Marketing Analytics

Marketing Analytics supports the entire Marketing team to develop and execute a Global Marketing Strategy by working with Marketing Leadership and GTM teams as well as owning the overall measurement strategy for GitLab marketing.

Charter

Marketing Analytics supports the entire Marketing team to develop and execute a Global Marketing Strategy working with Marketing Leadership and GTM teams, as well as owning the overall measurement strategy for GitLab marketing working with the data team.

Meet the Team

How to Communicate with Us

Slack channels

We can be reached via our own #mktg-analytics channel, although we also monitor the general #marketing channel and #mktgops. We attempt to avoid direct messages where possible as it discourages collaboration.

How to Get Help

See the following page for information specifically pertaining to Marketing Analytics - Analytics Engineering.

Our Work

As part of our work, we publish self-service dashboards for team members to understand campaign performance and key marketing KPIs. Our dashboard page lists our currently supported dashboards and our framework for publishing a new dashboard.

Our team supports building dashboards and reporting based on GitLab’s Enterprise Data Warehouse(EDW). This includes building SoT Tableau Dashboards, Ad-Hoc Reports in Snowflake & Tableau, and reporting in Ad-Hoc investigations in Google Sheets with data from the EDW. We do not support building SoT or Campaigns based dashboards in Salesforce.

How We Work

We use milestones to create 1 month sprints (iterations). Below are links to our project within GitLab.com and a view of our current and upcoming milestones.

Issues

The team works from issues and issue boards. If you are needing our assistance with any project, please open an issue and use the ~MktgSandP::0 - To Be Triaged label anywhere within the GitLab repo. Prior to opening a new issue, feel free to reach out to one of us to see if there is already a related issue that you can add your comments to.

With Agile Delivery being one of the solutions that GitLab (as a product) addresses, the Marketing Analytics team aims to follow many of the agile methodologies. To help us in that effort, please create any Marketing Analytics issues in the following format.

Note: This format is the Agile user story format and helps the issue-requester (you) and the Strategy team by clearly stating what as well as why for each request and concern.

Format: As a _____ (role in marketing), I would like to ____________(need), so that ________________(reason).

Marketing Analytics uses a local issue board within the Marketing project.

Issue Weights

Marketing Analytics uses the Fibonacci sequence when creating issue weights. We start with a weight of 2, smaller is too simple for an issue. Similarly, we break any issue larger than 13 into an epic.

Epics

In order to categorize various related issues, we make use of epics to help each team member organize their work, especially when it crosses multiple milestones. If it is a Marketing Analytics epic, we will add the In Epic label to it, so that we can easily see that it is part of an epic on our kanban board.

Milestones

The Marketing Analytics team works in one month milestones at the /gitlab-dot-com/ level. Each individual contributor (IC) is responsible for adding issues to the milestone that will be completed in the two week time frame. If needed, the IC will separate the main issue into smaller pieces that are workable segments of the larger request.

If there are handbook updates that need to be made as a result of work done in a given milestone, a separate MR should be included in that milestone.

Focus Fridays

The Marketing Analytics reserves Fridays for focused work. Please try not to schedule meetings for team members on Fridays, so they can devote time for deep work in milestone-related issues.

Stakeholder Alignment

To give each functional marketing team has a single point of contact for marketing analytics, we use the following stakeholder mapping alignment table.

Functional Marketing Team MS&A Team Member
Brand Dennis Charukulvanich & Ankit Kanwar
SEO Dennis Charukulvanich
Account Based Marketing Djordje Micovic
Sales Dev Luke Salmas
Demand Generation Campaigns Team David Egan
Partner David Egan
Digital Strategy David Egan
Lifecycle Marketing David Egan
Field Marketing Djordje Micovic & David Egan
Global Channel Marketing Djordje Micovic & David Egan
Digital Experience Dennis Charukulvanich & Ankit Kanwar
Developer Relations Robert Kohnke
Marketing Data Science Jerome Ahye
Marketing Analytics Engineering Robert Kohnke

Important Resources

We are the Business Owners Of the Following Applications

Requesting access to an existing tool

To request access to Bizible or Allocadia, please follow the access request process as outlined in the business operations handbook.

If you are working with a contractor or consultant that requires access to one of these tools, please follow the professional services access request process as outlined in the procurement handbook.

Campaigns and Programs

As is typical of any marketing organization, we often look at our Campaigns to see how they are doing. The Campaigns and Programs Page shows all of the campaign types, their progression statuses and cost tracking.

Touchpoints & Attribution

We use Adobe Marketo Measure (Bizible) for marketing attribution and tracking times when there is engagement with our prospects. The Adobe Marketo Measure handbook page has more details.

Web Traffic Analysis

Google Analytics data is used to gain insights about the visitors and their behavior on our websites. The web traffic analysis data catalog provides details about how to leverage GitLab specific web data (key terms, definitions, KPIs, caveats, data structure)

Operational Timeline of Changes

Periodically Marketing Analytics becomes aware of significant changes that affect overall data and reporting. To capture these, we have a shared Operational timeline of events with the MktgOps team. They primarily add any process changes to this document as they occur. It has been a great communication tool, especially as we look back at metrics in the past and can track the changes that were made.


Allocadia
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Google Analytics 4
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Google Tag Manager
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Marketing Analytics - Analytics Engineering
Marketing Analytics' Analytics Engineer supports the Marketing Analytics team directly as well as the wider Marketing Org to develop, hone, and refine SQL code by interfacing with and acting as liaison between the Central Data Team (CDT) and Marketing/Marketing Analytics.
Marketing Analytics Data Overview and General Information
Marketing Analytics, as the embedded data team for the Marketing Org, relies heavily upon and adheres closely to the guidelines, rules, and best practices of the [Central Data Team (CDT)](/handbook/enterprise-data/). ßBelow are a few brief overviews of core concepts involved in the data work performed by the Marketing Analytics team - for further details and more granular information, please review the CDT/Enterprise Data Team handbook pages.
Marketing Dashboards
Marketing Analytics creates and maintains dashboards using our marketing metrics
Marketing Metrics
We use Tableau to view and analyze our marketing metrics from multiple data sources.
Marketing Persona Mapping
How Marketing categorizes titles in our Tableau Reporting
Last modified August 21, 2025: Add dashboard scope to MA (6f38c7a0)