SlideShare a Scribd company logo
1 of 61
Download to read offline
True University 2018
Why and how you should build a Growth team?
Thibault Imbert
Director of Growth - Adobe, Creative Cloud
True University 2018
Who is this guy?
Designer Developer
Programming
Teacher
Sales PM
1998 2004 2004-2008 2008-2010 2010
True University 2018
At night, I mix flour and water
It starts with product market fit
You can’t grow a crappy product
True University 2018
Before you think about having a Growth team…
True University 2018
Retention is everything
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Week0
Week2
Week4
Week6
Week8
Week10
Week12
Week14
Week16
Week18
Week20
Week22
Week24
Week26
Week28
Week30
Week32
Week34
Week36
Week38
Week40
Week42
Week44
Week46
Week48
Week50
Week52
Measuring the % of users
who continue to use your
product, by week,
following their first
launch.
Good
Bad
True University 2018
If your users are not sticking around
Spend time first figuring out why, and get to product market fit
Not just a quantitative effort, but qualitative too
True University 2018
Agenda
1. 2. 3.
What is Growth?
How is that different than
marketing?
Why a Growth team?
Everybody cares about Growth.
Don’t we already do that?
How to run a Growth team
Provide the right framework to
setup your team for success.
What is Growth?
True University 2018
True University 2018
Product
Getting users to
product value
faster
Engineering
Develop using
build-measure-
learn approach
Marketing
Integrated

