The right alternative depends on what you are replacing: price, AI quality, integrations, enterprise controls, or workflow focus. Start with the closest competitors, then use the related guides to narrow the decision.
A visual automation platform that combines AI steps, app actions, and explicit human approvals
4.4
Relay.app is a compelling Zapier alternative for reviewable AI workflows, especially when approvals matter, but connector fit and two-part usage economics need a real pilot.
Make helps professionals improve productivity workflows with AI-assisted drafting, automation, analysis, or production features.
FreemiumProductivity
When to switch
Look for an alternative if Gumloop is too expensive, lacks the integrations you need, or is not strong enough for your primary workflow.
What to compare
Compare output quality, setup time, pricing limits, supported models, API access, and whether the tool fits your team’s existing systems.
Best next step
Shortlist two options, run the same real workflow through both, and keep the one that reduces rework rather than the one with the longest feature list.