8 best no code automation tools I'm using in 2026

The year's 2019. I'm sitting in a conference room with my coworkers at Webflow and we're planning how to make the no-code movement big.

We decided to launch No Code Conf, a place to bring all the rising no-code tools together and build a category in the market.

Fast forward many years later, and we have everything from no-code automation tools to full-blown AI agents. The no-code movement has evolved from "build a website without code" into something much bigger.

I've been testing and using no-code automation tools for years now, both for my own marketing work and for building AI-powered workflows at my agency. And in this article, I'm going to walk you through the eight tools I keep coming back to. I'll cover what each one does, who it's best for, where it falls short, and how much it costs.

What is a no-code automation tool?

A no-code automation tool is a platform that lets you connect apps and APIs together without having to write any code. It takes two things that traditionally required an engineer, building automations and coding them, and abstracts both into a visual interface. So anyone non-technical can build automations, and the platform handles the code itself.

Can I automate without coding?

Yes. Every tool on this list lets you build automations without writing a single line of code. The platforms range from fully no-code tools like Zapier and Relay.app, where everything is drag-and-drop, to low-code tools like n8n and Apify, where you can optionally add custom scripts if you want more control. And then there are AI-native platforms like Gumloop and Google AI Studio, where the LLM itself handles most of the logic and decision-making inside your workflows.

What to look for in a no-code automation tool

I can just tell you what my favorite no-code automation tools are. And to be honest, the ones I keep going back to are Gumloop, Zapier, and n8n.

But that's just me giving you general advice, which can be risky given that I don't know the specifics of your business or your workflows. So before you pick a platform, here are some things worth evaluating for yourself.

Built-in AI capabilities: Some tools have AI baked into the core product, where LLMs can actually reason through steps in your workflow. Others just give you an HTTP module and tell you to connect your own API key. If AI-powered automation matters to you, there's a big difference between those two experiences.
Integrations with your existing tools: No one wants to rip out their tech stack to adopt a new automation platform. Check that it connects to the apps your team already runs on, whether through prebuilt integrations or MCP servers.
AI assistant for building and debugging: Some platforms have a copilot that can help you create workflows just by describing what you want. If you're not technical, this can be the difference between getting stuck for an hour and having something working in five minutes.
Who else is using it: If reputable companies are already running the tool in production, that tells you something about the platform's security, reliability, and scalability.
How pricing scales: Some tools are cheap at low volume but get expensive fast. Look at task limits, credit-based models, and what happens when you exceed your plan.

8 best no-code automation tools I'm using in 2026

Here are the top no-code automation tools:

Alright, let's go over each one.

1. Gumloop

Best for: Solo operators to enterprise teams across marketing, sales, customer service, HR, and operations
Pricing: Free plan available, then starts at $37/month
What I like: AI is baked into the core product, Gummie builds agents for you in plain English, and you get premium LLM models without needing your own API keys

Gumloop is an AI-native automation platform that works for everyone from solo operators to large enterprise teams. Companies like Shopify, Instacart, and Webflow use it across marketing, sales, customer support, HR, and operations.

Here are some things I like about Gumloop:

Gummie can help you build any workflow or agent simply by describing what you need in natural language, which makes it feel less like programming and more like delegating to a teammate.
The platform includes premium LLM models built right in, so you don't need to go set up separate API keys or pay for access to Claude, GPT, or other models on top of your subscription.
It has a growing library of integrations, and with guMCP you can connect it to any tool that has an MCP server, which means the number of things you can automate keeps expanding.
It's free to start using and the paid plans are quite affordable compared to others on this list.

Here are some things that can improve with Gumloop:

The team ships new features constantly, so things in the UI can shift around between sessions. It's a sign of progress, but it can catch you off guard.
Because the platform is still growing, the community ecosystem isn't as large as what you'd find with Zapier or n8n yet. If you're an automation consultant or creator, though, that's actually an opportunity.