marketing
approach
User Research
&
Data
Qual/Quant
Integrated

marketing
approach
Qual/Quant
Growth is a blend of various disciplines
True University 2018
Silos Holistic
Product
Sales
Marketing
Growth
team
Growth is end to end, optimizing every step of the funnel
True University 2018
Acquisition
The AARRR funnel
Activation Retention Revenue Referral
Best places to
find your users
Get your users
to build a habit
Nurture the
relationship
Monetize Viral loop
True University 2018
Principles of a Growth team
Impact Over Everything Else
Growth Is Product, User Research, Marketing, Engineering & Data
Rapid Experimentation
Growth Is End to End
Growth Is Never Done
True University 2018
Product vs Growth
BOTH
GETTING USERS TO
EXPERIENCE THAT CORE
VALUE AS OFTEN AS
POSSIBLE
GROWTH
GETTING THE
LARGEST % OF OUR
AUDIENCE TO
EXPERIENCE CORE
VALUE AS QUICKLY AS
POSSIBLE
PRODUCT
BUILDING CORE
VALUE
Credit: Chamath Palihapitiya (First Head of Growth at Facebook)
True University 2018
Typical shower questions
Who is my audience?
What problem is my
product solving?
How do I enable my users
to achieve their goals?
What are the friction areas
within the product experience?
How much of that is a problem?
What defines Activation for my
product?
What naturally pulls my users
back in the product?
How do we help the user build a
habit using our product?
Which features are being used or
unused? How does that affect
retention?
Product Growth Both
Why create a Growth team?
True University 2018
True University 2018
We all care about
Growth!
Everyone cares about Growth
True University 2018
We all care about
Growth!
But then, new priorities show up
Release/Launch
We have to ship
this!
True University 2018
We all care about
Growth!
Marketing tasks (almost always) get deprioritized
Release/Launch
We have to ship
this!
No engineering
capacity for
marketing tasks.
We all care about
Growth again!
True University 2018
This does not work
True University 2018
A parallel team designed for velocity, focused on a North Star metric
Product team
Growth team
Focused on a North Star metric
Self served (design, data, marketing, etc.)
No context switching
Owns ideation, definition, execution and
results analysis
True University 2018
Who is on this team, initially?
PM Engineer
Yup, that's enough to start!
True University 2018
Later, you can scale
PM Engineer Marketer Data AnalystDesigner
It’s not just
technical skills,
it’s a mindset.
True University 2018
How to run a Growth team?
True University 2018
True University 2018
Pillars of a Growth team
A North Star metric
Growth Model (audit and forecasting)
Qualitative research
A Growth pipeline
An experimentation platform
Sprints
True University 2018
Initially, it will go like this
We should increase our
open and click rates!
We should send push
notifications!
True University 2018
Where do you have a problem and what do you want to focus on?
Acquisition Activation Retention Revenue Referral
This is the most important lever
The first impression you make on your users
Lifting Activation will lift all boats
True University 2018
We tend to lean towards lagging indicators of success
DAU
WAU
MAU
Output Metrics
(lagging indicators)
True University 2018
They are useful to track high-level health, but not for experimentation
Metrics like DAU, WAU or MAU are output metrics
They are not specific enough, not actionable
Instead, we want to pick a leading indicator of success
We need a North Star metric causal to the desired outcome (here, retention)
True University 2018
Bad North Star examples
WMI (Weekly Mobile Installs)
WNS (Weekly New Signups)
MUS (Monthly Unique Sessions)
True University 2018
You want a North Star metric that captures user value, causal to retention
YBG (Yearly Guests)
WR (Weekly Repins) WHM (Weekly Hosted Meetings) WMS (Weekly Messages Sent)
WT (Weekly Trips)
True University 2018
The North Star helps everyone understand what being active means, it is also:
Memorable
Measurable
Actionable
True University 2018
Still output (lagging indicator), but this defines
what Active means. It also helps us figure out
the input metrics that will move retention up.
WR (Weekly Repins)
WHM (Weekly Hosted Meetings)
WMS (Weekly Messages Sent)
WT (Weekly Trips)
YBG (Yearly Active Guest)
You want a North Star metric that captures user value, causal to retention
True University 2018
How to find your North Star metric?
Combination of qualitative and quantitative research
Apply product intuition/sense too
What is the best action in your product that captures user value?
Does that action highly correlates or is causal to retention?
True University 2018
Then break it down into input metrics that will drive that North Star up
Output North Star
(lagging indicator)
WHM
(Weekly Hosted Meetings)
Inputs
(leading indicator)
Calendar, Slack Integration Notifications
Recurring Meetings Setup
True University 2018
From North Star to habit per user segment (Hobbyist, Semi-Pro, Pro)
Hobbyist: 7 Exports in first 28 days
WAE
(Weekly Active Exports) Semi-Pro: 14 Exports in first 28 days
Pro: 21 Exports in first 28 days
Hypothetical North Star Metric
for Creative Cloud products
True University 2018
Through correlation analysis, find input metrics: Lightroom example
Habit formed
Hobbyist: 7 Exports in
first 28 days
Aha! momentSetup moment
Import a photo on
Day 1
White balance in
first 7 days
The user has done
actions to experience the
aha! moment
The user has established
the habit around the
core value prop.
The user has experienced
the core value prop for
the first time.
True University 2018
Moving away from the gut feel
You don’t want to start with tactics, but data
Is it worth doing rather than will this work?
What will be the compound impact of doing this on your north star metric?
To answer that question, we use a Growth model
True University 2018
The Growth Model
10% of your paid customers never
download the app
40% don’t launch the app the
second week
* fake data
True University 2018
Forecast the impact of your test on your output metric
Should we lift 3% in
downloads?
True University 2018
Forecast the impact of your test on your output metric
Should we lift 3% in
First week repeat?
True University 2018
Forecast the impact of your test on your output metric
Forecasted impact
True University 2018
Qualitative research
Quantitative tells you the what, Qualitative tells you the why
True University 2018
Becoming the user
Use the product, build empathy
Become the user (ethnography)
Meet with new users in their home environment, in person
Talk first to users who did not stick around (no queries will tell you what they felt)
True University 2018
The Customer Empathy Framework
bit.ly/customer-empathy-framework
True University 2018
Growth pipeline
Then we develop hypotheses leading up to experiments
Hypotheses are listed and ranked using the Upside/Confidence/Effort score
True University 2018
Growth pipeline
Upside:
Is it worth doing? (Volume)
Confidence:
How likely it this to succeed?
Effort:
How many engineers, designers
and marketers do we need?
True University 2018
An experimentation platform
Invest in a platform to run your experiments (A/B tests)
3rd party initially, then build your own
The more time spent in settings tests up, the lower the ROI is
True University 2018
Sprints
You want to set a timeline for achieving results
Pick a target number for your North Star metric and run
Not too short or people don’t have time to step back and think
We are testing 90 days currently
True University 2018
Evolution of a Growth team
Crawl Walk Run
True University 2018
Crawl: Prove the model, survive skepticism
Prove velocity
Go after low hanging fruits
Target simple metrics (open rates, click rates, launch rates, etc.)
Get quick wins to get organization excited and executive sponsoring
No behavioral triggers (only batch & blast)
No experimentation platform needed, all tests rollout and analysis is manual
True University 2018
Walk: Increase velocity
Increase precision (North Star metric)
Define and target the input variables driving that north star
Start forecasting impact of experiments on your North Star metric
Support for behavioral triggers (when the user does X, do Y)
Experimentation platform rolls out tests and analysis is automated
True University 2018
Run: Maturity in metrics and agility
Optimize for scale
Design the right organization (data & platform) to run faster
Build predictive models to detect specific behaviors (churn, etc.)
True University 2018
Who does the team report up to?
A few options:
Growth as a separate function
Cross functional
Distributed
True University 2018
Growth as its own organization
CEO
VP Product VP Engineering VP MarketingVP Growth
Growth
Engineering
Growth PMs
Growth Designers
Growth Marketers
Can be hard to setup in existing large
organizations where engineering, design and
marketing don’t sit in the expected
organization.
True University 2018
Growth as cross functional
CEO
VP Product VP Engineering VP Marketing
Growth PM
Growth Designers
Growth Marketers
Growth
Engineers
The whole company lends resources
to form a Growth force
True University 2018
At Adobe: Growth as distributed “squads”
CEO
VP Product #1 VP Product #2 VP Product #3
Growth Squad #1 Growth Squad #2 Growth Squad #3
Each squad is autonomous and owns engineers,
designers, marketers, PMs, loaned by each respective
Product organization.
The centralized Growth team provides platform, tools,
resources if needed and quantitative insights.
Centralized Growth
Team
True University 2018
Growth and Product
Growth should influence Product Roadmap prioritization
Reward usage vs shipping
Build, Test, Measure, Learn
True University 2018
Summary
Before anything, get to product fit
Growth is full funnel, end to end and never done
If everyone owns Growth, no one is really doing it
You want a separate/dedicated team focused on Growth
Don’t focus on lagging indicators to measure success
Find your North Star metric and the leading indicators that drives it
Focus experiments on the North Star metric
Go 3rd party before building your own experimentation platform
Walk before you run
True University 2018
Download the slides
http://bit.ly/why-growth
Thank you
timbert@adobe.com
True University 2018

More Related Content

What's hot

Time to Wow! and Buyer-centric Funnel Design
Time to Wow! and Buyer-centric Funnel DesignTime to Wow! and Buyer-centric Funnel Design
Time to Wow! and Buyer-centric Funnel DesignDavid Skok
 
Zero to 100 - Part 4: Building a Sales Team - Stephanie Schatz
Zero to 100 - Part 4: Building a Sales Team - Stephanie SchatzZero to 100 - Part 4: Building a Sales Team - Stephanie Schatz
Zero to 100 - Part 4: Building a Sales Team - Stephanie SchatzDavid Skok
 
Get inside your Buyers Head - Improve Funnel Conversion Rates
Get inside your Buyers Head - Improve Funnel Conversion RatesGet inside your Buyers Head - Improve Funnel Conversion Rates
Get inside your Buyers Head - Improve Funnel Conversion RatesDavid Skok
 
