Atlassian vs Shopify

Atlassian — Application · Public · $48.2B mkt cap · 4 of 4 figures sourced  |  Shopify — Application · Public · $196.7B mkt cap · 4 of 4 figures sourced

Relationship

Overlaps on agentic coding, code review, data analysis and 2 more; larger scale (public).

Assembled from the recorded fields for this pair, not hand-checked. The comparison below is read from each company’s own profile.

5 of 12 capabilitiesShared product typeLarger scale

5 of 12 capabilities — Shares agentic coding, code review, data analysis and 2 more.

Ludbee capability tags · from the product records

Shared product type — Both ship AI agent and application.

Ludbee product records

Larger scale — Shopify: $196.7B market cap, against Atlassian's $48.2B market cap.

Ludbee scale figures · valuation, market cap or revenue estimate

Aligned comparison

FieldAtlassianShopify
Market cap$48.2B$196.7B Shopify has 4.1× more
Employees13,3017,600 Shopify has 43% fewer
Founded20022006 4 yrs later
StatusPublicPublic match
CategoryApplicationApplication match
Stack layerAI agent, API service, Agent platform, ApplicationAI agent, Application, Developer tool, Platform
HeadquartersSydney, AustraliaOttawa, Canada

Capability overlap

Shared · 5

Agentic codingCode reviewData analysisKnowledge retrievalWorkflow automation

Not verified for Shopify · 7

Agent orchestrationCode generationCustomer supportHR and recruitingSummarizationVideo analyticsVoice agent

Recorded for Atlassian. Shopify’s product records say nothing either way — a missing record is not a missing capability.

Not verified for Atlassian · 2

Image editingMarketing content

Recorded for Shopify. Atlassian’s product records say nothing either way — a missing record is not a missing capability.

Products, side by side

Algorithmic pairing — assembled from recorded fields, not hand-checked

Atlassian

Application

Atlassian TalentApplication

Workforce-planning app in the Atlassian Strategy Collection that maps positions, skills and capacity to strategic initiatives so leaders can see how each initiative is staffed and spot gaps. Atlassian titles it 'AI-first Workforce Planning' and promises 'intelligent workforce planning guidance', but the product page names no specific AI mechanism beyond that.

Customer Service ManagementApplication

External customer-service app sold only inside the Atlassian Service Collection: AI agents built in Agent Studio resolve common requests and escalate complex ones, a Rovo-powered omnichannel workspace keeps each customer's conversation in one thread, Voice AI answers calls and turns them into work items with transcripts, and human agents get AI help finding answers and summarising issues.

Loom AIApplication

AI feature suite inside Loom (owned by Atlassian) that automatically generates titles, summaries and chapters, and converts recorded videos into documents, Jira/Linear issues or messages.

AI agent

Rovo DevAI agent

Atlassian's agentic AI coding product for the software development lifecycle, available as a CLI, a VS Code extension, and inside Bitbucket Cloud and GitHub, covering planning, code generation, code review and automation.

Shopify

Application

SidekickApplication

AI commerce assistant built into the Shopify admin that designs store pages, writes product copy, edits product photos and handles day-to-day store-management tasks from a chat prompt.

AI agent

Campaign AutopilotAI agent

An early-access marketing tool that generates and runs AI-optimised paid and organic ad campaigns across supported channels from the Shopify admin.

No counterpart

Atlassian sells these in a stack layer with no product recorded for Shopify yet — nothing on the other side to compare them against.

API service

Atlassian Rovo MCP ServerAPI service

A hosted Model Context Protocol server that lets external LLMs, IDEs and agent platforms securely search and fetch data from Jira, Confluence and other Atlassian Cloud products.

Agent platform

RovoAgent platform

AI that connects across Jira, Confluence and a team's other work through the Teamwork Graph -- contextual search and answers plus agents that automate workflow steps.

Rovo StudioAgent platform

A no-code workspace inside Rovo for building, deploying and governing AI agents, automations and apps against Atlassian's Teamwork Graph.

Shopify sells these in a stack layer with no product recorded for Atlassian yet — nothing on the other side to compare them against.

Developer tool

Shopify AI ToolkitDeveloper tool

A developer toolkit distributed as editor plugins, agent skills and an MCP server that connects AI coding agents to Shopify's developer docs, API schema validation and authenticated CLI store-management tasks.

Platform

Agentic StorefrontsPlatform

Structures a merchant's product catalogue via Shopify Catalog so AI chat platforms such as ChatGPT and Gemini can surface and sell the merchant's products, with every sale routed through Shopify Checkout.