Overall, Gumloop is my go-to no-code automation tool and I use it almost every day. And just to be clear, I am not an employee at Gumloop. I'm a long-time customer and I write about the platform because I genuinely use it in my work. But I'm trying to be as unbiased as possible, so I do have some other tools on this list that I would recommend depending on your use case, so keep reading.

2. Zapier

Best for: Simple app-to-app automations with a massive integration library
Pricing: Free plan available, then starts at $29.99/month
What I like: Thousands of built-in integrations, reliable for straightforward workflows, and one of the easiest tools to get started with

Zapier is a no-code automation platform that connects your apps together using a simple trigger-and-action model. You set up a "Zap" where something happens in one app (like a form submission), and it automatically triggers an action in another app (like adding a row to a Google Sheet or sending a Slack message). It's designed for anyone from solo founders to operations teams who need to move data between tools without writing code.

Where Zapier shines is the insane number of integrations. With over 7,000 apps built in, there's a good chance whatever you're trying to connect is already there and easy to set up.

Here are some things I like about Zapier:

The integration library is massive. With over 7,000 apps, it's rare to run into a tool that Zapier doesn't already connect to out of the box.
There are tons of step-by-step templates and community tutorials, so if you get stuck on something, someone has probably already solved it.
The platform is battle-tested and reliable. It's been around long enough that you can trust it with mission-critical workflows without worrying about random downtime.

Here are some things that can improve with the platform:

Pricing can get expensive fast if you're running multiple Zaps with high task volume. The free tier is limited and costs scale quickly as you add more workflows.
AI isn't a core part of the platform the way it is with tools like Gumloop. Zapier has started adding AI features, but it still feels more like traditional automation with AI layered on top rather than built in.
The UI feels a bit dated compared to newer tools on this list. It works fine, but it's not the most modern experience.

Overall, Zapier is a solid pick if your main goal is connecting apps together without any technical setup. It's the tool I'd recommend to someone who has never automated anything before and just wants to get something working quickly. But if you need AI doing the actual thinking inside your workflows, you'll probably outgrow it.

3. Make

Best for: Freelancers and small businesses who need affordable, high-volume automations
Pricing: Free plan available, then starts at $10.59/month
What I like: Budget-friendly pricing, strong visual workflow builder, and a wide range of niche connectors that are hard to find elsewhere

Make (formerly Integromat) is a no-code automation platform built around a visual workflow builder. You create "scenarios" by connecting modules on a left-to-right canvas, where each module represents an app or action and the whole thing is laid out like a flowchart. It gives you strong visibility into how your automation is structured, which a lot of people appreciate when debugging or building more complex flows.

Here are some things I like about Make:

The pricing is very budget-friendly compared to other tools on this list. The free plan includes 1,000 credits per month and the first paid tier starts at $10.59/month, which makes it accessible for solo operators and small teams.
The visual scenario builder makes it easy to see exactly how your automation is structured, which helps when you're troubleshooting or explaining a workflow to someone else.
It has a wide library of connectors, including a lot of niche ones that platforms like Zapier or Gumloop might not have built in yet.

Here are some things that can improve with the platform:

The UI can feel a bit outdated and clunky compared to more modern tools on this list. It works, but the experience isn't as clean as what you'd get with Gumloop or Relay.app.
AI is not a core part of the platform. If you need LLMs reasoning through steps in your workflow, Make isn't built for that.
The per-operation pricing model can get surprisingly expensive once you're running lots of steps or checking triggers frequently. At lower tiers especially, costs can creep up fast relative to what you're actually getting feature-wise.

Overall, Make is a great option if you need affordable, reliable automations and you don't need AI doing the heavy lifting. But if you're looking for something more modern with AI built into the foundation, you'll want to look at other tools on this list.

4. n8n

Best for: Technical and semi-technical users who want flexibility, community resources, and a self-hosting option
Pricing: Starts at $24/month (no free plan)
What I like: Huge community with tons of YouTube tutorials and templates, flexible enough to build almost anything, and has an open-source self-hosting option

n8n is a low-code workflow automation platform with a visual builder that lets you create automations and AI agents by connecting nodes on a canvas. It's designed for technical and semi-technical users who want more control over their workflows than what Zapier offers but don't necessarily want to write everything from scratch.