128 High Converting Growth Hacks - the most epic growth hacking list
128 High Converting Growth Hacks - the most epic growth hacking list128 High Converting Growth Hacks - the most epic growth hacking list
128 High Converting Growth Hacks - the most epic growth hacking listHelvijs Smoteks
 
Buyer Centric Funnel Design
Buyer Centric Funnel DesignBuyer Centric Funnel Design
Buyer Centric Funnel DesignDavid Skok
 
"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)
"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)
"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)TheFamily
 
7 Strategies for Account-Based Marketing with Salesforce
7 Strategies for Account-Based Marketing with Salesforce7 Strategies for Account-Based Marketing with Salesforce
7 Strategies for Account-Based Marketing with SalesforceSangram Vajre
 
Building a Sales and Marketing Machine
Building a Sales and Marketing MachineBuilding a Sales and Marketing Machine
Building a Sales and Marketing MachineDavid Im
 
Zero to 100 - Part 2: Building a Repeatable, Scalable Growth Process
Zero to 100 - Part 2: Building a Repeatable, Scalable Growth ProcessZero to 100 - Part 2: Building a Repeatable, Scalable Growth Process
Zero to 100 - Part 2: Building a Repeatable, Scalable Growth ProcessDavid Skok
 
Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...
Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...
Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...saastr
 
From Zero to a Million Users - Dropbox and Xobni lessons learned
From Zero to a Million Users - Dropbox and Xobni lessons learnedFrom Zero to a Million Users - Dropbox and Xobni lessons learned
From Zero to a Million Users - Dropbox and Xobni lessons learnedAdam Smith
 
Zero to 100 - Part 7: The Role of the CEO
Zero to 100 - Part 7: The Role of the CEOZero to 100 - Part 7: The Role of the CEO
Zero to 100 - Part 7: The Role of the CEODavid Skok
 
9 Steps to Repeatable, Scalable, & Profitable Growth
9 Steps to Repeatable, Scalable, & Profitable Growth9 Steps to Repeatable, Scalable, & Profitable Growth
9 Steps to Repeatable, Scalable, & Profitable GrowthDavid Skok
 
Outbound prospecting for highly targeted lead flow
Outbound prospecting for highly targeted lead flowOutbound prospecting for highly targeted lead flow
Outbound prospecting for highly targeted lead flowDavid Skok
 
Growth Hacking Power Session at PIM Online 2017
Growth Hacking Power Session at PIM Online 2017 Growth Hacking Power Session at PIM Online 2017
Growth Hacking Power Session at PIM Online 2017 Growth Tribe
 
12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)
12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)
12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)Trigger
 
Growth Marketing Conference London 2017 - Andy Young - Building a Growth Model
Growth Marketing Conference London 2017 - Andy Young - Building a Growth ModelGrowth Marketing Conference London 2017 - Andy Young - Building a Growth Model
Growth Marketing Conference London 2017 - Andy Young - Building a Growth ModelGrowth Tribe
 
Growth Hacking 101
Growth Hacking 101Growth Hacking 101
Growth Hacking 101Greg Lenz
 
Zero to 100 - Part 5: SaaS Business Model & Metrics
Zero to 100 - Part 5: SaaS Business Model & MetricsZero to 100 - Part 5: SaaS Business Model & Metrics
Zero to 100 - Part 5: SaaS Business Model & MetricsDavid Skok
 

What's hot (20)

Time to Wow! and Buyer-centric Funnel Design
Time to Wow! and Buyer-centric Funnel DesignTime to Wow! and Buyer-centric Funnel Design
Time to Wow! and Buyer-centric Funnel Design
 
Zero to 100 - Part 4: Building a Sales Team - Stephanie Schatz
Zero to 100 - Part 4: Building a Sales Team - Stephanie SchatzZero to 100 - Part 4: Building a Sales Team - Stephanie Schatz
Zero to 100 - Part 4: Building a Sales Team - Stephanie Schatz
 
Get inside your Buyers Head - Improve Funnel Conversion Rates
Get inside your Buyers Head - Improve Funnel Conversion RatesGet inside your Buyers Head - Improve Funnel Conversion Rates
Get inside your Buyers Head - Improve Funnel Conversion Rates
 
128 High Converting Growth Hacks - the most epic growth hacking list
128 High Converting Growth Hacks - the most epic growth hacking list128 High Converting Growth Hacks - the most epic growth hacking list
128 High Converting Growth Hacks - the most epic growth hacking list
 
Buyer Centric Funnel Design
Buyer Centric Funnel DesignBuyer Centric Funnel Design
Buyer Centric Funnel Design
 
"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)
"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)
"Intent driven automation" by Guillaume Cabe (Apple, Mention, Segment, Drift)
 
7 Strategies for Account-Based Marketing with Salesforce
7 Strategies for Account-Based Marketing with Salesforce7 Strategies for Account-Based Marketing with Salesforce
7 Strategies for Account-Based Marketing with Salesforce
 
Building a Sales and Marketing Machine
Building a Sales and Marketing MachineBuilding a Sales and Marketing Machine
Building a Sales and Marketing Machine
 
Zero to 100 - Part 2: Building a Repeatable, Scalable Growth Process
Zero to 100 - Part 2: Building a Repeatable, Scalable Growth ProcessZero to 100 - Part 2: Building a Repeatable, Scalable Growth Process
Zero to 100 - Part 2: Building a Repeatable, Scalable Growth Process
 
Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...
Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...
Secrets to Building a High-Performing Revenue Marketing Engine with Demandbas...
 
