The Growth section at GitLab was formed as of August 2019 and we are iterating along the way. We are excited by the unique opportunity to apply proven growth approaches and frameworks to a highly technical and popular open core product. Our goal is to accelerate and maximize GitLab user and revenue growth, and while doing that, to become a leading B2B product growth team and share our learnings internally and externally.
Currently, our Growth section consists of 6 groups (acquisition, conversion, retention, expansion, fulfillment, telemetry), each consisting of a cross-functional team of Growth Product Managers, Developers, UX/Designers, with shared analytics, QA and user research functions.
In essence, we are a cross-functional team of product managers, engineers, designers and data analysts with a unique focus and approach to help GitLab grow. Since GitLab Growth Section is still relatively new, we'd like to share the principles we strive to operate under, which will act as our team vision, and also help the rest of the company understand the best ways to collaborate with us.
While most traditional product teams focus on creating value for users via shipping useful product features, the Growth section focuses on connecting users with that value. We do so by:
Growth teams are by nature cross-functional as they interact and collaborate closely with many other functional teams, such as Product, Sales, Marketing, Customer success etc. Much of growth team's work helps to complement and maximize these team's work, and ultimately allow customers to get value from our product.
To provide some examples:
Growth teams use a highly data & experiment driven approach
Note that the terms used in growth model are broadly defined, for example, "Conversion Rate" here refers to the percentage of various non-paid customers (new, trial, free) converting to paid customers.
By following this systematic process, we try to make sure that: 1) We know what matters most; 2) Teams can work independently but their efforts will all contribute to overall growth ; 3) We always aim to work on the projects with the highest ROI at any given moment. The ultimate goal is that we are not only uncoverying all levers to drive growth, but also tackling them as efficienly as possible.
"Experiments do not fail, hypotheses are proven wrong"
Growth teams view any changes as an “experiment”, and we try our best to measure the impact. With well-structured hypotheses and tests, we can obtain valuable insights that will guide us towards the right direction, even if some of the experiments are not successful in term of driving desired metrics.
Below is a sample list of our currently running and concluded experiments.
|Update .com paid sign up flow||Acquistion||Live|
|Pricing page tier presentation test||Acquistion||Iterating|
|Display security navigation to upsell new .com signups||Conversion||Live|
|.com Trial flow improvments||Conversion||Concluded|
|MR with no pipepline Prompt||Expansion||Concluded|
|Clarify Auto renew toggle vs. Cancel||Retention||Concluded|
|MVC of What's New||Retention||Live|
Please refer to here for latest GitLab Company & Growth Section OKR
Please refer to here for a complete set of product KPIs
In 2020, Covid-19 has brought uncertainty and disruptions to the market. In tough economic times, all businesses need to focus on efficient growth. GitLab's Growth Section aims to help the company drive growth while improving efficiency in all fronts. Therefore we've aligned our 1-Year Plan into the 3 themes below:
Existing customer retention is our life blood, especially in tough marco-economic environments, it is critical to serve our current customers well and minimize churn. GitLab has a unique advantage with a subscription business model, and ourgross retention is fairly strong, however if you drill down to look at cohort-based subscription retention, we still have room for improvement. On the other hand, in tough times, our customers will potentially be facing challenge and uncertainty as well, therefore it will be naturally harder to upsell them with higher tiers or more seats. By staying laser focused on retention, we can build a strong foundation to weather the storm and drive growth sustainability, and can be right there when customers are ready to expand again.
To improve retention, the Growth Section has identified and will be working on the areas such as:
1) Continue to make the customer purchasing flows such as renewal and billing process robust, efficient, transparent and smooth, as these are critical customer moments.
We have done projects such as:
And we are also working on quarterly co-term billing for self-hosted customers, continious improvement of customer portal user experience, as well as supporting critical pricing and packaging related projects.
To make sure what we do will benefit customer, we have a weekly cross-functional sync with sales, biz ops, support, finance and closely monitor Customer Success Score (billing related) as our OKR.
2) Deep dive into the customer behavior and identify leading indicators for churn. This will include projects such as:
3) Identify and experiment on drivers that can lead to better retention.
