The 11 best Gumloop alternatives for AI automation, compared

The best Gumloop alternatives are CodeWords, Zapier, Make, n8n and Pipedream for most teams, with Workato, Power Automate, UiPath, Parabola, Bardeen and Tray.ai for more specific needs. The right one depends on how you want to build: by describing the job, by dragging blocks on a canvas, or by writing code.

People usually look for a Gumloop alternative for one of three reasons. Gumloop has no free plan: Pro starts at $37 a month and the 14-day trial needs a card.[^gumloop-pricing] Gumloop is now built around AI agents that people chat with, while some teams want a workflow that runs the same steps every time. And some teams need self-hosting, more connectors or enterprise controls.

How we picked these tools: CodeWords is our product, so read its entry with that in mind. We chose tools that people compare with Gumloop and grouped them by how you build. We checked pricing and app counts for Gumloop, Zapier, Make, n8n, Pipedream and Workato on each vendor's own pages on 29 October 2026, and pricing for Power Automate, UiPath, Parabola, Bardeen, Tray.ai, Lindy and Relevance AI on 30 October 2026. We say where each tool falls short, CodeWords included.

Key takeaways

• Gumloop alternatives fall into three groups: visual no-code builders (Zapier, Make), developer platforms (n8n, Pipedream), and tools that build the workflow from a plain-language description (CodeWords).
• Gumloop Pro starts at $37 a month with no free plan (Gumloop pricing, checked 29 October 2026). Zapier, Make, n8n's self-hosted community edition, and CodeWords all have a free way to start.
• Pick by how you want to build and where the workflow must run, not by the longest feature list.

What are the best Gumloop alternatives?

The best Gumloop alternatives are these 11 tools, each suited to a different way of building:

1. CodeWords: Best for describing a recurring job in plain language and having it built and deployed for you.
2. Zapier: Best for simple, no-code software as a service (SaaS) integrations.
3. Make: Best for complex visual workflow building.
4. n8n: Best for self-hosted, developer-centric automation.
5. Pipedream: Best for code-first workflows that call application programming interfaces (APIs).
6. Workato: Best for enterprise-grade, governed automation.
7. Microsoft Power Automate: Best for Microsoft-centric enterprise automation, both digital process automation (DPA) and robotic process automation (RPA).
8. UiPath: Best for enterprise RPA and older system automation.
9. Parabola: Best for operations teams that want AI agents to take over repetitive data work.
10. Bardeen: Best for browser-based UI automation and scraping.
11. Tray.ai: Best for embedded integrations and enterprise integration platform as a service (iPaaS).

How do you choose the right automation platform?

Choose an automation platform by how you want to build, not by its feature list. There are three ways to build: connect visual blocks on a canvas, write the code yourself, or describe the job and let the tool build it.

Visual builders show every step, which helps when a flow is small. As a flow grows or changes often, dragging, connecting and reconfiguring nodes slows every edit. Code gives full control but needs a developer. Tools that build from a description cut out the translation step: you say what the job is, and the tool works out the steps.

Then check two practical things. First, where the workflow must run: in the vendor's cloud, or on your own servers. Second, how the tool charges: per task, per operation, per execution, or by credits. The same workflow can cost very different amounts on each model.

1. CodeWords

CodeWords builds workflows from a plain-language description instead of a drag-and-drop canvas. You describe the job to Cody, the CodeWords AI assistant, and Cody writes, tests and deploys the workflow as code. The workflow then runs on its own on a schedule or a trigger, and you describe any change in the same chat.

CodeWords connects to 3,000+ integrations, including Slack, Salesforce, HubSpot and Notion, and it has a library of templates to start from. The code Cody writes is yours on every plan, including the free plan with 100 workflow runs a month. For a side-by-side look, see CodeWords vs Gumloop.

CodeWords Workflow: Automated Lead Enrichment

• Prompt: "When a new lead is added in HubSpot, find their LinkedIn profile URL using Google search, use the OpenAI Vision API to get their profile picture description, and add both as notes back in HubSpot."
• Output: A multi-step workflow is generated that triggers on new HubSpot contacts, performs a web search, analyzes an image, and updates the contact record.
• Result: Each new lead arrives in HubSpot with the research already attached, so nobody has to look it up by hand.

