Make Alternatives

Relay.app is an AI automation platform that turns a plain-language description into a working workflow. It is built for operations, marketing, sales, and small business teams who want to automate repetitive work without writing code. You describe what you want, Relay.app connects your apps and AI models, and you add human approval steps wherever a person needs to stay in control.

Key Highlights

• Chat-first builder, powered by Opus 4.8, that turns a prompt into an editable visual workflow
• Connects 200+ apps including Gmail, HubSpot, Stripe, Slack, and Notion
• Human-in-the-loop steps for approvals, data entry, and AI output review
• Built-in AI steps using models from Anthropic, OpenAI, or Gemini
• Workflows, tables, and custom MCP servers built from the same blocks
• Free AI credits on every plan, or bring your own API key

What Makes It Different

The differentiator is the human-in-the-loop model. Instead of letting AI run unsupervised, you drop a checkpoint anywhere in a workflow to require an approval, collect data only a person knows, or route an AI output to email or Slack for review before it goes out. That suits irreversible actions like payments and customer messages. Relay.app also keeps the predictable process separate from the AI, so automations stay reliable run to run.

Features & Capabilities

Workflows start from a trigger: an app event, a schedule, a form, a webhook, an RSS feed, or a manual button. From there you chain app steps, AI steps, conditional paths, loops, and merging branches in a no-code visual editor.

Beyond app actions, Relay.app adds HTTP requests for any API, web scraping (extract content, screenshots, crawl links), and utilities like custom JavaScript and file conversion. You can also build MCP servers to expose your own tools to apps like ChatGPT, Claude, or ElevenLabs.

User Ratings and Testimonials

Users praise the interface, often calling it cleaner and easier to learn than Zapier or Make, and they single out the human-in-the-loop design and fast support. Several reviewers note they are not programmers yet still build complex workflows. The common caveat is that included AI credits and step limits on lower tiers can run out under heavy use, pushing frequent users to upgrade or bring their own key.

Pricing & Value

• Free: $0, 1 user, 500 AI credits and 200 steps/month, 2 active workflows, all features
• Professional: $19/month billed annually, 1 user, 2,000 AI credits and 750 steps/month, unlimited workflows
• Team: $59/month billed annually, 10 users, 2,000 AI credits and 1,500 steps/month, shared workflows and connections
• Enterprise: custom pricing and limits, private models via Bedrock, Vertex, or Azure, SOC 2 and GDPR compliance

The free plan mirrors the paid feature set with lower limits, so you can build and test real automations before paying.

Gumloop transforms complex business processes into simple visual workflows that anyone can build. This AI-powered automation platform lets teams create sophisticated workflows without writing a single line of code. Perfect for businesses looking to streamline operations and boost productivity.

Key Highlights

• Visual drag-and-drop workflow builder
• AI-powered automation capabilities
• No coding required
• Unlimited triggers and webhooks on paid plans
• Team collaboration features
• Fast feature development and updates
• Better than traditional platforms like Make and n8n

What Makes It Different

Gumloop combines the simplicity of visual workflow building with advanced AI capabilities. Users describe it as "Zapier on steroids" - offering more power while staying user-friendly. The platform focuses on solving complex automation problems that other tools struggle with.

Features & Capabilities

Gumloop offers a complete visual automation platform. Teams can build AI-powered workflows for data processing, customer service, content creation, and business operations. The platform handles complex logic and integrations through an intuitive interface. Users can set up automated triggers, process data with AI, and connect multiple apps seamlessly.

User Ratings and Testimonials

Gumloop has an average rating of 5.0 out of 5 stars from 7 reviews on Product Hunt.

Users praise the platform for being super easy to use and highly customizable. They find it better than traditional automation platforms like Make and n8n for solving complex problems.

The seamless UX stands out compared to other workflow automators. Users also highlight the excellent support team and fast shipping of features.

Some describe it as "like Zapier but on steroids" for its advanced capabilities while remaining user-friendly for non-technical users.

