Gumloop
Build, deploy, and control multi-agent AI workflows on a visual canvas with enterprise guardrails.
Gumloop is a strong pick for GTM and ops teams that want pre-built, governed AI agents inside Slack and Teams without writing code. The visual canvas and enterprise guardrails—VPC, RBAC, audit logs—justify the price for compliance-heavy orgs. Power users may still hit limits on fully custom logic compared to pure-code frameworks like n8n or custom Python.
Verified 8d ago · liveness 87/100 · cite: rightaichoice.com/tools/gumloop
- Sales and revenue teams automating pipeline reviews and CRM updates
- Support teams triaging bugs and drafting responses
- Marketing teams running campaign and SEO automation
- Recruiting and people ops automating candidate outreach
- Solo developers needing full code-level control
- Teams requiring deep, multi-step RAG pipelines
- Organizations with low automation maturity
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Skip Gumloop if you need full code-level control or deep, multi-step RAG pipelines that don't fit pre-built agent patterns, or if your team is too budget-constrained for recurring credit costs.
Going past 20k credits per month on Pro triggers an 8% orchestration fee on every credit spent, which can add up quickly at high volume.
Gumloop's Pro at $37/mo with 20k credits suits small to mid-sized teams that want fast setup without engineering. It's cheaper than hiring a developer for custom automation but pricier than n8n's flat fee; the 8% orchestration fee makes it less predictable at high volume. Enterprise is custom, positioned for compliance-heavy orgs.
In short
Gumloop — Build, deploy, and control multi-agent AI workflows on a visual canvas with enterprise guardrails. Best for Sales and revenue teams automating pipeline reviews and CRM updates, Support teams triaging bugs and drafting responses, Marketing teams running campaign and SEO automation. Free to start; paid plans from $37/mo.
What's new in Gumloop
Checked 8 days agoAcross the latest 4 updates: 4 feature updates.
Keels Webhook Triggers for Agents
Agents can now be triggered via webhook, enabling forms, alerts, or external events to kick off a run with data.
Daily Chew Highlights, Artifacts on Your Own Domain, Browserbase MCP
Daily Chew includes action items with step-by-step plans; shared artifacts can be served from your domain; agents can browse the web via Browserbase.
Monday.com Triggers, Faster Agents, Better Citations, Custom Roles, MCP Enhancements
Adds Monday.com triggers, faster agent performance, improved Daily Chew citations, custom role restrictions, and MCP updates.
Insights Tabs, Impact Reports, Snapchat Ads MCP, Shared Skills for Gumball, Faster Agent Pages
Adds Insights tabs, emailed impact reports, Snapchat Ads MCP, shared skill support, and faster agent pages.
Viability Score
How well maintained and how widely used is Gumloop? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Visual canvas for building multi-agent workflows
- Pre-built agents: CRM, Data Analysis, Support, Meeting Prep, Call Analysis, Lead Gen, SEO Automation
- Interact via Slack, Microsoft Teams, and email with @mentions
- DM your agent in Slack with a custom Slack app
- Company Brain syncs company knowledge from connectors
- GitHub Skill Sync: import SKILL.md folders
- 35+ AI models including Claude, GPT, Gemini, DeepSeek, GLM, Kimi
- Bring your own API keys
- Human-in-the-loop approvals
- Role-based access control and scoped permissions
- Virtual Private Cloud (VPC) deployments (Enterprise)
- AI model access control and spend insights
- Audit logging (Enterprise)
- MCP server hosting and proxying
- Gumball personal agent (beta)
About Gumloop
Gumloop is an AI automation platform that lets teams design, deploy, and govern multi-agent workflows without writing code. Using a visual canvas, you orchestrate specialized agents—CRM, Data Analysis, Support, Meeting Prep, Call Analysis—and interact with them like colleagues in Slack, Microsoft Teams, and email. Just tag @Gumloop and ask. The platform emphasizes enterprise guardrails: human-in-the-loop approvals, role-based access control, VPC deployments, AI model restrictions, and audit logging, making it suitable for compliance-heavy organizations. With 35+ models including Claude, GPT, Gemini, and DeepSeek, you can bring your own API keys or use Gumloop's credits. Recent developments include the Gumball personal agent beta, Outlook email and calendar triggers, Gong in Company Brain, and Azure MCP support. Gumball now works with Outlook, and enterprise teams can share agents across the whole Slack workspace. New connectors like Meta Ads, DataForSEO, and Sprout Social expand reach, while managed tunnels let you securely connect private MCP servers. A $50M Series B led by Benchmark funds ongoing development, and the platform now serves companies like Gusto. Gumloop also offers Gumstack, an AI gateway for auditing and monitoring AI activity across your organization. Compared to code-centric frameworks like n8n or custom Python, Gumloop trades some flexibility for speed and governance—ideal for teams needing pre-built agents with enterprise guardrails while still wanting visual workflow customization.