Where CodeWords falls short: CodeWords has no visual flowchart builder. Teams who want to see and drag every step on a canvas will be happier with Make or Zapier.

Website: https://codewords.ai

2. Zapier

Zapier is a no-code automation tool built on Zaps. You build workflows, called Zaps, that link a trigger in one app to actions in other apps without writing code. That makes it the easiest starting point among Gumloop alternatives for teams that put ease of use first.

Zapier connects to nearly 8,000 apps (Zapier app directory, checked 29 October 2026).¹ Gumloop is built around AI agents, while Zapier's core is fixed trigger-and-action steps, with AI features added on top. For standard SaaS processes, Zapier is a reliable choice. Teams that want more control can compare other Zapier alternatives.

Website: https://zapier.com

3. Make (formerly Integromat)

Make is a visual automation platform for users who want fine control over each step. Workflows are visual "scenarios": you drag modules onto a canvas, add logic such as routers, and watch data move from one step to the next. That makes Make a good Gumloop alternative for building detailed processes without code.

Make handles conditional logic and data changes well, and it connects to 3,500+ apps (Make integrations, checked 29 October 2026).² It also has built-in AI tools. For more options in the same style, see our list of Make alternatives.

Website: https://www.make.com

4. n8n

n8n is a source-available workflow automation tool built for technical teams. Its "fair-code" license lets you self-host the community edition for free, so the workflow engine and its data stay on servers you control. That suits teams with strict data privacy rules. For a head-to-head, see Gumloop vs n8n.

n8n's main strength is that you can extend it. It has a low-code canvas where you can add custom JavaScript or build your own nodes. If you prefer n8n's cloud, the Starter plan is $20 a month billed annually for 2,500 executions (n8n pricing, checked 29 October 2026).³ To see how it compares with similar tools, read our guide to n8n alternatives.

Website: https://n8n.io

5. Pipedream

Pipedream mixes pre-built integrations with custom code steps written in Node.js, Python, Go or Bash. That makes it a good Gumloop alternative for developers who find visual-only builders too limiting.

Pipedream runs your code on managed, serverless infrastructure, so you do not run servers yourself. It has 3,000+ connectors, detailed logs, and GitHub sync, so teams can keep workflows under version control. The learning curve is steeper for non-coders. The Free plan is for development only: production workflows need a paid plan, which starts at $99 a month billed annually ($150 billed monthly) on the Startup plan (Pipedream pricing, checked 29 October 2026).⁴

Website: https://pipedream.com

6. Workato

Workato is an enterprise iPaaS for business-critical automations. It suits organizations that need governance, security controls and scale. For companies looking for Gumloop alternatives that handle cross-department workflows under information technology (IT) control, Workato is a common pick.

Workato offers 1,200+ connectors, on-premise agents and detailed role-based permissions (Workato, checked 29 October 2026).⁵ Pricing is by quote, so you need to talk to sales to see a number. It fits larger companies that want automation built into their IT processes.

Website: https://www.workato.com

7. Microsoft Power Automate

Microsoft Power Automate suits organizations that already run on Microsoft. Power Automate combines DPA with RPA, so you can automate cloud services through APIs and older on-premise systems through desktop flows. It works closely with Microsoft 365, which makes it a strong Gumloop alternative for enterprises that want central control.

Power Automate covers simple reminders through to multi-step approval workflows. Its strength is how closely it connects to the apps and data businesses already use every day, such as Outlook and Excel. The Premium plan costs $15 per user per month and the Process plan costs $150 per bot per month, both paid yearly, with a 30-day free trial (Microsoft, checked 30 October 2026).⁶

Website: https://www.microsoft.com/en-us/power-platform/products/power-automate

8. UiPath

UiPath is an enterprise automation platform that started in RPA. UiPath is good at automating tasks in older systems and desktop applications, where API-based tools cannot reach. That makes it a Gumloop alternative for companies whose processes run through older software.

UiPath runs attended and unattended robots across desktop and cloud environments. It suits large organizations that need governance and want to automate high-volume tasks such as invoice processing. UiPath has a free Community plan and a Basic plan from $25 a month. Standard and Enterprise are priced by sales, and Standard has a 60-day free trial (UiPath, checked 30 October 2026).⁷

Website: https://www.uipath.com

9. Parabola

Parabola, now sold as Prowork by Parabola, is built for operations teams with repetitive data work. It started as a no-code tool for visual data flows and now centers on AI agents that take that work over. That makes it a Gumloop alternative for teams focused on data operations rather than event-driven automation.