Pricing & Value

Gumloop offers several pricing plans:

• Free: 2k credits per month with 1 seat and 1 active trigger
• Solo: $37/month for 10k+ credits with unlimited triggers and webhooks
• Team: $244/month for 60k+ credits with 10 seats and team collaboration features
• Enterprise: Custom pricing with advanced security, admin controls, and virtual private cloud

The Team plan includes a 14-day free trial.

The main value of Gumloop is its visual workflow automation platform that lets teams build AI-powered processes without coding.

Zapier automates workflows between over 7,000 applications, making it simple for businesses to save time on repetitive tasks. This platform lets you create "Zaps" that trigger actions across different tools when specific events happen.

Key Highlights

• Connects 6,000+ apps and services
• No coding skills required
• Multi-step automation workflows
• AI-powered features included
• Step-by-step setup process
• Webhooks and premium app access
• Team collaboration tools
• Enterprise-grade security options

What Makes It Different

Zapier stands out with its massive app ecosystem and user-friendly approach to automation. The platform focuses on making complex integrations accessible to non-technical users through visual workflow builders and pre-made templates.

Features & Capabilities

Zapier creates automated workflows called "Zaps" that connect different apps. When something happens in one app (trigger), it automatically performs actions in other apps.

Users can build multi-step workflows, use conditional logic, and set up filters.

The platform supports webhooks, data formatting, and scheduled automations.

Common use cases include lead management, social media posting, data syncing, and email marketing automation.

User Ratings and Testimonials

Zapier has an average rating of 4.5 out of 5 stars from over 1,383 reviews on G2.

Users appreciate the easy setup process and wide range of app integrations. Many report saving hours of manual work each week. Customer support receives positive feedback for being responsive and helpful.

Some users find the initial learning curve challenging, while others note that pricing can become expensive for small businesses with many automations. Occasional bugs and unclear error messages are mentioned as areas for improvement.

Pricing & Value

Zapier offers several pricing plans:

• Free: 100 tasks per month with unlimited Zaps, two-step workflows, and AI power-ups.
• Pro: $29.99/month for multi-step Zaps, unlimited premium apps, and webhooks.
• Team: $103.50/month for 25 users with shared Zaps, folders, app connections, and SAML SSO.
• Enterprise: Custom pricing with unlimited users, advanced admin controls, and annual task limits.

All paid plans include email support, with live chat available for Pro users on higher task tiers. Zapier offers a free trial for all paid plans and provides 33% savings when paying yearly.

The main value of Zapier is its ability to connect over 7,000 apps and automate workflows without coding knowledge.

n8n is an open-source tool for automating workflows. It helps you link various apps and services to build complex automations. It's for developers, tech-savvy users, and businesses that want complete control of their workflows.

Key Highlights

• Open-Source and Self-Hostable: Host n8n on your own servers for full control over your data and security.
• Visual Workflow Builder: Create complex automations with a node-based, drag-and-drop interface.
• Extensive Integrations: Connect to hundreds of apps and services, or use the HTTP request node to connect to any API.
• Code Node: Write custom JavaScript or Python code to extend the functionality of your workflows.

What Makes It Different

n8n's open-source nature and self-hosting capabilities are its key differentiators. This lets users control their data, security, and costs. It's a big plus for businesses that have strict data privacy needs. n8n's flexibility lets you write custom code, making it a powerful and customizable choice. This sets it apart from many other no-code automation platforms.

Features & Capabilities

n8n allows you to build a wide range of automations, from simple data syncing to complex, multi-step workflows. The platform's node-based editor makes it easy to visualize and build your automations, and you can use the code node to add custom logic. n8n also offers features for error handling, and a strong community for support.

User Ratings and Testimonials

n8n has a 4.8-star rating out of 5 on G2 and a 4.9-star rating out of 5 on Product Hunt.

Users praise its flexibility, power, and the control that comes with being able to self-host. Some users say it has a steeper learning curve than other automation tools. They also find the user interface can get cluttered with complex workflows.

Pricing & Value

n8n offers a free, self-hosted version that is very popular. They also offer a cloud-hosted version with pricing based on the number of workflow executions.

The cloud plans start at $24 per month. For businesses ready to handle their own hosting, n8n is a fantastic option. It gives you a strong and flexible automation platform for free.