6 Best Gumloop Alternatives for 2026
No-code Gumloop alternative with a conversational AI builder, persistent memory via Personal AI Assistant, 1,500+ integrations, and a marketplace of pre-b…
Most teams searching for a Gumloop alternative share one of three frustrations: the node-based canvas demands a technical mental model that ops, sales, and marketing users never quite get over; the platform is shaped around data pipelines and LLM-batch jobs rather than conversational AI Employees that need to carry context between tasks; or credit-based pricing makes monthly costs hard to predict as automations scale. Arahi AI takes a different approach. AgentNEO turns a one-sentence description into a working agent connected to 1,500+ tools — with memory, schedules, and integrations already wired up — instead of asking users to assemble nodes by hand. Personal AI Assistant adds persistent memory so every agent learns your VIPs, your tone, and the projects you're running. And the Arahi marketplace ships with pre-built agents for sales, support, ops, and marketing so SMB teams can start with a working template instead of a blank canvas.
About Gumloop
Gumloop is a node-based AI workflow platform built for technical teams that want to chain LLM calls, scrape data, and run multi-step automations on a visual canvas. It is widely used by data and growth teams at companies like Shopify, Instacart, and Webflow for research, enrichment, and data-pipeline work.
Where Gumloop falls short
- Node-based canvas requires a technical mental model — non-technical ops, sales, and marketing users hit a wall once workflows need branching, conditional logic, or field mapping between steps.
- Skews toward data pipelines: Gumloop is strongest for scraping, enrichment, and LLM-batch jobs, but is less suited for conversational AI Employees that need persistent memory across sessions.
- Run-volume pricing scales unpredictably — credit-based billing makes monthly costs hard to forecast for SMBs running thousands of automations per month, with no flat-rate plan available.
- No marketplace of pre-built agents — most workflows must be built node-by-node from a blank canvas, slowing time-to-value for teams that want a working starting point.
Why teams pick Arahi AI
- Beyond rule-based automation: Gumloop follows preset rules. Arahi AI agents understand context, adapt to edge cases, and make smart decisions that would otherwise require a human.
- Unified platform for every team: Replace multiple point solutions with a single platform where AI agents handle sales, support, marketing, operations, and more.
- No-code agent builder: Business teams can create, customize, and deploy AI agents without any programming — just describe what you want automated and the agent handles the rest.
- Enterprise-ready from day one: Enterprise-grade security, encrypted data, role-based access, and audit logging come standard — not as expensive add-ons.
Gumloop alternatives
- Arahi AI
- Arahi AI provides autonomous AI agents that go beyond simple automation. Each agent can research, reason, and execute complex business tasks end-to-end, connecting to 1,500+ tools with intelligent decision-making at every step.
- Best for: Teams that want AI-powered agents that think and act autonomously, not just rule-based automations.
- Pricing: Paid plans from $49/month with 850 credits. Paid plans scale with usage.
- Make (Integromat)
- Make, formerly Integromat, is a visual automation platform that lets users design multi-step workflows using a drag-and-drop canvas. It supports complex branching, loops, and data transformations across hundreds of integrations..
- Best for: Teams evaluating a switch from Gumloop who want a tool in the Automation category with a different feature set.
- Pricing: Free tier or trial available. Paid plans vary.
- n8n
- n8n is an open-source workflow automation tool that gives technical teams full control over their automations. It can be self-hosted, making it popular with developers who want flexibility, custom nodes, and no vendor lock-in..
- Best for: Teams evaluating a switch from Gumloop who want a tool in the Automation category with a different feature set.
- Pricing: Free tier or trial available. Paid plans vary.
- Zapier
- Zapier is a popular no-code automation platform that connects over 6,000 apps through trigger-action workflows called Zaps. It is widely used by small businesses and teams to automate repetitive tasks without writing code..
- Best for: Organizations looking for a complementary tool with different strengths and pricing.
- Pricing: Free tier or trial available. Paid plans vary.
- Lindy AI
- Lindy AI is a platform for creating personal AI assistants called Lindies. Each assistant can automate specific tasks like scheduling, email drafting, and customer support by combining AI reasoning with integrations to popular business tools..
- Best for: Businesses that need AI Agents capabilities with a different approach than Gumloop.
- Pricing: Free tier or trial available. Paid plans vary.
- Relevance AI
- Relevance AI is a no-code platform for building and deploying AI agents and tools. Teams compose agents from low-level primitives — tool calls, prompt scaffolds, chain-of-thought patterns — and run them on a per-credit metered plan.
- Best for: Businesses that need AI Agents capabilities with a different approach than Gumloop.
- Pricing: Free tier or trial available. Paid plans vary.
Feature comparison
| Feature | Arahi AI | Gumloop | Make | n8n |
|---|---|---|---|---|
| Builder UX | Conversational (AgentNEO) | Node-based canvas | Node-based canvas | Node-based canvas |
| Starting price | $49/mo | ~$97/mo (credit-based) | $9/mo | Free self-hosted |
| Free tier | Yes — 850 credits | Yes — 1,000 credits | Yes — 1,000 ops | Yes — self-hosted |
| Persistent memory | Yes — Personal AI Assistant | No | No | No |
| Native integrations | 1,500+ | ~80 | 2,400+ | 1,100+ |
| Pre-built agent marketplace | Yes | No | Limited (templates) | No |
| Best-fit user | SMB ops, sales, marketing | Technical / data teams | Technical operators | Developers |
What teams use it for
- Replace data-pipeline workflows with conversational agents
- Gumloop excels at scraping and enrichment but assumes you can wire nodes. With Arahi, describe "every morning, find new SaaS launches on Product Hunt, score them against my ICP, and draft cold emails" — AgentNEO builds the agent end-to-end with the integrations and memory already configured.