Prowork's free Basic plan includes 1 user, 1,000 credits and limited AI, and more credits can be added. Credits are used only when agents run, and Business plans are priced by sales (Parabola, checked 30 October 2026).⁸ Parabola suits the manual work that often lives in Google Sheets or Excel, such as cleaning up e-commerce order data or preparing weekly performance reports.

Website: https://parabola.io

10. Bardeen

Bardeen is a browser-based automation tool that runs as a Chrome extension. Instead of server-side APIs, it works through the web page itself, so it can handle tasks where no API exists, such as scraping website data or filling forms. That makes it a useful Gumloop alternative for sales and recruiting teams who spend time on manual browser work.

Bardeen's scraper and enrichment actions pull structured data from web pages and send it to other apps. For sales teams building prospect lists, Bardeen works alongside API-based tools by handling the browser steps they cannot reach. Bardeen gives 100 free credits a month. Basic costs $10 a month for 100 more credits and Premium costs $50 a month for 1,000 more. Each row uses 1 credit, and enrichment uses 3 credits per row (Bardeen, checked 30 October 2026).⁹

Website: https://www.bardeen.ai

11. Tray.ai

Tray.ai, formerly Tray.io, is an enterprise integration platform (iPaaS) for automation across a whole organization. It combines a low-code visual builder with developer features such as a software development kit (SDK), so technical teams can build custom integrations. That makes it a Gumloop alternative for companies that need more than standard SaaS connections.

Tray.ai focuses on governance, security and embedded integrations. Tray Embedded lets software companies build customer-facing integration marketplaces inside their own products. For internal teams, it offers audit logs and an AI agent builder. Tray.ai prices its Pro, Team and Enterprise plans by quote, and offers a free trial (Tray.ai, checked 30 October 2026).¹⁰

Website: https://tray.ai

Gumloop alternatives for GTM and marketing teams

Go-to-market (GTM) and marketing teams usually hit Gumloop's limits in the same places: research pipelines with many stages, enrichment that runs on every new lead, and scraping pages that sit behind a login. The right pick depends on which of those hurts most.

For multi-stage research and enrichment: CodeWords. You describe the pipeline in chat, for example "pull new demo requests, research each company, score fit, and post the good ones to Slack," and CodeWords builds it as code. Steps can chain web scraping, large language model (LLM) analysis and enrichment, and you can switch models per step instead of locking every task to one provider.

For data control: n8n. n8n is self-hostable under its fair-code license, so the workflow engine and the data it stores stay on infrastructure you control. A workflow can still send data to an external app you connect, such as Slack or a CRM. Self-hosting matters for teams handling data under the General Data Protection Regulation (GDPR) or the California Consumer Privacy Act (CCPA). The cost is operational: someone has to manage updates, uptime and backups.

For error handling in visual flows: Make. Make's error routers let a scenario retry, skip, or take another path when a step fails. Enrichment workflows hit rate limits and missing fields often, so this keeps one bad record from stopping the whole run.

For ready-made agents: Lindy. Lindy offers agents for tasks such as meeting scheduling, email triage and lead qualification. It suits operators who want a working agent fast and can accept less control over how it runs. Lindy has a free plan with $50 in credits that last 7 days, and Team costs $29.99 per user per month with 3,000 credits a month (Lindy, checked 30 October 2026).¹¹ For more detail, see CodeWords vs Lindy.

For research-heavy analysis: Relevance AI. Relevance AI lets you combine several agents, for example one that collects competitor data and another that checks and summarizes it. It fits research work better than simple trigger-action jobs, and it takes more setup. Its pricing page shows only an Enterprise plan, priced by sales (Relevance AI, checked 30 October 2026).¹²

For browser and LinkedIn work: Bardeen. Bardeen runs as a Chrome extension with your logged-in access, which makes it quick for scraping and LinkedIn tasks. Because it runs in the browser, it is weaker for jobs that need to run on a server around the clock.

For simple, reliable handoffs: Zapier. Zapier is the easiest place to start for standard lead routing. Watch the pricing model: each action step that runs counts as one task, while triggers and steps that error or halt do not (Zapier help center, checked 29 October 2026).¹³ High-volume enrichment with many steps per lead adds up fast.