From Zero to a Million Users - Dropbox and Xobni lessons learned
From Zero to a Million Users - Dropbox and Xobni lessons learnedFrom Zero to a Million Users - Dropbox and Xobni lessons learned
From Zero to a Million Users - Dropbox and Xobni lessons learned
 
Zero to 100 - Part 7: The Role of the CEO
Zero to 100 - Part 7: The Role of the CEOZero to 100 - Part 7: The Role of the CEO
Zero to 100 - Part 7: The Role of the CEO
 
9 Steps to Repeatable, Scalable, & Profitable Growth
9 Steps to Repeatable, Scalable, & Profitable Growth9 Steps to Repeatable, Scalable, & Profitable Growth
9 Steps to Repeatable, Scalable, & Profitable Growth
 
Outbound prospecting for highly targeted lead flow
Outbound prospecting for highly targeted lead flowOutbound prospecting for highly targeted lead flow
Outbound prospecting for highly targeted lead flow
 
Growth Hacking Power Session at PIM Online 2017
Growth Hacking Power Session at PIM Online 2017 Growth Hacking Power Session at PIM Online 2017
Growth Hacking Power Session at PIM Online 2017
 
12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)
12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)
12 Steps to Effective Growth Hacking (www.wepullthetrigger.com)
 
Growth Marketing Conference London 2017 - Andy Young - Building a Growth Model
Growth Marketing Conference London 2017 - Andy Young - Building a Growth ModelGrowth Marketing Conference London 2017 - Andy Young - Building a Growth Model
Growth Marketing Conference London 2017 - Andy Young - Building a Growth Model
 
Product Market Fit
Product Market FitProduct Market Fit
Product Market Fit
 
Growth Hacking 101
Growth Hacking 101Growth Hacking 101
Growth Hacking 101
 
Zero to 100 - Part 5: SaaS Business Model & Metrics
Zero to 100 - Part 5: SaaS Business Model & MetricsZero to 100 - Part 5: SaaS Business Model & Metrics
Zero to 100 - Part 5: SaaS Business Model & Metrics
 

Similar to Why and how you should build a growth team?

Measuring What Matters by Google PM
Measuring What Matters by Google PMMeasuring What Matters by Google PM
Measuring What Matters by Google PMProduct School
 
Beyond Statistical Significance: Determining Impact Of Experimentation On Cu...
Beyond Statistical Significance:  Determining Impact Of Experimentation On Cu...Beyond Statistical Significance:  Determining Impact Of Experimentation On Cu...
Beyond Statistical Significance: Determining Impact Of Experimentation On Cu...VWO
 
Hotspot ALPHA Camp_Setting Course with Metrics
Hotspot ALPHA Camp_Setting Course with MetricsHotspot ALPHA Camp_Setting Course with Metrics
Hotspot ALPHA Camp_Setting Course with MetricsALPHA Camp
 
WorkMeter
WorkMeterWorkMeter
WorkMeterU1PNS
 
Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1Joseph Karim
 
Growth Hacking - High Tempo Testing
Growth Hacking - High Tempo TestingGrowth Hacking - High Tempo Testing
Growth Hacking - High Tempo TestingTomek Duda
 
UX Lead Product Management
UX Lead Product ManagementUX Lead Product Management
UX Lead Product ManagementJohn Wyatt
 
Isobar - Leveling up a team in Growth Maturity
Isobar - Leveling up a team in Growth MaturityIsobar - Leveling up a team in Growth Maturity
Isobar - Leveling up a team in Growth MaturityNhat Tran
 
Isobar - Product & Ventures - Product Growth Management Playbook
Isobar - Product & Ventures -  Product Growth Management PlaybookIsobar - Product & Ventures -  Product Growth Management Playbook
Isobar - Product & Ventures - Product Growth Management PlaybookNhat Tran
 
How to Use Data for Product Decisions by YouTube Product Manager
How to Use Data for Product Decisions by YouTube Product ManagerHow to Use Data for Product Decisions by YouTube Product Manager
How to Use Data for Product Decisions by YouTube Product ManagerProduct School
 
Product management foundations
Product management foundationsProduct management foundations
Product management foundationsPooja T R
 
Go-to-Market Strategy
Go-to-Market StrategyGo-to-Market Strategy
Go-to-Market StrategyJeremy Horn
 
Learncool - Angel Round Pitch
Learncool - Angel Round Pitch Learncool - Angel Round Pitch
Learncool - Angel Round Pitch Shishir Choudhary
 
Best Practices for Early Stage Product Development
Best Practices for Early Stage Product DevelopmentBest Practices for Early Stage Product Development
Best Practices for Early Stage Product DevelopmentAmr Basha
 
5W2H Implementation Project.pptx
5W2H Implementation Project.pptx5W2H Implementation Project.pptx
5W2H Implementation Project.pptxDhawandeepSoni
 
UX STRAT Europe 2021 Workshop: Jules Skopp, Expedia
UX STRAT Europe 2021 Workshop: Jules Skopp, ExpediaUX STRAT Europe 2021 Workshop: Jules Skopp, Expedia
UX STRAT Europe 2021 Workshop: Jules Skopp, ExpediaUX STRAT
 
Revealing Behavior: Web Analytics Strategy 101
Revealing Behavior: Web Analytics Strategy 101Revealing Behavior: Web Analytics Strategy 101
Revealing Behavior: Web Analytics Strategy 101Ravi Singh
 
uShip - Building a Culture Rooted in Experimentation
uShip - Building a Culture Rooted in ExperimentationuShip - Building a Culture Rooted in Experimentation
uShip - Building a Culture Rooted in ExperimentationOptimizely
 
Assignment 2- Updated Strategic Plan and Marketing Plan for Domest.docx
Assignment 2- Updated Strategic Plan and Marketing Plan for Domest.docxAssignment 2- Updated Strategic Plan and Marketing Plan for Domest.docx
Assignment 2- Updated Strategic Plan and Marketing Plan for Domest.docxbraycarissa250
 
Intro to Data Analytics with Oscar's Director of Product
 Intro to Data Analytics with Oscar's Director of Product Intro to Data Analytics with Oscar's Director of Product
Intro to Data Analytics with Oscar's Director of ProductProduct School
 

Similar to Why and how you should build a growth team? (20)

Measuring What Matters by Google PM
Measuring What Matters by Google PMMeasuring What Matters by Google PM
Measuring What Matters by Google PM
 
Beyond Statistical Significance: Determining Impact Of Experimentation On Cu...
Beyond Statistical Significance:  Determining Impact Of Experimentation On Cu...Beyond Statistical Significance:  Determining Impact Of Experimentation On Cu...
Beyond Statistical Significance: Determining Impact Of Experimentation On Cu...
 