Through analysis, we can identify which customer behaviors are critical to retention, and therefore we can experiment on prompting these types of behaviors among more customers. For example, one hypothesis is that if a customer uses multiple stages and features of GitLab, they are more likely to get value from a single DevOp platform, thus they are more likely to become a long term customer.
Therefore, in FY21, one of the Growth Section's focus areas will be on helping GitLab customers adopt more stages, and we'll observe if that leads to better retention to confirm the causation. ALong with this, we will need to conduct both quantitative data analysis and quanlitative research to describe the baseline and understand the drivers and barriers behind stage adoption.
In order to grow efficiently, we also want to maximize the efficiency of new customer acquisition. For each marketing dollar we spend, we want to bring more dollars back in terms of revenue, and we also need to reduce payback time to generate cash flow that is essential for weathering storms.
As a collaborator to marketing & sales teams, the role the growth team can play here is to aggressively analyze, test and improve the new user flow and in-product experience between about.gitlab.com, GitLab.com, self-hosted instance, customer portal etc., with the goal of converting a prospect who doesn’t know much about GitLab, to a customer who understands the value of GitLab and happily signs up for a paid plan.
In order to achieve this goal, we try to understand what the drivers are leading to new customer conversion and amplify them. For example, we have identified through analysis that the number of users in a team, as well the numbers of stages/features a team tries out, all seem to be correlated with a higher conversion rate to a paid plan. Accordingly, we planed experiments and initiatives this area such as:
1) Building a new customer onboarding tutorial to help users learn how to use different stages of GitLab
2) Design better team invitation flow & triggers to increase the team size
3) Setting up customers behavior triggers to enable the growth marketing team to send targeted & triggered emails
Again, in order to drive this theme, we will also need to understand the end to end new customer journey, and identify the drivers and barriers via a series of research and analytics projects, such as:
1) Map out GitLab new customers journey and understand any potential experience or data gaps between marketing, sales, growth, product teams
2) Post-purchase survey & Email survey to understand the reasons behind why some customers convert, while others don’t
3) Self-hosted new customer user research
Data is key to a growth team’s success. Growth team uses data & analytics daily to: define success metrics, build growth models, identify opportunities, and measure progress. So part of our focus for FY21 will be working closely with GitLab data analytics team to build out that foundation, which include:
1) Provide knowledge & documentation of currently available data sources to understand customer behaviors . Also, establish a framework and best practices to enable consistent and compliant data collection
2) Build out a Product usage metrics framework to evaluate how customers engage with certain features. For example, we successfully finished SMAU data collection and dashbaording project for all GitLab product stages in Q1, and will move on to a similar North Star Metric project for all GitLab product features in Q2.
3) Build out Customer journey metrics framework to understand how customers flow the GitLab through funnel, including end to end cross-functional reporting spanning marketing, sales and growth.
Along the way, we also aim to share our learnings and insights with the broader GitLab team and community, as we firmly believe growth is a whole company mission, and that success ultimately comes from constant learning & iteration & testing & sharing, as well as breaking the silos of functional teams to drive towards the same goal.
Below is a sample of the dashboards we build and use daily. Many of these dashboards are used not only by us, but also by executives, broader product team, sales and customer success teams. Over time, the Growth Section wants to become an "insight hub" to constantly share learnings that can empower other GitLab teams.
|Overall Product Usage||SMAU dashboard||Stage Monthly Active User trend for both .com and self managed|
|Overall Product Usage||Stage Retention and Adoption Dashboard||How popular are the stages among GitLab customers, and how well are they retaining customers|
|Acquisition||New Customer Acquisition Dashboard||Trend of acquistion of new customers|
|Conversion||New Customer Conversion Dashboard||How are new users converting to customers and what are the drivers|
|Retention||Renewal Dashboard||Trend on renewal and cancellation of susbscriptions|
|Retention||Retention Dashboard||Retention metrics and trend|
|Expansion||Churn/Expansion by Segments Dashboard||Churn/Expansion reason and sales segment|
|Expansion||SPAN Deep Dive Report||How to understand SPAN (Stage Per Average Namespace) and ideas to improve SPAN|