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What are Growth Teams For
and What Do They Do?
Casey WintersGrowth Advisor in Residence @Greylock
Former Growth Lead @Pinterest
Former First Marketer @Grubhub
Former Marketer @Apartments.com @Homefinder
Casey Winters | @onecaseman | caseyaccidental.com
Scale usage of a product which has product market fit. You do this
by building a playbook on how to scale the usage of this product.
The purpose of “growth”
How you might know?
You have customers that are actively using your product
and would be pissed if it went away.
You know your customers, you know your market, and your
primary challenge is how do I get more of these customers?
Product Market FitDo you have it?
Casey Winters | @onecaseman | caseyaccidental.com
Key Action: what indicated the user received value
Designated Frequency: how often we expect the user
to receive value
Measuring RetentionWhat do you need to know?
Casey Winters | @onecaseman | caseyaccidental.com
Key Action: identify best unit of value
Designated Frequency: Frequency of offline analog
Measuring RetentionWhat do you need to know?
Casey Winters | @onecaseman | caseyaccidental.com
Key Action: Saving
Offline Analog: Magazines
Designated Frequency: Monthly (at first)
Measuring RetentionPinterest Example
Casey Winters | @onecaseman | caseyaccidental.com
Key Action: Ordering Food Online
Offline Analog: Ordering Food by Phone
Designated Frequency: Monthly
Measuring RetentionGrubhub Example
Casey Winters | @onecaseman | caseyaccidental.com
Product Market Fit
How you might know?
Your retention curve (of usage, not
revenue) flattens somewhere. This
means that for some customers, you
have product market fit. You just
want to grow the volume of those
customers now.
Do you have it?
Casey Winters | @onecaseman | caseyaccidental.com
Product Market Fit
Can you grow a business with that retention?
The ability to acquire users at less than the amount of money you make from that curve represents true product-market fit.
If you’re not making any money, that means you need to be able to grow the size of the cohort without spending any money.
Do you have it?
Casey Winters | @onecaseman | caseyaccidental.com
Product Market Fit
Can you grow a business with that retention?
If you are making money, it’s growing the cohort size with a cost per acquisition less than the revenue per user of those users over a time frame you can predict well
Three months for early stage
Six months for mid stage
One year for late stage
Do you have it?
Casey Winters | @onecaseman | caseyaccidental.com
Product Market Fit
Can you grow a business with that retention?
If you can’t grow cohort size with where your cohort flattens, you are not at product-market fit and need to improve where the cohort flattens
Do you have it?
Casey Winters | @onecaseman | caseyaccidental.com
Product Market FitWhat happens when you think you have Product Market Fit … but you don’t.
Casey Winters | @onecaseman | caseyaccidental.com
Product Market FitWhat happens when you think you have Product Market Fit … but you don’t.
Casey Winters | @onecaseman | caseyaccidental.com
Product Market FitWhat happens when you think you have Product Market Fit … but you don’t.
Casey Winters | @onecaseman | caseyaccidental.com
Product Market FitWhat happens when you think you have Product Market Fit … but you don’t.
Casey Winters | @onecaseman | caseyaccidental.com
Product Market FitWhat happens when you think you have Product Market Fit … but you don’t.
“A cleaning company charges north of $85 for a 2.5-hour house cleaning, but to rope in as many new customers as possible, it offers the service for a promotional price of $19. Guess what happens when the introductory deal is used up?”
What Really Killed Homejoy? It Couldn't Hold On To Its Customers (Forbes)
Casey Winters | @onecaseman | caseyaccidental.com
Why Growth?Three ways to grow your product.
Phase I: “Free”, Measurable, Scalable
(Growth Product)
Phase II: Paid, Measurable, Scalable
(Performance Marketing)
Phase III: Paid, Non-Measurable, Non-Scalable
(Brand Marketing)
Casey Winters | @onecaseman | caseyaccidental.com
Why Growth?Startup growth is different from marketing.
The first stage requires working with the product. Marketing teams (usually) don’t have access or expertise to that part of your organization.
Casey Winters | @onecaseman | caseyaccidental.com
Why Growth?Startup growth is different from traditional marketing.
Awareness
Interest
Evaluation
Commitment
Use
Casey Winters | @onecaseman | caseyaccidental.com
Why Growth?Startup growth is different from traditional marketing.
Loving Product
Trying Product
Tried Product
Need Product
Fit Core Audience
General Awareness
Casey Winters | @onecaseman | caseyaccidental.com
Startup growth is different from traditional marketing.
Why Growth?
Loving Product
Trying Product
Tried Product
Need Product
Fit Core Audience
General Awareness
Product, Referrals
Product, Conversion, NUX
Notifications, Retargeting
Paid and Organic Search
Targeted Advertising e.g. Facebook
Brand Marketing
Casey Winters | @onecaseman | caseyaccidental.com
Why Growth?
Most product teams are built to create value or improve
value provided to customers.
Growth is connecting more people to the existing value
of a product.
Startup growth is different from traditional product.
Casey Winters | @onecaseman | caseyaccidental.com
How do I start a Growth team?Where do the people come from? What do they do?