Hotspot ALPHA Camp_Setting Course with Metrics
Hotspot ALPHA Camp_Setting Course with MetricsHotspot ALPHA Camp_Setting Course with Metrics
Hotspot ALPHA Camp_Setting Course with Metrics
 
WorkMeter
WorkMeterWorkMeter
WorkMeter
 
Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1Vanity vs Actionable metrics: Data Led Program Episode 1
Vanity vs Actionable metrics: Data Led Program Episode 1
 
Growth Hacking - High Tempo Testing
Growth Hacking - High Tempo TestingGrowth Hacking - High Tempo Testing
Growth Hacking - High Tempo Testing
 
UX Lead Product Management
UX Lead Product ManagementUX Lead Product Management
UX Lead Product Management
 
Isobar - Leveling up a team in Growth Maturity
Isobar - Leveling up a team in Growth MaturityIsobar - Leveling up a team in Growth Maturity
Isobar - Leveling up a team in Growth Maturity
 
Isobar - Product & Ventures - Product Growth Management Playbook
Isobar - Product & Ventures -  Product Growth Management PlaybookIsobar - Product & Ventures -  Product Growth Management Playbook
Isobar - Product & Ventures - Product Growth Management Playbook
 
How to Use Data for Product Decisions by YouTube Product Manager
How to Use Data for Product Decisions by YouTube Product ManagerHow to Use Data for Product Decisions by YouTube Product Manager
How to Use Data for Product Decisions by YouTube Product Manager
 
Product management foundations
Product management foundationsProduct management foundations
Product management foundations
 
Go-to-Market Strategy
Go-to-Market StrategyGo-to-Market Strategy
Go-to-Market Strategy
 
Learncool - Angel Round Pitch
Learncool - Angel Round Pitch Learncool - Angel Round Pitch
Learncool - Angel Round Pitch
 
Best Practices for Early Stage Product Development
Best Practices for Early Stage Product DevelopmentBest Practices for Early Stage Product Development
Best Practices for Early Stage Product Development
 
5W2H Implementation Project.pptx
5W2H Implementation Project.pptx5W2H Implementation Project.pptx
5W2H Implementation Project.pptx
 
UX STRAT Europe 2021 Workshop: Jules Skopp, Expedia
UX STRAT Europe 2021 Workshop: Jules Skopp, ExpediaUX STRAT Europe 2021 Workshop: Jules Skopp, Expedia
UX STRAT Europe 2021 Workshop: Jules Skopp, Expedia
 
Revealing Behavior: Web Analytics Strategy 101
Revealing Behavior: Web Analytics Strategy 101Revealing Behavior: Web Analytics Strategy 101
Revealing Behavior: Web Analytics Strategy 101
 
uShip - Building a Culture Rooted in Experimentation
uShip - Building a Culture Rooted in ExperimentationuShip - Building a Culture Rooted in Experimentation
uShip - Building a Culture Rooted in Experimentation
 
Assignment 2- Updated Strategic Plan and Marketing Plan for Domest.docx
Assignment 2- Updated Strategic Plan and Marketing Plan for Domest.docxAssignment 2- Updated Strategic Plan and Marketing Plan for Domest.docx
Assignment 2- Updated Strategic Plan and Marketing Plan for Domest.docx
 
Intro to Data Analytics with Oscar's Director of Product
 Intro to Data Analytics with Oscar's Director of Product Intro to Data Analytics with Oscar's Director of Product
Intro to Data Analytics with Oscar's Director of Product
 

More from Thibault Imbert

How to build a framework for customer empathy
How to build a framework for customer empathyHow to build a framework for customer empathy
How to build a framework for customer empathyThibault Imbert
 
Growth Hacking Conference '17 - Antwerp
Growth Hacking Conference '17 - AntwerpGrowth Hacking Conference '17 - Antwerp
Growth Hacking Conference '17 - AntwerpThibault Imbert
 
Growth Marketing Conference '17 Atlanta - Creating a Company Wide Growth Culture
Growth Marketing Conference '17 Atlanta - Creating a Company Wide Growth CultureGrowth Marketing Conference '17 Atlanta - Creating a Company Wide Growth Culture
Growth Marketing Conference '17 Atlanta - Creating a Company Wide Growth CultureThibault Imbert
 
Growth in unexpected places
Growth in unexpected placesGrowth in unexpected places
Growth in unexpected placesThibault Imbert
 
FITC '14 Toronto - Technology, a means to an end
FITC '14 Toronto - Technology, a means to an endFITC '14 Toronto - Technology, a means to an end
FITC '14 Toronto - Technology, a means to an endThibault Imbert
 
University of arizona mobile matters - technology, a means to an end
University of arizona   mobile matters - technology, a means to an endUniversity of arizona   mobile matters - technology, a means to an end
University of arizona mobile matters - technology, a means to an endThibault Imbert
 
Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013Thibault Imbert
 

More from Thibault Imbert (7)

How to build a framework for customer empathy
How to build a framework for customer empathyHow to build a framework for customer empathy
How to build a framework for customer empathy
 
Growth Hacking Conference '17 - Antwerp
Growth Hacking Conference '17 - AntwerpGrowth Hacking Conference '17 - Antwerp
Growth Hacking Conference '17 - Antwerp
 
