Gumloop
No-code AI workflow automation for ops and growth teams — like Zapier rebuilt around LLMs.
Last updated
- ⭐ Best for
- growth teams
- 💰 Pricing
- From $97/mo
- ⏱ Hours saved/wk
- 6
- 🔥 Why trending
- 5/10 popularity
About Gumloop
Gumloop is a drag-and-drop platform for automating work with AI: scrape websites, enrich leads, summarize documents, categorize tickets, and push results into Sheets, Slack, or CRMs. Flows combine AI nodes with integrations and can run on schedules or triggers. It has become popular with growth, ops, and RevOps teams automating repetitive research-heavy tasks.
Key benefits
- ✓Visual flow builder with AI-native nodes
- ✓Web scraping and browsing steps
- ✓Lead enrichment and data categorization
- ✓Integrations with Sheets, Slack, HubSpot, Gmail
- ✓Scheduled and triggered runs
- ✓Credit-based execution with a free tier
+Pros
- ✓AI-first design makes LLM steps feel native, not bolted on
- ✓Excellent for scraping-plus-summarizing style workflows
- ✓Free tier is enough to build and test real flows
- ✓Fast-moving product with frequent new nodes
−Cons
- −Credit pricing gets expensive at heavy volume
- −Fewer integrations than Zapier or Make
- −Debugging failed runs on complex flows can be tedious
Ready to try Gumloop?
Start free — paid plans from $97/mo.
Gumloop vs alternatives
Same category, ranked by ToolMango ROI Score.
| Tool | ROI Score | Pricing | |
|---|---|---|---|
Gumloopthis page No-code AI workflow automation for ops and growth teams — like Zapier rebuilt around LLMs. | ★★★★★57.7 | $97/mo | View → |
Framework for orchestrating role-playing AI agents. | ★★★⯨★65.0 | Free | View → |
Collaborative platform for designing, testing, and shipping production AI chat and voice agents. | ★★★★★63.8 | $60/mo | View → |
Developer-friendly platform for building LLM-powered chatbots and agents with deep customization and open-source roots. | ★★★★★61.3 | $89/mo | View → |
Build custom AI agents on your company's knowledge — connected to Notion, Slack, Drive, and GitHub. | ★★★★★60.3 | $29/mo | View → |
Our take on Gumloop
Gumloop is what automation looks like when you start from the LLM and work outward, rather than bolting an AI step onto a 2015 trigger-action tool. Its flows scrape pages, extract structured data, summarize, classify, enrich, and then deliver results into the spreadsheets and Slack channels where teams actually live.
What we like
The AI-native node design is the difference-maker: "browse this list of company sites, extract pricing pages, summarize positioning, write to a Sheet" is a twenty-minute build here and an afternoon of duct tape elsewhere. Growth and RevOps use cases — lead enrichment, competitor monitoring, inbound categorization — feel like the product's home turf, and the template library reflects that. The free tier includes enough credits to prove value on a real workflow before paying, which is the right way to sell automation. The team ships quickly; new nodes and models appear at a startup's pace.
Where it falls short
Credit-based pricing rewards prototyping and punishes scale — flows that run thousands of AI steps monthly can make the bill balloon past what the plan number suggests, so watch usage early. The integration catalog, while covering the popular tools, is a fraction of Zapier's; niche apps may force webhook workarounds. And when a 25-node flow fails on row 412 of a scrape, root-causing it is still more tedious than it should be.
Verdict
For growth, ops, and founder-led teams drowning in repetitive research work, Gumloop is one of the highest-leverage tools in the no-code AI space — start with your ugliest weekly spreadsheet ritual and automate that. Keep Zapier or Make for simple plumbing, and monitor credit burn before rolling flows out at volume.
Frequently asked questions
How much does Gumloop cost?
Gumloop has a free tier with monthly credits. Paid plans start around $97 per month for solo builders, with team plans higher; execution consumes credits based on the AI models and steps used.
What is Gumloop best used for?
Research-heavy automation: scraping sites, enriching lead lists, summarizing content at scale, categorizing inbound data, and pushing results into Sheets, Slack, or a CRM.
Gumloop vs Zapier — what's the difference?
Zapier has vastly more integrations and simple trigger-action strength; Gumloop is built around AI steps like scraping, extraction, and summarization. Many teams use Zapier for plumbing and Gumloop for AI-heavy flows.
Is Gumloop worth it?
If a repetitive research or enrichment task eats hours weekly, yes — one good flow can pay for the subscription. For simple app-to-app automation, cheaper traditional tools suffice.
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No-code AI workflow automation for ops and growth teams — like Zapier rebuilt around LLMs.
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