Behind the Verdict
Gumloop occupies a sweet spot between no-code automation tools and full-code orchestration frameworks. Its visual canvas is approachable for business users, but the real differentiator is how deeply it embeds agents into collaboration tools like Slack and Teams. You can literally @mention an agent in a channel, ask for a pipeline forecast, and get a detailed response with citations—this is a workflow that would take a development team weeks to build with custom scripts. Where Gumloop excels is in governed, repeatable processes: CRM updates, support triage, meeting prep, and call analysis. The ability to bring your own API keys gives you cost control and model flexibility, and the enterprise tier's VPC, RBAC, and audit logging make it defensible in regulated industries. The recent addition of webhook triggers, custom domains for artifacts, and browser-based web browsing through Browserbase broaden its automation scope significantly. However, Gumloop is not a free-form coding environment. If you need deep, multi-step RAG pipelines or highly custom logic that doesn't fit a pre-built agent pattern, you'll be fighting the abstraction. Credits are a recurring cost and don't roll over, which can surprise teams with variable workloads. The 8% orchestration fee on Pro adds up. For teams that want maximum flexibility and have engineering resources, n8n or custom Python might be better. But for most GTM and ops teams, the trade-off is worth it: faster time-to-value, built-in governance, and a canvas that your non-technical stakeholders can actually understand.
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Real-world workflow fit
Concrete scenarios for the personas Gumloop actually fits — and what changes day-one when you adopt it.
You want a weekly pipeline health report without manual CRM pulls.
Outcome: Tag @CRM Agent in Slack, ask 'What's at risk this quarter?' and it fetches open deals from HubSpot, summarizes risks, and suggests follow-up emails—all in one thread.
Your team gets flooded with repetitive tickets and wants to triage automatically.
Outcome: Set up a Support Agent that watches a shared inbox, drafts replies, and creates Jira bugs for real issues, cutting response time by half.
You need to automate competitor ad research and update campaign spreadsheets.
Outcome: Use the SEO Automation agent to generate keyword clusters and a Lead Gen agent to pull competitor data from Meta Ads and DataForSEO, then sync results to Google Sheets.
Use Cases
- Analyze monthly sales data by asking @Databot in Slack for year-over-year comparisons.
- Automatically triage support tickets and create Jira bugs based on Slack messages.
- Research prospects and update Salesforce CRM fields via Slack conversations.
- Generate SEO keyword clusters for any domain using natural language prompts.
- Brief teams before meetings by pulling data from multiple tools into a single Slack thread.
- Monitor form submissions for lead qualification and trigger follow-up workflows.
- Automate ad campaign management and competitor analysis.
- Set up agent chat evaluations to auto-grade support responses.
Models Under the Hood
as of 2026-08-30
Limitations
- Gumloop offers a Pro plan starting at $37/month with 20k credits included and an 8% orchestration fee, while the Enterprise tier has custom pricing.
- The free trial lasts 14 days, and unused credits do not roll over.
- Pro plans have limits on concurrent workflow runs (5) and concurrent agent chats (25), with custom options for higher limits.
as of 2026-08-29
Verification history
We have re-verified Gumloop 16 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 16 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Gumloop tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Solo builders or small teams exploring AI agents without upfront cost, wanting flexibility with BYO API keys.
What this tier adds
Free entry point with unlimited agents and 35+ models, but limited to 5 concurrent workflow runs and 1 MCP server.
Pro
$37/mo
Ideal for
Growing teams needing higher concurrency and AI spend insights, with priority email support.
What this tier adds
Adds 20k credits/month, 8% orchestration fee, 25 concurrent agent chats, and custom MCP proxying over Free.
Enterprise
Custom
Ideal for
Compliance-heavy organizations requiring VPC, RBAC, and advanced governance controls.
What this tier adds
Adds VPC, SCIM/SAML, audit logs, admin dashboard, and custom data retention rules, plus dedicated support.
Where the pricing makes sense
The company stage and team size where Gumloop's pricing actually pencils out — and where peers do it cheaper.
Gumloop's Pro at $37/mo with 20k credits suits small to mid-sized teams that want fast setup without engineering. It's cheaper than hiring a developer for custom automation but pricier than n8n's flat fee; the 8% orchestration fee makes it less predictable at high volume. Enterprise is custom, positioned for compliance-heavy orgs.
Setup time & first value
How long it actually takes to get something useful out of Gumloop — broken out by persona, not the marketing-page minute.
A business user can build a first agent in about 15 minutes using templates and the visual canvas. Connecting Slack or Teams takes under 5 minutes with OAuth. Enterprise setups with VPC and SCIM/SAML may take 1-2 days with IT involvement.
Switching to or from Gumloop
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From n8n: Rebuild workflows by mapping n8n nodes to Gumloop's pre-built agents and canvas; import custom logic as skills.
- →From custom Python: Replace scripted automations by recreating steps as agent tasks and using Company Brain for context.
- →From Zapier: Use Gumloop's connectors to replicate common triggers and actions; complex multi-step logic may need rethinking.
- ↗To n8n: Export workflow logic as a flowchart and recreate nodes; expect to handle more code yourself.
- ↗To custom Python: Use Gumloop's API and CLI to export agent definitions and then port to your own orchestration.
Integrations
Resources & Guides
Tutorials & Learning
Official links
Tools that pair well with Gumloop
Common stack mates teams adopt alongside Gumloop, with the specific reason each pairing earns its keep.
Alternatives to Gumloop
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Frequently Asked Questions
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