Growth Marketing Conference '17 Atlanta - Creating a Company Wide Growth Culture
Growth Marketing Conference '17 Atlanta - Creating a Company Wide Growth CultureGrowth Marketing Conference '17 Atlanta - Creating a Company Wide Growth Culture
Growth Marketing Conference '17 Atlanta - Creating a Company Wide Growth Culture
 
Growth in unexpected places
Growth in unexpected placesGrowth in unexpected places
Growth in unexpected places
 
FITC '14 Toronto - Technology, a means to an end
FITC '14 Toronto - Technology, a means to an endFITC '14 Toronto - Technology, a means to an end
FITC '14 Toronto - Technology, a means to an end
 
University of arizona mobile matters - technology, a means to an end
University of arizona   mobile matters - technology, a means to an endUniversity of arizona   mobile matters - technology, a means to an end
University of arizona mobile matters - technology, a means to an end
 
Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013Workers of the web - BrazilJS 2013
Workers of the web - BrazilJS 2013
 

Recently uploaded

Cash payment girl 9257726604 Hand ✋ to Hand over girl
Cash payment girl 9257726604 Hand ✋ to Hand over girlCash payment girl 9257726604 Hand ✋ to Hand over girl
Cash payment girl 9257726604 Hand ✋ to Hand over girlCall girl Jaipur
 
What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?riteshhsociall
 
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...William (Bill) H. Bender, FCSI
 
Situation Analysis | Management Company.
Situation Analysis | Management Company.Situation Analysis | Management Company.
Situation Analysis | Management Company.DanielaQuiroz63
 
Labour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptxLabour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptxelizabethella096
 
The Science of Landing Page Messaging.pdf
The Science of Landing Page Messaging.pdfThe Science of Landing Page Messaging.pdf
The Science of Landing Page Messaging.pdfVWO
 
Unraveling the Mystery of the Hinterkaifeck Murders.pptx
Unraveling the Mystery of the Hinterkaifeck Murders.pptxUnraveling the Mystery of the Hinterkaifeck Murders.pptx
Unraveling the Mystery of the Hinterkaifeck Murders.pptxelizabethella096
 
How to Leverage Behavioral Science Insights for Direct Mail Success
How to Leverage Behavioral Science Insights for Direct Mail SuccessHow to Leverage Behavioral Science Insights for Direct Mail Success
How to Leverage Behavioral Science Insights for Direct Mail SuccessAggregage
 
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15SearchNorwich
 
Brand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdfBrand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdftbatkhuu1
 
Google 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
Google 3rd-Party Cookie Deprecation [Update] + 5 Best StrategiesGoogle 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
Google 3rd-Party Cookie Deprecation [Update] + 5 Best StrategiesSearch Engine Journal
 
Unlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich ManuscriptUnlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich Manuscriptelizabethella096
 
Kraft Mac and Cheese campaign presentation
Kraft Mac and Cheese campaign presentationKraft Mac and Cheese campaign presentation
Kraft Mac and Cheese campaign presentationtbatkhuu1
 
Alpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptxAlpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptxDave McCallum
 
Brand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdfBrand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdftbatkhuu1
 

Recently uploaded (20)

Cash payment girl 9257726604 Hand ✋ to Hand over girl
Cash payment girl 9257726604 Hand ✋ to Hand over girlCash payment girl 9257726604 Hand ✋ to Hand over girl
Cash payment girl 9257726604 Hand ✋ to Hand over girl
 
What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?What is Google Search Console and What is it provide?
What is Google Search Console and What is it provide?
 
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...W.H.Bender Quote 61 -Influential restaurant and food service industry network...
W.H.Bender Quote 61 -Influential restaurant and food service industry network...
 
Situation Analysis | Management Company.
Situation Analysis | Management Company.Situation Analysis | Management Company.
Situation Analysis | Management Company.
 
Labour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptxLabour Day Celebrating Workers and Their Contributions.pptx
Labour Day Celebrating Workers and Their Contributions.pptx
 
Generative AI Master Class - Generative AI, Unleash Creative Opportunity - Pe...
Generative AI Master Class - Generative AI, Unleash Creative Opportunity - Pe...Generative AI Master Class - Generative AI, Unleash Creative Opportunity - Pe...
Generative AI Master Class - Generative AI, Unleash Creative Opportunity - Pe...
 
The Science of Landing Page Messaging.pdf
The Science of Landing Page Messaging.pdfThe Science of Landing Page Messaging.pdf
The Science of Landing Page Messaging.pdf
 
Unraveling the Mystery of the Hinterkaifeck Murders.pptx
Unraveling the Mystery of the Hinterkaifeck Murders.pptxUnraveling the Mystery of the Hinterkaifeck Murders.pptx
Unraveling the Mystery of the Hinterkaifeck Murders.pptx
 
How to Leverage Behavioral Science Insights for Direct Mail Success
How to Leverage Behavioral Science Insights for Direct Mail SuccessHow to Leverage Behavioral Science Insights for Direct Mail Success
How to Leverage Behavioral Science Insights for Direct Mail Success
 
Chat GPT Master Class - Leslie Hughes, PUNCH Media
Chat GPT Master Class - Leslie Hughes, PUNCH MediaChat GPT Master Class - Leslie Hughes, PUNCH Media
Chat GPT Master Class - Leslie Hughes, PUNCH Media
 
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 128 Noida Escorts >༒8448380779 Escort Service
 
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
Five Essential Tools for International SEO - Natalia Witczyk - SearchNorwich 15
 
Digital Strategy Master Class - Andrew Rupert
Digital Strategy Master Class - Andrew RupertDigital Strategy Master Class - Andrew Rupert
Digital Strategy Master Class - Andrew Rupert
 
Brand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdfBrand experience Dream Center Peoria Presentation.pdf
Brand experience Dream Center Peoria Presentation.pdf
 
Google 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
Google 3rd-Party Cookie Deprecation [Update] + 5 Best StrategiesGoogle 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
Google 3rd-Party Cookie Deprecation [Update] + 5 Best Strategies
 
Unlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich ManuscriptUnlocking the Mystery of the Voynich Manuscript
Unlocking the Mystery of the Voynich Manuscript
 
Kraft Mac and Cheese campaign presentation
Kraft Mac and Cheese campaign presentationKraft Mac and Cheese campaign presentation
Kraft Mac and Cheese campaign presentation
 
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
Riding the Wave of AI Disruption - Navigating the AI Fear Cycle in Marketing ...
 
Alpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptxAlpha Media March 2024 Buyers Guide.pptx
Alpha Media March 2024 Buyers Guide.pptx
 
Brand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdfBrand experience Peoria City Soccer Presentation.pdf
Brand experience Peoria City Soccer Presentation.pdf
 

Why and how you should build a growth team?

  • 1. True University 2018 Why and how you should build a Growth team? Thibault Imbert Director of Growth - Adobe, Creative Cloud
  • 2. True University 2018 Who is this guy? Designer Developer Programming Teacher Sales PM 1998 2004 2004-2008 2008-2010 2010
  • 3. True University 2018 At night, I mix flour and water
  • 4. It starts with product market fit You can’t grow a crappy product True University 2018 Before you think about having a Growth team…
  • 5. True University 2018 Retention is everything 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Week0 Week2 Week4 Week6 Week8 Week10 Week12 Week14 Week16 Week18 Week20 Week22 Week24 Week26 Week28 Week30 Week32 Week34 Week36 Week38 Week40 Week42 Week44 Week46 Week48 Week50 Week52 Measuring the % of users who continue to use your product, by week, following their first launch. Good Bad
  • 6. True University 2018 If your users are not sticking around Spend time first figuring out why, and get to product market fit Not just a quantitative effort, but qualitative too
  • 7. True University 2018 Agenda 1. 2. 3. What is Growth? How is that different than marketing? Why a Growth team? Everybody cares about Growth. Don’t we already do that? How to run a Growth team Provide the right framework to setup your team for success.
  • 8. What is Growth? True University 2018
  • 9. True University 2018 Product Getting users to product value faster Engineering Develop using build-measure- learn approach Marketing Integrated
 marketing approach User Research & Data Qual/Quant Integrated
 marketing approach Qual/Quant Growth is a blend of various disciplines
  • 10. True University 2018 Silos Holistic Product Sales Marketing Growth team Growth is end to end, optimizing every step of the funnel
  • 11. True University 2018 Acquisition The AARRR funnel Activation Retention Revenue Referral Best places to find your users Get your users to build a habit Nurture the relationship Monetize Viral loop
  • 12. True University 2018 Principles of a Growth team Impact Over Everything Else Growth Is Product, User Research, Marketing, Engineering & Data Rapid Experimentation Growth Is End to End Growth Is Never Done
  • 13. True University 2018 Product vs Growth BOTH GETTING USERS TO EXPERIENCE THAT CORE VALUE AS OFTEN AS POSSIBLE GROWTH GETTING THE LARGEST % OF OUR AUDIENCE TO EXPERIENCE CORE VALUE AS QUICKLY AS POSSIBLE PRODUCT BUILDING CORE VALUE Credit: Chamath Palihapitiya (First Head of Growth at Facebook)
  • 14. True University 2018 Typical shower questions Who is my audience? What problem is my product solving? How do I enable my users to achieve their goals? What are the friction areas within the product experience? How much of that is a problem? What defines Activation for my product? What naturally pulls my users back in the product? How do we help the user build a habit using our product? Which features are being used or unused? How does that affect retention? Product Growth Both
  • 15. Why create a Growth team? True University 2018
  • 16. True University 2018 We all care about Growth! Everyone cares about Growth
  • 17. True University 2018 We all care about Growth! But then, new priorities show up Release/Launch We have to ship this!
  • 18. True University 2018 We all care about Growth! Marketing tasks (almost always) get deprioritized Release/Launch We have to ship this! No engineering capacity for marketing tasks. We all care about Growth again!
  • 19. True University 2018 This does not work
  • 20. True University 2018 A parallel team designed for velocity, focused on a North Star metric Product team Growth team Focused on a North Star metric Self served (design, data, marketing, etc.) No context switching Owns ideation, definition, execution and results analysis
  • 21. True University 2018 Who is on this team, initially? PM Engineer Yup, that's enough to start!
  • 22. True University 2018 Later, you can scale PM Engineer Marketer Data AnalystDesigner
  • 23. It’s not just technical skills, it’s a mindset. True University 2018
  • 24. How to run a Growth team? True University 2018
  • 25. True University 2018 Pillars of a Growth team A North Star metric Growth Model (audit and forecasting) Qualitative research A Growth pipeline An experimentation platform Sprints
  • 26. True University 2018 Initially, it will go like this We should increase our open and click rates! We should send push notifications!
  • 27. True University 2018 Where do you have a problem and what do you want to focus on? Acquisition Activation Retention Revenue Referral This is the most important lever The first impression you make on your users Lifting Activation will lift all boats
  • 28. True University 2018 We tend to lean towards lagging indicators of success DAU WAU MAU Output Metrics (lagging indicators)
  • 29. True University 2018 They are useful to track high-level health, but not for experimentation Metrics like DAU, WAU or MAU are output metrics They are not specific enough, not actionable Instead, we want to pick a leading indicator of success We need a North Star metric causal to the desired outcome (here, retention)
  • 30. True University 2018 Bad North Star examples WMI (Weekly Mobile Installs) WNS (Weekly New Signups) MUS (Monthly Unique Sessions)
  • 31. True University 2018 You want a North Star metric that captures user value, causal to retention YBG (Yearly Guests) WR (Weekly Repins) WHM (Weekly Hosted Meetings) WMS (Weekly Messages Sent) WT (Weekly Trips)
  • 32. True University 2018 The North Star helps everyone understand what being active means, it is also: Memorable Measurable Actionable
  • 33. True University 2018 Still output (lagging indicator), but this defines what Active means. It also helps us figure out the input metrics that will move retention up. WR (Weekly Repins) WHM (Weekly Hosted Meetings) WMS (Weekly Messages Sent) WT (Weekly Trips) YBG (Yearly Active Guest) You want a North Star metric that captures user value, causal to retention
