Most businesses start automating the same way: someone gets tired of copying data from a form into a spreadsheet and connects the two with a tool. Months later there are dozens of automations, a growing bill and nobody quite sure what runs where.
Zapier, Make and n8n are the three tools we see most often. Each is good. Each suits a different kind of team. Here is how they compare.
Zapier: the easiest place to start
Zapier connects apps through simple trigger-and-action workflows: "when a form is submitted, create a CRM contact and send a Slack message". Its strengths:
- The largest library of app integrations of the three
- The gentlest learning curve, so non-technical staff can build automations
- Reliable and well documented
- Growing AI features for building and running workflows
Its main drawback is cost at scale. Zapier charges by usage (tasks), so high-volume workflows or multi-step automations can become expensive. Complex logic with branching, loops and data transformation is possible but less comfortable than in the other two.
Best for: small teams, simple workflows, quick wins and non-technical owners.
Make: visual power for complex flows
Make, formerly Integromat, uses a visual canvas where you build scenarios as connected modules. You can see data moving through each step, which makes complex flows easier to reason about.
- Excellent for branching, filtering, iterating over lists and transforming data
- Usually cheaper than Zapier for equivalent volumes
- Detailed execution history for debugging
The trade-off is a steeper learning curve. Scenarios can become visually tangled if they are not organised well, and non-technical users may find it intimidating at first.
Best for: operations-minded teams with moderately complex, data-heavy workflows.
n8n: open, self-hostable and developer-friendly
n8n is a workflow automation tool you can use as a cloud service or host on your own servers. Its source code is publicly available under a fair-code licence.
- Self-hosting keeps data inside your own infrastructure, which matters for privacy-sensitive businesses
- Code nodes let developers drop into JavaScript or Python when visual nodes are not enough
- Strong support for AI workflows and agent-style automations
- Self-hosted pricing does not grow per task, which helps at high volume
The trade-off: self-hosting means you are responsible for uptime, updates, backups and security. It suits teams with some technical capability.
Best for: technical teams, high-volume automations, AI-heavy workflows and data-sensitive businesses.
Quick comparison
- Ease of use: Zapier, then Make, then n8n
- Complex logic: n8n and Make lead, Zapier trails
- Cost at high volume: self-hosted n8n is usually cheapest, then Make, then Zapier
- Data control: self-hosted n8n gives the most
- Integration library: Zapier is the broadest
Pricing for all three changes regularly, so compare current plans against your expected monthly volume before deciding.
Signs you have outgrown no-code
Automation tools are excellent glue. They become a liability when they turn into your core system. Watch for these signals:
- Critical business processes depend on a chain of automations that only one person understands
- Failures happen silently and you find out from customers
- You are working around rate limits, timeouts or missing features every week
- The monthly bill rivals what a proper integration would cost to build
- You need real permissions, audit trails or testing
At that point, the workflows that matter most usually deserve to become proper software, such as a small service or an integration inside your CRM or ERP, while no-code tools keep handling the long tail of simple tasks.
Practical advice, whichever you choose
- Document every automation: what triggers it, what it does and who owns it.
- Set up failure alerts. Silent failures are the real cost of automation.
- Name things clearly. "Website lead to CRM and WhatsApp reply" beats "Zap 14".
- Review quarterly and switch off what nobody uses.
We help businesses decide what to automate with no-code tools and what to build properly, then wire it all together. See our operations automation work or tell us what your team keeps doing by hand.