Tools
July 14, 2026 · 8 min read · by Ananda Narasimhan
We get asked which automation platform is best often enough that it is worth writing down the honest answer: it depends on your team's technical comfort, your data volume, and how much you care about owning the infrastructure versus renting it.
The easiest to get a non-technical team member using on day one. Best for simple, linear workflows — a form submission triggers a Slack message, a new deal triggers a task. Where it strains: complex branching logic, high-volume triggers (the pricing gets expensive fast), and anything that needs real error handling beyond a retry.
The middle ground, and probably underrated. The visual, branching-scenario builder handles conditional logic that Zapier struggles with, at a materially better price point for volume. It has a steeper learning curve than Zapier but nowhere near what n8n asks of you. This is often where we land for mid-complexity workflows — lead scoring logic with several branches, multi-step enrichment sequences.
The one to reach for when you want full control, self-hosting, or need to call custom code and LLM APIs directly inside the workflow rather than through a limited set of pre-built app connectors. It is open-source, so there is no per-task pricing ceiling — but it asks more of whoever is maintaining it. This is what we typically use for the AI agentic workflows: multi-step agents that enrich, score, and personalize using Claude or GPT-4 directly, not just app-to-app triggers.
Most teams do not need to pick just one. Zapier for the simple internal notifications nobody wants to think about twice, Make for the RevOps logic with real branching, n8n for the AI-driven agent work. The mistake is standardizing on the easiest tool and then forcing complex logic into it far past the point where it should have graduated to something built for that complexity.