No-Code Automation
Choose an automation tool by who builds the flows and where they run. Zapier, with the widest range of integrations and the gentlest learning curve, is the usual first pick for non-engineers. Make runs complex flows — branching, loops, data transformation — for less. n8n can run on your own servers, Pipedream gives developers code-level control, and Bardeen, a browser extension, has narrowed to building sales prospect lists from the web.
How to choose
- Who builds: no engineers, Zapier; heavy data transformation, Make; people who write code, Pipedream or n8n.
- Where data may go: if customer data cannot pass through a third-party cloud, self-hosted n8n is close to the only option.
- How costs grow: most of these push you up a plan as run counts rise. Estimate how many times a month your flows will run before you start small.
