What is Make?
Make builds automated workflows, called scenarios, that move and transform data between services. Its module-based approach is useful when a handoff needs intermediate processing rather than simply copying one record. Usage is measured in credits, with some AI features consuming variable amounts.

Key features
- Scenario-based workflow design
- App-to-app data transfers
- Data transformation modules
- Array and text aggregation
- Record iteration
- AI provider connections
Best for
- Transforming records before CRM import
- Routing form data into operational tools
- Combining information from several apps
- Automating AI-assisted data processing
Who it suits
- Operations specialists handling structured data
- Automation builders comfortable with data mapping
- Teams combining multiple SaaS tools
Who may not need it
- Users wanting only a simple notification rule
- Teams needing a predictable flat cost regardless of AI usage
Integrations and compatibility
- Google Sheets
- Airtable
- Pipedrive
- OpenAI
- Anthropic Claude
- Gemini
Where it fits in a workflow
Use scenarios for repeatable data preparation and app handoffs. Estimate module activity and AI usage with representative records before setting a production budget.
Sources
Strengths
- Processing and app actions can live in one scenario
- Aggregation and iteration support structured data workflows
- Supports both third-party and built-in AI connections
Watch-outs
- A single scenario run can consume many credits
- Some AI features have variable credit consumption
- Custom AI provider connections are restricted to paid plans
Alternatives
Related coverage
How Business Automation Platforms Work
Follow an automated workflow from trigger to action, and learn where data mapping, permissions, and recovery affect the outcome.
GuideHow to Evaluate and Choose an Automation Platform
Compare automation platforms using your actual workflow, integration depth, recovery needs, team skills, and realistic operating costs.
WorkflowConnecting AI Models to Zapier, Make and n8n
Connect an AI model to your automation platform, validate its output, and keep business actions behind a human-review gate.
GuideHow AI Automation Turns Information Into Action
Learn where AI fits into everyday business workflows, how it differs from fixed rules, and why efficiency still depends on human judgment.
GuideHow to Start Using AI Automation: A Practical Checklist
Move one repetitive workflow into a controlled AI pilot with clean inputs, clear ownership, human review, and measurable results.
GuideEvaluating AI Automation Tools: A Decision Guide
Compare AI automation tools by workflow fit, integration depth, operating cost, and the controls your team will actually need.
Listings are editorial and independent. Details that change often are marked “to be verified” until an editor checks them against the official source.