  • 34. True University 2018 How to find your North Star metric? Combination of qualitative and quantitative research Apply product intuition/sense too What is the best action in your product that captures user value? Does that action highly correlates or is causal to retention?
  • 35. True University 2018 Then break it down into input metrics that will drive that North Star up Output North Star (lagging indicator) WHM (Weekly Hosted Meetings) Inputs (leading indicator) Calendar, Slack Integration Notifications Recurring Meetings Setup
  • 36. True University 2018 From North Star to habit per user segment (Hobbyist, Semi-Pro, Pro) Hobbyist: 7 Exports in first 28 days WAE (Weekly Active Exports) Semi-Pro: 14 Exports in first 28 days Pro: 21 Exports in first 28 days Hypothetical North Star Metric for Creative Cloud products
  • 37. True University 2018 Through correlation analysis, find input metrics: Lightroom example Habit formed Hobbyist: 7 Exports in first 28 days Aha! momentSetup moment Import a photo on Day 1 White balance in first 7 days The user has done actions to experience the aha! moment The user has established the habit around the core value prop. The user has experienced the core value prop for the first time.
  • 38. True University 2018 Moving away from the gut feel You don’t want to start with tactics, but data Is it worth doing rather than will this work? What will be the compound impact of doing this on your north star metric? To answer that question, we use a Growth model
  • 39. True University 2018 The Growth Model 10% of your paid customers never download the app 40% don’t launch the app the second week * fake data
  • 40. True University 2018 Forecast the impact of your test on your output metric Should we lift 3% in downloads?
  • 41. True University 2018 Forecast the impact of your test on your output metric Should we lift 3% in First week repeat?
  • 42. True University 2018 Forecast the impact of your test on your output metric Forecasted impact
  • 43. True University 2018 Qualitative research Quantitative tells you the what, Qualitative tells you the why
  • 44. True University 2018 Becoming the user Use the product, build empathy Become the user (ethnography) Meet with new users in their home environment, in person Talk first to users who did not stick around (no queries will tell you what they felt)
  • 45. True University 2018 The Customer Empathy Framework bit.ly/customer-empathy-framework
  • 46. True University 2018 Growth pipeline Then we develop hypotheses leading up to experiments Hypotheses are listed and ranked using the Upside/Confidence/Effort score
  • 47. True University 2018 Growth pipeline Upside: Is it worth doing? (Volume) Confidence: How likely it this to succeed? Effort: How many engineers, designers and marketers do we need?
  • 48. True University 2018 An experimentation platform Invest in a platform to run your experiments (A/B tests) 3rd party initially, then build your own The more time spent in settings tests up, the lower the ROI is
  • 49. True University 2018 Sprints You want to set a timeline for achieving results Pick a target number for your North Star metric and run Not too short or people don’t have time to step back and think We are testing 90 days currently
  • 50. True University 2018 Evolution of a Growth team Crawl Walk Run
  • 51. True University 2018 Crawl: Prove the model, survive skepticism Prove velocity Go after low hanging fruits Target simple metrics (open rates, click rates, launch rates, etc.) Get quick wins to get organization excited and executive sponsoring No behavioral triggers (only batch & blast) No experimentation platform needed, all tests rollout and analysis is manual
  • 52. True University 2018 Walk: Increase velocity Increase precision (North Star metric) Define and target the input variables driving that north star Start forecasting impact of experiments on your North Star metric Support for behavioral triggers (when the user does X, do Y) Experimentation platform rolls out tests and analysis is automated
  • 53. True University 2018 Run: Maturity in metrics and agility Optimize for scale Design the right organization (data & platform) to run faster Build predictive models to detect specific behaviors (churn, etc.)
  • 54. True University 2018 Who does the team report up to? A few options: Growth as a separate function Cross functional Distributed
  • 55. True University 2018 Growth as its own organization CEO VP Product VP Engineering VP MarketingVP Growth Growth Engineering Growth PMs Growth Designers Growth Marketers Can be hard to setup in existing large organizations where engineering, design and marketing don’t sit in the expected organization.
  • 56. True University 2018 Growth as cross functional CEO VP Product VP Engineering VP Marketing Growth PM Growth Designers Growth Marketers Growth Engineers The whole company lends resources to form a Growth force
  • 57. True University 2018 At Adobe: Growth as distributed “squads” CEO VP Product #1 VP Product #2 VP Product #3 Growth Squad #1 Growth Squad #2 Growth Squad #3 Each squad is autonomous and owns engineers, designers, marketers, PMs, loaned by each respective Product organization. The centralized Growth team provides platform, tools, resources if needed and quantitative insights. Centralized Growth Team
  • 58. True University 2018 Growth and Product Growth should influence Product Roadmap prioritization Reward usage vs shipping Build, Test, Measure, Learn
  • 59. True University 2018 Summary Before anything, get to product fit Growth is full funnel, end to end and never done If everyone owns Growth, no one is really doing it You want a separate/dedicated team focused on Growth Don’t focus on lagging indicators to measure success Find your North Star metric and the leading indicators that drives it Focus experiments on the North Star metric Go 3rd party before building your own experimentation platform Walk before you run
  • 60. True University 2018 Download the slides http://bit.ly/why-growth