FAQs: Gumloop Alternatives

Is Gumloop like Zapier?

No, Gumloop is only partly like Zapier. Both connect your apps and run tasks for you, but Gumloop is built around AI agents that decide what to do on each run, while a Zapier Zap runs a trigger followed by fixed action steps.

How much does Gumloop cost?

Gumloop Pro starts at $37 a month with 20,000 credits, after a 14-day trial that needs a card (Gumloop pricing, checked 29 October 2026). Gumloop has no free plan. Enterprise is custom pricing. Agent runs also pay for model tokens, plus an 8% orchestration fee (Gumloop credits docs, 2026).

What are the best no-code automation tools?

The best no-code automation tools for most teams are Zapier and Make. Zapier is the simplest for app-to-app steps, and Make gives more visual control over branching and errors. Parabola suits no-code data work, such as cleaning order exports or building weekly reports.

What is the main difference between no-code and AI-native automation?

No-code automation means you build the workflow yourself by connecting pre-built app steps on a visual canvas, as in Zapier. AI-native automation means you describe the workflow in plain language, and the tool builds, tests and deploys it. CodeWords works this way: Cody writes the workflow as code, and you change it by describing the change.

Can these tools handle complex, multi-step logic?

Yes, these tools can handle complex, multi-step logic, but each does it differently. Make and n8n use visual routers and conditional paths. Pipedream uses custom code in Python or Node.js. Workato and Tray.ai add the approvals and audit logs that large companies need around that logic.

Are there free versions available for these Gumloop alternatives?

Yes, several Gumloop alternatives have a free way to start. Zapier, Make, UiPath, Parabola and CodeWords have free plans, and CodeWords includes 100 workflow runs a month. n8n's community edition is free to self-host. Bardeen gives 100 free credits a month. Pipedream's Free plan is for development only (vendor pricing pages, checked 29 and 30 October 2026).

Which Gumloop alternative is best for go-to-market (GTM) and marketing teams?

The best Gumloop alternative for GTM and marketing teams depends on the bottleneck. CodeWords fits multi-stage research and enrichment, n8n fits teams that must keep data on their own servers, Lindy fits teams that want ready-made agents, and Bardeen fits browser and LinkedIn tasks. Zapier fits simple lead routing at low volume.

How to pick your Gumloop alternative

The right Gumloop alternative is the one that matches how you want to build. Zapier and Make suit teams that like to see and connect each step. n8n and Pipedream suit teams with developers who want code-level control or self-hosting. Workato, Power Automate, UiPath and Tray.ai suit large companies with IT governance needs. Parabola and Bardeen cover data operations and browser work. For tools without AI agents, see our list of no-code automation tools.

If you have a recurring job you can describe in a sentence, CodeWords builds it for you and keeps it running. Browse the integrations, check the pricing, or start building with CodeWords for free.

Updated 30 October 2026: checked pricing for Power Automate, UiPath, Parabola (now Prowork), Bardeen, Tray.ai (formerly Tray.io), Lindy and Relevance AI, added how we picked these tools and where CodeWords falls short, spelled out abbreviations, and took links out of the FAQ answers. Updated 29 October 2026: rechecked pricing and app counts for Gumloop, Zapier, Make, n8n, Pipedream and Workato, removed an unsourced time-saving figure, and added answers to common search questions.

Footnotes

1. Zapier, App directory, checked 29 October 2026. ↩

2. Make, Integrations, checked 29 October 2026. ↩

3. n8n, Pricing, checked 29 October 2026. ↩

4. Pipedream, Pricing, checked 29 October 2026. ↩

5. Workato, Integrations and Pricing, checked 29 October 2026. ↩

6. Microsoft, Power Automate pricing, checked 30 October 2026. ↩

7. UiPath, Pricing, checked 30 October 2026. ↩

8. Parabola, Pricing, checked 30 October 2026. ↩

9. Bardeen, Pricing, checked 30 October 2026. ↩

10. Tray.ai, Pricing, checked 30 October 2026. ↩

11. Lindy, Pricing, checked 30 October 2026. ↩

12. Relevance AI, Pricing, checked 30 October 2026. ↩

13. Zapier help center, How is task usage measured in Zapier?, checked 29 October 2026. ↩