Rating certificate · AW/26-09/19426 Sept 2026
Not enough evidence
The Register / Agent-building platforms / Gumloop
Register entry · Agent-building platforms · updated 26 Sept 2026
Gumloop
Gumloop is a YC-backed no-code platform that began as a visual AI workflow builder and now centres on agents that employees build in minutes and deploy in Slack, Teams or email. It supports 35+ models with bring-your-own keys, MCP server hosting, a CLI, and a security product (Gumstack) for monitoring agent data use. Pricing is a single Pro tier with credits plus Enterprise.
What reviewers and users praise
- Users and reviewers describe it as easy for non-developers and more AI-native than Zapier or n8n (Reddit, Cybernews, diyai)
- Very frequent product updates (29 dated changelog entries in 90 days)
What they criticise
- Users report runs breaking mid-execution and an AI-first builder that is hard to control manually (Reddit)
- Complex workflows still require learning, and higher tiers get expensive (Cybernews)
Experts vs the crowdneeds both scores
Experts67
Crowd—
| Price | From $37 |
|---|---|
| Use it via | Web app, Chat apps, CLI, MCP server, API |
| Runs on | web |
| Licence | proprietary |
| Updated | Evidence collected 26 Sept 2026 |
How the rating was worked out
Weights for Agent-building platforms: adoption 35%, experts 35%, crowd 30%. Fewer than two pillars have enough evidence. The method.
| Adoption & momentumweight 35% | — | No public reach signal found |
|---|---|---|
| Expertsindependent reviews · weight 35% | 67 | 3 independent reviews (2 positive · 1 mixed · 0 negative), averaged toward 50 for small samples. |
| Crowdcommunity sample · weight 30% | — | Community sample from a single platform |
| Rating | — | Not rated: fewer than two pillars have enough evidence. |
Evidence checks. 1 post over the three-per-thread limit not counted. 1 item could not be checked at the source (the page could not be fetched, or the quote is from a comment under the linked post); kept and marked “unverified”. How evidence is checked.
Trust & safety
Seven dimensions graded A–D from documented facts. Overall: B.
n/e
Permission model
Not established from documentation.
A
Data access scope
Pricing page lists 'Connector Policies & Guardrails' (agent-scoped on Pro, org-wide on Enterprise), RBAC and AI model access control. source
B
Data storage
Hosted cloud; optional Virtual Private Cloud and custom data retention rules on Enterprise. source
B
Data retention & training
Privacy policy: 'For premium users, we do not use any of your uploaded data, flows, or chats with agents that you create to train any AI whatsoever'; retention 'as long as is necessary' (no fixed period). source
n/e
Incident history (24 months)
No incident search completed.
A
Compliance
Trust center lists a 'SOC 2 Type II Audit Report'; Cybernews also lists SOC 2 Type 2, GDPR and HIPAA. source
B
Transparency
Closed source with a detailed, dated public changelog. source
The experts
4 named independent reviews found; dated reviews from the last 12 months are scored.
- positive
Yes, you should use Gumloop AI if you want a fully automated AI-based workflow with conditional logic and complex branching.
Cybernews · 3 Jun 2026 · unverified · cybernews.com - positive
For a Gumloop AI review in 2026, the fair verdict is this: it is one of the better AI automation platforms for serious workflow builders
DIY AI · 11 May 2026 · diyai.io - mixed
Verdict: The workflow we'd recommend Gumloop for. It's the marketing-adjacent sweet spot of the platform. Workflow 5 — Social Ops: Partially
Allable.ai · 22 Aug 2026 · allable.ai - positive
Gumloop earns four stars for delivering on its core promise
Intelligence and Power (Substack) · — · intelligenceandpower.substack.com
The crowd
8 coded posts from reddit.
3 positive2 mixed3 negative
- negative
As someone who have unlimited credits to this platform due to “connections” I can’t understand the use case. At all.
r/AI_Application · 29 Jun 2026 · reddit.com - positive
What stood out to me with Gumloop compared to tools like Zapier is that it feels much more AI-native.
r/AI_Application · 22 May 2026 · reddit.com - positive
Gumloop is actually pretty easy to use for AI workflows. Still testing it but it looks solid so far.
r/AI_Application · 6 Apr 2026 · reddit.com - negative
Gumloop is horrible. They've tried to automate everything away to their AI but their AI is incapable.
r/automation · 30 Jan 2026 · reddit.com - negative
yeah gumloop breaking mid runs is super frustrating
r/automation · 24 Mar 2026 · reddit.com - mixed
Think of GumLoop as quick build, n8n as long-term scalable different use cases, not a replacement.
r/automation · 11 Apr 2026 · reddit.com - positive
gumloop is great if you're building a system that needs to "think" through a lot of unstructured
r/automation · 9 Apr 2026 · reddit.com - mixed
It worked well. I saved roughly 10 hours a week, saw real results, and the UX and integrations were genuinely solid. The friction only showed up later
r/ArtificialNtelligence · 13 Feb 2026 · reddit.com
Pricing
As published, checked 26 Sept 2026.
| Plan | Price | Notes |
|---|---|---|
| Pro | $37 / monthly | 'Starts at $37 / month'; 20k credits/month, unlimited seats, 8% orchestration fee; 14-day free trial. |
| Enterprise | Custom | VPC, SCIM/SAML, audit logs, custom data retention. |
Recent changes
- 24 Sept 2026
11.2.0: password-protected artifacts, faster/cheaper agent tasks, Slack agent blocks, per-trigger model choice, Reflections for wasted credits. source
- 12 Mar 2026
$50M Series B led by Benchmark reported (news shared on Reddit 2026-03-12); product repositioned around Gumloop Agents and Gumstack. source
Ranked alongside
Other ranked entries in Agent-building platforms.
n8nn8n GmbH68
Sources
Every figure above traces to one of these, observed up to 26 Sept 2026.