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Tool · Automation

Make

Visual workflows for mapping and transforming data between apps.

Quick answer

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.

Make official website
Screenshot of the official website (help.make.com), October 2026
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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.

Browse AI & automation workflows →

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

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