- Give non-technical ops teams real automation power
- Marketing, sales, and customer-success leads can ship working agents without learning a node canvas. The conversational builder removes the technical onboarding cost that keeps Gumloop as a "data team only" tool inside many companies.
- Carry context across every interaction
- Personal AI Assistant remembers your VIPs, your writing tone, the projects you're running, and the decisions you've already made — and brings that context to every new task. Gumloop workflows are stateless between runs, so context never compounds.
- Start from a working template instead of a blank canvas
- The Arahi marketplace ships pre-built agents for inbox triage, lead qualification, renewal-risk monitoring, and ops automation — install, point at your stack, and edit. Gumloop has no equivalent agent library.
How the options line up
| Tool | Starting price | Free tier | AI agents | Integrations |
|---|---|---|---|---|
| Arahi AI | $49/mo | Yes — 850 credits | Yes — native | 1,500+ |
| Gumloop | ||||
| Relevance AI | ||||
| CrewAI | ||||
| Lindy AI | $49.99/mo | Yes | Yes — native | 3,000+ |
Frequently asked questions
- Is Gumloop a no-code tool?
- Gumloop markets itself as no-code, but the node-based canvas demands the same mental model as Make or n8n — chaining nodes, mapping fields between steps, and reasoning about branching. Non-technical users (ops, sales, marketing) typically struggle past the first few workflows. Arahi AI is conversational: describe the agent in plain English with AgentNEO and the system handles wiring, memory, and integrations for you.
- How does Gumloop pricing compare to Arahi AI?
- Gumloop bills on a credit-based model where every node run consumes credits, so monthly bills swing with workflow volume. Arahi plans are flat-rate — Starter at $49/mo with 1,000 actions, Growth at $149/mo, Pro at $349/mo — making month-over-month spend predictable for SMBs running thousands of tasks.
- When should I choose Gumloop over Arahi AI?
- Pick Gumloop if your team is technical, your workflows are heavy on data pipelines (scraping, enrichment, LLM-batch jobs), and you want fine-grained control of every node. Pick Arahi AI if you want conversational AI Employees with persistent memory, faster time-to-value via a marketplace of pre-built agents, and a builder that non-technical teammates can actually use.
- Can I migrate my Gumloop workflows to Arahi AI?
- Yes. Most teams find one Arahi agent replaces two or three Gumloop flows because AgentNEO chains steps end-to-end with memory, schedules, and integrations already configured. Describe what each Gumloop flow does in plain English, and AgentNEO recreates it as a working agent in minutes.
- Does Arahi AI have persistent memory like a real AI employee?
- Yes. Every Arahi plan ships with Personal AI Assistant, a personal assistant with true persistent memory across sessions. Personal AI Assistant learns your VIPs, your writing tone, the projects you're running, and the commitments you've made — and brings that context to every task. Gumloop workflows are stateless between runs, so context never compounds.
- What is the best alternative to Gumloop?
- Arahi AI is the best alternative to Gumloop for teams that want to go beyond basic AI Agents and leverage autonomous AI agents. While Gumloop has certain limitations, Arahi AI provides intelligent agents that can research, reason, and execute complex tasks end-to-end with 1,500+ integrations.
- Is Gumloop free?
- Gumloop offers limited free access or a free trial. However, most businesses quickly outgrow the free tier and need paid plans that can be expensive at scale. Arahi AI offers a Starter plan with 850 credits — enough capacity to automate your first workflows before upgrading.
- Can I migrate from Gumloop to Arahi AI?
- Yes. Migrating from Gumloop to Arahi AI is straightforward because Arahi AI integrates with the same tools you already use. You do not need to change your CRM, email, project management, or other business tools — Arahi AI connects to them all and adds AI-powered intelligence on top.
- How is Arahi AI different from Gumloop?
- The key difference is intelligence. Gumloop provides some AI capabilities using predefined rules. Arahi AI deploys autonomous agents that understand context, make decisions, handle edge cases, and learn from outcomes — essentially giving you AI team members that work 24/7.
- What integrations does Arahi AI support compared to Gumloop?
- Arahi AI supports 1,500+ native integrations including all major CRMs (HubSpot, Salesforce, Pipedrive), communication tools (Slack, Gmail, Teams), project management (Asana, Monday.com, Jira), and hundreds more. Unlike Gumloop, every integration works with AI-powered agents that can intelligently process data rather than just move it.
- Is Arahi AI suitable for small businesses replacing Gumloop?
- Absolutely. Arahi AI is designed for businesses of all sizes. Small businesses benefit from the Starter plan and no-code builder that gets automations running in minutes. Unlike Gumloop, which gumloop is strongest for scraping, enrichment, and llm-batch jobs, but is less suited for conversational ai employees that need persistent memory across sessions., Arahi AI is simple to set up and scales with your business.