Here are some things I like about n8n:

The community around n8n is massive. There are tons of YouTube tutorials, a large template library, and an active forum, so you'll rarely run into a problem that someone hasn't already solved.
It's flexible enough to build almost any automation or agent you can think of, especially if you're comfortable getting a little technical with it.
The self-hosting option gives you full control over your data and infrastructure, which matters if you're in a regulated industry or just prefer to own your stack.
Pricing is fair at $24/month for the starter tier, which makes it one of the more affordable options for what you get.

Here are some things that can improve with the platform:

There's no free plan, so you have to commit to at least $24/month before you can start building. Other tools on this list let you get started for free.
The user interface can feel a bit clunky and less inviting compared to more modern tools like Gumloop or Relay.app. It works, but the onboarding experience isn't the smoothest for beginners.
You need to bring your own API keys for AI models, which adds an extra setup step and cost that platforms like Gumloop handle for you out of the box.

Overall, n8n is a strong pick if you want flexibility, a large community to lean on, and don't mind a bit of a learning curve. Honestly, if I were choosing an automation platform for the first time the way I once chose Zapier, I'd probably pick n8n today. But if you want something with AI built into the core and a smoother onboarding experience, you should look into an alternative like Gumloop.

5. Relay.app

Best for: Beginners who want simple AI-powered automations, especially around Google Workspace
Pricing: Free plan available, then starts at $38/month
What I like: Clean and simple UI, includes AI credits for GPT/Claude/Gemini on every plan, and great for Google Workspace workflows

Relay.app is a no-code automation platform that lets you build AI-powered workflows using a simple drag-and-drop interface. It has the simplicity of Zapier's UI but with built-in AI capabilities that you'd normally find in something more advanced like Gumloop. Every plan includes AI credits that work with GPT, Claude, and Gemini, so you can start using AI in your workflows without setting up any API keys.

Here are some things I like about Relay.app:

The UI is clean and beginner-friendly. If you've never built an automation before, this is one of the easiest platforms to start with.
Every plan includes AI credits for GPT, Claude, and Gemini, so you get access to multiple LLMs without any additional setup or cost.
The human-in-the-loop feature lets you mix automated steps with manual approvals, which is useful when you want oversight on certain actions.

Here are some things that can improve with the platform:

It doesn't have the depth for complex workflow logic at scale. If you need serious AI processing power or multi-step reasoning built into your automations, Gumloop is the better pick.
AI credits are metered in a way that can feel limiting once you start pushing the platform harder, especially on the lower tiers.
The integration library is smaller than what you'd find with Zapier or Make, so if you need a lot of niche connectors, you may run into gaps.

Overall, Relay.app is a great starting point if you're new to automation and want something that's easy to use with AI built in from the start. On pricing, it sits close to both Zapier and Gumloop, but it's a better deal than Zapier if you care more about AI features and human-in-the-loop workflows than having the largest integration library possible.

6. Apify

Best for: Web scraping and data extraction workflows at moderate volumes
Pricing: Free plan available, then starts at $29/month (plus pay-as-you-go compute costs)
What I like: Massive library of prebuilt scrapers (called Actors), no custom scraping code required for most use cases, and integrates with tools like Zapier and Make

Apify is a web scraping and data extraction platform with a large library of prebuilt automation components called Actors. Each Actor is a ready-made scraping or automation app that you configure through a form with inputs like URLs, keywords, and limits, then schedule or trigger to run. You don't need to write any custom scraping code for most use cases, which is why it qualifies as a no-code tool even though the platform is developer-friendly under the hood.

Here are some things I like about Apify:

The Actor library is massive. With over 21,000 prebuilt scrapers and automation apps, there's a good chance whatever site or data source you need to scrape already has a ready-made solution.
You can run serious scraping workflows without writing any code. Just configure the inputs, set a schedule, and wire the output to wherever you need it.
It integrates well with other automation tools like Zapier, Make, and webhooks, so you can feed scraped data directly into your existing workflows.

