Make

Best visual automation platform for complex workflows. Routers and iterators let you build logic trees that would require code in most no-code tools. Execution history shows you exactly where data transformed, which is rare at this price point. Free tier is functional, not a trial.

Ranked second because it optimizes for visual power users. n8n edges it out on extensibility and self-hosting. Zapier is easier for simple automations. Make sits in the middle: more capable than Zapier, more accessible than n8n, and often cheaper than both at scale because you pay per operation across all workflows, not per task per Zap.

GTM engineers build lead scoring automations (pull data from CRM, enrich via APIs, score with logic, write back), multi-branch workflows (if field X is Y, route to enrichment; else, route to Slack alert), and scheduled syncs that aggregate data from multiple sources before writing to a single destination. Teams use routers to handle different record types in one scenario. Error handling paths catch API failures and retry or alert without breaking the whole flow.

Pricing is consumption-based with tiered paid plans. One operation equals one module execution, so a multi-step workflow costs multiple operations per run. App modules are pre-built but not all actions exist; you can use HTTP modules to call any API. Execution logs show input and output per module, which beats Zapier for debugging. Steeper learning curve than Zapier; the UI exposes more capability but requires more clicks. European company (Czech), which matters for GDPR-sensitive teams. Rebranded from Integromat in 2022; still occasionally called that in forums.