The tools shape the work. Zapier is where most businesses should start, fast to build and hard to break for simple links between apps.
Make.com is where the serious systems live, visual scenarios with routing, iterators and real error handling. Self-hosted n8n is where I put AI agents when the data cannot leave the client's server. Knowing all three means the problem picks the tool, not the other way around.