
Landing page
collecting leads to
gauge interest.
Trigger Tests
Measuring click rate
of ads to see interest
in a value
proposition.
Wizard of Oz
Deliver value by
hand, if a feature
requires lots of dev.
High Hurdle
People pay with time
(surveys, long forms)
to see how engaged
they are with a
proposition.
Design your Own
There are other
options…
testGet to Know
Statistics
• VWO’s Significance Calculator
• Optimizely’s Sample Size Calculator
• Google Optimize
growthSettle on a working 

TOOLSET
testTools to Try
growthThank you! Any Questions?
The slides: valchanova.me/slides

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Growth Experiments: Lessons from a failed attempt