Casey Winters | @onecaseman | caseyaccidental.com
How do I start a Growth team?Where do the people come from? What do they do?
So how do growth teams start?
Typically, they find one problem that could help drive growth that has been
neglected at the company, so it’s easy to own.
Prioritize problems based on high impact, low effort, high chance of success, and
ideally short iteration cycles. Analyze the data to figure out where the problems are.
Run experiments.
Some examples: Logged out experience, Emails/Notifications, Referrals, SEO, Onboarding flow
Casey Winters | @onecaseman | caseyaccidental.com
How do I start a Growth team?Where do the people come from? What do they do?
What does team structure look like?
Required: Dedicated engineer and designer
Nice to have: PM and analyst/data scientist
The team has to sit together, not with other people of the same function
Casey Winters | @onecaseman | caseyaccidental.com
How do I start working on growth?What’s our first problem to solve?
After that, you have to analyze the data...
Pinterest example:
● Millions of visits a month from Google to board pages
● A conversion rate of less than 1%
● All previous conversion work had been focused on the homepage, which was
receiving a lot less traffic than these board pages
● So let’s set a goal of increasing that rate by 15%
Casey Winters | @onecaseman | caseyaccidental.com
Conversion OptimizationProject Gift Wrap
• Recently ran an experiment making a new
page available to search engines, which
decreased signups
• As we analyzed the experiment, we saw
the reason was because when people
clicked on these links from other pages,
they were blocked and asked to sign up,
and they did.
Casey Winters | @onecaseman | caseyaccidental.com
Conversion OptimizationProject Gift Wrap
• We let users scroll infinitely on these
board pages, but only showed 25 Pins
to search engines
• For simplicity, we decided to make the
same rule for users as search engines
Casey Winters | @onecaseman | caseyaccidental.com
The results?
• 50% improvement in conversion rate
• No decrease in search engine traffic
• No decrease in activation rate (at least at first)
Conversion OptimizationProject Gift Wrap
Casey Winters | @onecaseman | caseyaccidental.com
What else do growth teams work on?Examples from all parts of the funnel.
Casey Winters | @onecaseman | caseyaccidental.com
Product Retention
Reducing Friction > Adding Features
Casey Winters | @onecaseman | caseyaccidental.com
Retention comes from a maniacal focus on improving the core product.
So how do you improve the core product?People + metrics.
Data (what people do)
Qualitative research (why they do it)
Casey Winters | @onecaseman | caseyaccidental.com
Remove barriers to higher retentionGrubhub example
● Low restaurant variety
● High minimums and fees
Casey Winters | @onecaseman | caseyaccidental.com
Get to product value as fast as possible.But not faster.
Casey Winters | @onecaseman | caseyaccidental.com
+
Reduce friction that distracts from product value.Get rid of non-critical elements for new users.
Casey Winters | @onecaseman | caseyaccidental.com
Don’t be afraid to educate contextually.A design with education is better than a design that doesn’t educate.
Casey Winters | @onecaseman | caseyaccidental.com
Referrals and ViralityHave engaged users drive new users or growth inside organizations
● This requires people to share and to want to share
● Need a strong value proposition for sharing.○ Uber: money○ Dropbox: better product experience (solo)○ Snapchat: better product experience (friends)○ Medium: vanity or emotion○ GoFundMe: cause
Casey Winters | @onecaseman | caseyaccidental.com
Search Engine OptimizationAuthority and Relevance
Authority
- Market Launches example
Relevance
- Landing pages
Casey Winters | @onecaseman | caseyaccidental.com
Search Engine OptimizationSEO friendly landing pages
Casey Winters | @onecaseman | caseyaccidental.com
Paid AcquisitionGoogle, Facebook, and more. Oh my!
● By far the fastest way to get people to try your product
● It’s a drug that’s easy to get addicted to, and scaling via paid is not a very
defensible strategy unless you get to best in the world at it
● Very expensive at scale, so need to understand arbitrage
● CPA < LTV (set lifetimes conservatively and measure them by cohort and
channel)
● Everything (and I mean everything) is trackable
● Efficient frontier is real
● Adwords (if there is existing demand) and Facebook Lookalikes are best
way to get started
● Retargeting is effective, but hard to measure correctly
Casey Winters | @onecaseman | caseyaccidental.com
• Right content i.e. it reinforces value of product
• Right time• Right amount
Emails and NotificationsStart messaging like a personal assistant
Casey Winters | @onecaseman | caseyaccidental.com
• Test manually, then automate and personalize
• Subject lines and calls to action matter; design doesn't as much
• Run emails/notifications as AB experiments to see lift in usage + lift in unsubscribes/app deletions
• Measure impact of unsubscribe/deletions on usage
Focus on testing and personalization. Start messaging like a personal assistant
Casey Winters | @onecaseman | caseyaccidental.com
Loyalty and Engagement ProgramsEngagement tactics
• These need to be profit drivers, not cost centers.
• The exception: Unless they build a moat (which is more rare than most operators would like to believe).
Casey Winters | @onecaseman | caseyaccidental.com