Gumloop AI is a visual builder for creating AI-powered workflows without assembling the infrastructure yourself. It is particularly good at automating web research, document processing, lead operations, and repetitive internal tasks.
Gumloop AI included for comparison — click any alternative to jump to its full breakdown below.
| Alternative | Pricing | License | Built for | Founded | Best for |
|---|---|---|---|---|---|
| Gumloop AI Current | $0.00Freemium | Proprietary | Startups Small Business | 2023 | The one you're replacing |
| Stack AI | $0.00Freemium | Proprietary | Startups Enterprise | 2022 | Enterprise AI workflow building |
| Relevance AI | $19.00Freemium | Proprietary | Small Business Enterprise | 2020 | No-code AI agent teams |
| Bardeen | $0.00Freemium | Proprietary | Startups Small Business | 2021 | Browser research and prospecting |
| Make | $9.00Freemium | Proprietary | Startups Small Business | — | Visual multi-step workflows |
| n8n | $20.00Freemium | Proprietary | Startups Small Business | 2019 | Self-hosted AI automation |
| Zapier | $19.99Freemium | Proprietary | Startups Small Business | 2011 | Broad business app automation |
| Dify AI | $59.00Freemium | Open source | Startups Enterprise | 2023 | Self-hosted LLM workflows |
| Axiom.ai | $15.00Freemium | Proprietary | Startups Small Business | 2019 | Visual browser task automation |
| Microsoft Power Automate | $15.00Freemium | Proprietary | Small Business Enterprise | 2016 | Microsoft 365 organizations |
| Workato | $0.00Paid | Proprietary | Enterprise Developers | 2013 | Governed enterprise automation |
| Tray.ai | $0.00Paid | Proprietary | Enterprise Developers | 2012 | Complex enterprise integrations |
Filter by pricing model or license — every entry is one we’d consider a real replacement.
Turning company data and repetitive processes into working AI assistants is the job Stack AI handles best, using a visual builder that can still support production deployments.
Operations, sales, and support teams reach for Relevance AI to build task-focused AI agents without developing an entire orchestration system from scratch.
Moving prospect and research data between websites and business apps is the busywork Bardeen handles well, using browser-based playbooks, scraping, and AI-assisted actions.
Connecting cloud apps around multi-step business processes is the job Make handles best, especially when workflows need conditional paths and data reshaping.
Developers and operations teams reach for n8n when no-code automation is too limiting and they need self-hosting, custom logic, or direct API control.
Repetitive handoffs between business apps are easier to remove with Zapier, which connects services and runs workflows without a full software project.
Developers and product teams reach for Dify to build, test, and deploy LLM applications through visual workflows without giving up API access or self-hosting.
Repetitive browser work is difficult to automate when a site has no usable API. Axiom.ai turns page interactions and web data extraction into visual Chrome workflows, making it useful for recurring operations and research tasks.
Microsoft Power Automate builds cloud workflows and Windows desktop automations from triggers, actions, and connectors. It is especially effective when a company already runs on Microsoft 365, Teams, SharePoint, or Dataverse.
Enterprise integration teams reach for Workato to automate processes across a mixed SaaS and legacy stack. It is strongest when IT needs low-code building, broad connectivity, and production controls in one hosted platform.
Tray.ai is a cloud integration platform for building automated workflows across SaaS apps, databases, and APIs. It works well for enterprise processes that need complex logic, data transformation, and custom connectivity beyond basic no-code recipes.
