Bubble Lab vs Make: Workflow Automation Comparison
Compare Bubble Lab and Make side by side. Both are tools in the Workflow Automation category.
The short answer
Choose Bubble Lab if aI-native design with Pearl assistant providing intelligent ops automation.
Choose Make if powerful visual builder with superior handling of complex multi-step workflows and branching logic.
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Quick Comparison
| Category | Workflow Automation | Workflow Automation |
| Pricing | — | Freemium |
| Best For | — | Teams who need more complex automation logic than simple trigger-action tools provide |
| Website | bubblelab.ai | make.com |
| Key Features | — |
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| Use Cases | — |
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Pros & Cons: Bubble Lab vs Make
- +AI-native design with Pearl assistant providing intelligent ops automation
- +Instant Slack deployment with zero engineering setup required
- +Enterprise-grade security with SOC 2 Type 1 and Tier 2 CASA certifications
- +Open-source component with production-ready TypeScript for full control
- +Y Combinator backing (W'26) with strong growth potential
- −Extremely new platform (founded 2025) with limited track record
- −Very small team (2 people) may struggle with support and development capacity
- −Limited integrations compared to established platforms
- −Pricing not transparent or publicly available
- +Powerful visual builder with superior handling of complex multi-step workflows and branching logic
- +3,000+ app integrations with advanced data transformation and HTTP/webhook capabilities
- +Cost-effective pricing, significantly cheaper than Zapier for complex automations
- +Built-in code environment for JavaScript and Python for advanced customization
- +Backed by $13B Celonis with enterprise-grade reliability and continuous innovation
- −Steeper learning curve than Zapier due to more complex interface and field mapping
- −Credit-based pricing system can be confusing to estimate costs accurately
- −Less suitable for complete beginners or non-technical users
- −Smaller community and fewer pre-built templates compared to Zapier
When to Choose Bubble Lab vs Make
- Complex multi-step automations
- Marketing and sales workflow automation
- Data transformation pipelines
How to Choose a Workflow Automation Tool
Key criteria to evaluate when comparing Workflow Automation solutions:
About Bubble Lab
Bubble Lab (YC W'26) is an AI-native workflow automation platform that deploys Pearl, your AI-powered ops super-employee, directly into Slack workspaces. Founded in 2025 as part of Y Combinator's Winter 2026 batch, Bubble Lab enables operations teams to eliminate manual work, reduce context switching, and scale operations without scaling headcount. Pearl connects to tools like Notion, Jira, HubSpot, Stripe, and Google Workspace, taking actions on behalf of users including updating systems, running reports, and executing operational workflows automatically. The platform features a visual workflow builder for creating custom automation flows from scratch, with deployment to Slack possible in less than a minute with no engineering setup required. Teams use Bubble Lab for drafting and sending emails and Slack messages, creating Jira tickets and updating Notion docs, running recurring workflows like standup summaries and report generation, and answering questions from internal docs and databases. Built with enterprise security in mind, Bubble Lab is SOC 2 Type 1 certified and Tier 2 CASA verified, with all connections encrypted end-to-end and a commitment to never training on customer data. The platform is also open-source, providing production-ready TypeScript workflows that can be owned, debugged, and deployed anywhere.
About Make
Make (formerly Integromat) is a visual automation and integration platform that enables users to design, build, and run workflows across more than 3,000 cloud applications and APIs without writing code using a scenario-based, drag-and-drop builder. Acquired by Celonis in 2020 for over $100M and rebranded from Integromat to Make in 2022, the platform provides a powerful visual way to build multi-step workflows with advanced flow control, rich data transformation, HTTP and webhook modules, and an embedded code environment for JavaScript and Python. Make now serves over 350,000 organizations in 200+ countries, from solopreneurs to global enterprises. The platform has evolved to include cutting-edge capabilities such as Make AI Agents, Maia (an AI-powered workflow builder), and Make Grid, a real-time visualization layer for an organization's entire automation landscape. Make is particularly valued for its combination of flexibility, depth of features, and cost-effective pricing for complex automations, making it ideal for operations, IT, and marketing teams comfortable with mapping fields and handling conditions.
What is Workflow Automation?
Platforms for building multi-step AI-powered automations that connect apps, APIs, and agents into repeatable business workflows.
Browse all Workflow Automationtools →Frequently Asked Questions
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