Here are some things that can improve with the platform:

If you're a non-technical user who doesn't want to deal with configuration or troubleshooting, Apify will frustrate you. It's more technical than the other tools on this list, even in no-code mode.
Costs can escalate fast for high-volume workloads. Residential proxy fees and per-result Actor fees on heavily defended sites like LinkedIn can push serious daily crawls well past $1,000 a month, which is where self-hosted options start making more sense.
The platform is built specifically for scraping and data extraction. If you need general workflow automation, this isn't the tool for that.

Overall, Apify is a strong pick if scraping and data pipelines are a core part of your workflow. At moderate volumes, the value is clear and costs stay predictable. But it's not a general-purpose automation tool, and it's not the friendliest option for non-technical users.

7. Clay

Best for: GTM and sales teams running sophisticated outbound campaigns with AI-powered research and multi-source enrichment
Pricing: Free plan available, then starts at $185/month
What I like: Claygent AI research agent surfaces buying signals no static database can find, connects to over 100 data providers, and the spreadsheet-like interface makes complex workflows feel manageable

Clay is a GTM data enrichment and prospecting platform with a spreadsheet-like interface that lets you build no-code workflows by chaining prebuilt enrichers, AI steps, and conditional logic together. It connects to over 100 data sources like Apollo, Clearbit, and Hunter, and you can visually configure a chain that finds emails, verifies them, scrapes LinkedIn, generates personalized messages with GPT, and pushes everything to HubSpot or Outreach. Advanced users can dip into Python if they want, but 90% of sales teams run it purely no-code.

Here are some things I like about Clay:

Claygent can research companies and people at scale using live web data, surfacing buying signals and context that static databases like Apollo or ZoomInfo simply don't have.
The waterfall enrichment feature lets you chain multiple data providers together so you get the best possible coverage on emails, phone numbers, and firmographics instead of relying on a single source.
The spreadsheet interface makes it surprisingly approachable for a tool this powerful.

8. Google AI Studio

Best for: Teams in Google's ecosystem who want to prototype and deploy AI agents at near-zero cost
Pricing: Free tier with generous limits, then pay-as-you-go based on Gemini API usage
What I like: Effectively free at low-to-moderate volume, tight Google Workspace integration, and surprisingly capable for building multi-step AI workflows without writing code

Google AI Studio has evolved well past being a basic prompt playground. It's now a no-code AI agent and workflow builder where you can chain prompts into multi-step reasoning flows, add function calling for API integrations, deploy tuned chatbots and agents, and A/B test model performance, all visually and with zero dev work.

Here are some things I like about Google AI Studio:

The free tier is genuinely generous. You can run meaningful AI workflows without paying anything, which makes it a great place to prototype and test ideas before committing to a paid platform.
If you're already using Google Workspace, the integration is seamless. You can pipe outputs into Sheets, Docs, and other Google tools with minimal setup.
The ability to tune and A/B test Gemini models directly in the interface gives you a level of control over model behavior that most no-code tools don't offer.

Which no-code automation tool should you use?

It depends on what you're trying to do and how technical you are.

If you want AI built into the core of your process automation, where LLMs are actually reasoning through steps and not just bolted on as an add-on, Gumloop is my pick. It's what I use every day and it's the tool I recommend to anyone who wants to go beyond basic trigger-and-action workflows. It's also the fastest way I've found to reduce the time it takes to go from idea to working automation, without needing developers involved.

If you've never automated anything before and just need to connect two systems together, start with Zapier. It has the largest integration library out there and the learning curve is basically zero. Make is a similar option if you're on a tighter budget and want to speed up simple workflows without paying Zapier prices.

If you're more technical and want full flexibility with a self-hosting option, n8n is hard to beat. The community alone is worth it, and developers who want more control over their automation development will feel right at home.