Quick Verdict
Pick Gumloop if you want the fastest path from idea to working AI workflow with zero code, strong LLM integrations out of the box, and you are happy to pay for a managed SaaS product.
Pick n8n if you want full control, self-hosting, lower per-run costs at scale, and you have (or can hire) a technical person to manage the instance.
Pick neither and look at Agent Console HQ if your real problem is being recommended by AI systems like ChatGPT and Perplexity, not just internal automation.
What is Gumloop?
Gumloop is a visual AI workflow builder that lets non-technical users chain LLM calls, data sources, and actions together on a drag-and-drop canvas. It is venture-backed (around $70M total funding as of 2026) and positions itself as the fastest way to productise AI inside a business without writing code.
Typical Gumloop use cases: lead enrichment, content generation pipelines, sales research, competitor monitoring, and customer support drafting. Everything runs in Gumloop's cloud and is billed by execution credit.
What is n8n?
n8n is an open-source workflow automation platform that started as a Zapier alternative and added deep AI features. It supports self-hosting, which appeals to companies with data residency, compliance, or cost concerns. n8n raised around $254M by 2026 and has grown a large community of template creators.
Typical n8n use cases: internal tool automation, cross-system integrations, scheduled data pipelines, and AI agents that need to call internal APIs or on-prem databases.
Feature Comparison
Ease of use: Gumloop wins for non-technical users. n8n is powerful but has a steeper learning curve.
AI integrations: Both support all major LLMs (OpenAI, Anthropic, Google, open-source via Ollama). Gumloop's prompt authoring experience is more opinionated and easier for beginners.
Hosting: n8n supports self-hosting (free community edition). Gumloop is cloud-only.
Cost at scale: n8n is cheaper once you are running thousands of executions per month, because you control the infrastructure. Gumloop is cheaper at low volume because you do not pay for ops.
Integrations library: n8n has 400+ prebuilt integrations. Gumloop has a smaller but more curated set focused on AI use cases.
Debugging: n8n has better logging and execution inspection. Gumloop is catching up.
Pricing
Gumloop: Free tier with limited credits. Paid plans start around $97/month for individuals and scale into team and enterprise pricing based on execution volume. Expect $500 to $2,000 per month for a serious business workload.
n8n: Free self-hosted community edition. n8n Cloud starts at around $24/month for low volume and scales. Enterprise self-hosted pricing is negotiated. The total cost of ownership for self-hosted n8n is server costs plus someone to maintain it.
When Gumloop Wins
You want to ship your first AI workflow in under an hour.
You do not have technical staff to maintain infrastructure.
Your team is marketing, sales, ops, or founders without engineering support.
Your workflow volume is low to moderate and predictable.
When n8n Wins
You need to self-host for compliance or data residency reasons.
You need to integrate with internal systems and legacy APIs.
You expect high execution volume and want to control costs.
You have a technical team or an agency that can manage the platform.
The Bigger Question: Internal Automation vs Customer Discovery
Both Gumloop and n8n solve the same problem: internal operational efficiency. They make your team faster. Neither helps you get discovered by the AI systems your customers now use to find businesses.
If your real bottleneck is that prospects cannot find you in ChatGPT, Perplexity, Gemini, or Claude, a workflow builder will not fix it. You need AI visibility tooling instead.
Automate Operations and Get Discovered by AI
Agent Console HQ combines workflow automation with AI search visibility. Your AI agents do the work AND appear in ChatGPT, Claude, Perplexity, and Gemini when your customers search. Run your operations and your acquisition from one platform.
Explore Agent Console HQFrequently Asked Questions
Neither is objectively better. Gumloop is better for non-technical users who want fast results without managing infrastructure. n8n is better for technical teams that need self-hosting, cost control at scale, or deep integrations with internal systems.
The self-hosted community edition of n8n is free under the fair-code license. You pay for the server and your own time maintaining it. n8n Cloud is a paid service with a low entry price.
For AI-heavy workflows, yes. For traditional integrations between SaaS tools, Zapier still has a larger library. Many teams use both: Zapier for plumbing, Gumloop for AI steps.
Yes. n8n has native nodes for OpenAI, Anthropic Claude, Google Gemini, Cohere, and supports any OpenAI-compatible endpoint including Ollama for local models.
Gumloop for speed and simplicity. If you already have a developer, n8n self-hosted will be cheaper long term.
Not automatically. The two platforms use different canvas formats. You would need to rebuild workflows manually, though the logic and prompts can be reused.
Neither tool addresses AI search visibility. If you want to be recommended by ChatGPT, Claude, or Perplexity when customers search for businesses like yours, you need a dedicated AI visibility platform like Agent Console HQ.