⚡Stack Radar

Agentic Workflows · Reviewed 19 Oct 2026

Gumloop

Multiplayer AI agent builder for teams to build, share, and control agents.

from $37 · free tier · gumloop.com ↗

Paid against free › Agentic Workflows › Gumloop

Gumloop at a glance

SEO analysis

Collected Oct 19, 2026

gumloop.com: an estimated 480,927 total monthly visits and about 317,523 monthly organic visits across 3,129 ranking keywords. Scout crawled 15 pages and measured a technical health score of 98/100.

480.9KEstimated total trafficModeled monthly visits3.1KRanking keywordsPublic search sample98/100Technical health15 pages checked7.8KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Gumloop is a multiplayer AI agent builder that lets teams build, share, and control AI agents S1. It is used by technical and non-technical teams to automate tasks across their tools, with governance features for IT control S1. The platform provides observability, spend management, and security controls, making it practical for enterprise adoption S1.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Gumloop is a multiplayer AI agent builder S1.
  • Core purpose: Enables teams to build and share AI agents that automate work S1.
  • Intended users: Technical and non-technical teams, with IT controlling access S1.
  • Product scope: A platform with agents, skills, CLI, and SDK S1.
  • Positioning: Build, optimize, and control AI agents S15.
  • Claimed distinction: Lets anyone build agents with any model and integration S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
Sales teamsAutomate deal management and CRM updates S15.
Support teamsTriage bugs and create tickets automatically S15.
Marketing teamsBuild agents to analyze call recordings for insights S15.
Engineering teamsUse SDK, CLI, and MCP for internal agent harness S1.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Agent buildingBuild agents by describing tasks in plain language S1.
CollaborationBuild agents collaboratively with coworkers S1.
SkillsAgents use reusable playbooks to improve performance S25.
IntegrationsConnect to 300+ native integrations and custom MCPs S1.
GovernanceAdmins control access, spend caps, and audit logs S1.
ObservabilityDashboards show cost and usage per agent and team S1.
DeploymentDeploy in your own VPC or cloud S1.
CLIRun agents and manage skills from the terminal S13.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
300+ native integrationsIntegrationConnect to apps like Slack, Teams, and email S1.
MCP gatewayIntegrationGive agents access to tools via a single gateway S1.
Custom MCPsExtension frameworkConnect apps not natively supported S25.
SDKAPILet engineers build and manage agents programmatically S1.
CLIAPIRun agents and manage skills from terminal S13.
Browser automationIntegrationAgents can interact with any website without API S109.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
ProStarts at $37 per month, billed monthly S16520k credits per month S165Unlimited agents; 25 concurrent chats S165
EnterpriseCustom pricing S165Custom credits S165Org-wide policies and guardrails S165
Trial14-day free trial S165Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
youtube.com325a i app, a i tool
play.google.com215a i app
mobileappdaily.com111a i app
pub.aimind.so111a i tool
epm.cnc.stanford.edu112a i tool
clickup.com113a i tool
explodingtopics.com114a i app
digitaltrends.com115a i app
medium.com115a i tool
vizologi.com116a i app

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

Page typeEvidenceSource
customersHow teams put Gumloop agents to workhttps://www.gumloop.com/customers
customersReal stories from the sales, marketing, and operations teams building AI agents on Gumloop, with the numbers behind them.https://www.gumloop.com/customers
customersOpendoorHow Opendoor is automating utility turn-ons for hundreds of homes a week with Gumloop agentsRead storyGustoHow Gusto accelerates its go-to-market engine with GumloopRead storyhttps://www.gumloop.com/customers
customersOpendoorHow Opendoor is automating utility turn-ons for hundreds of homes a week with Gumloop agentsReal estate, Proptechhttps://www.gumloop.com/customers
customersGustoHow Gusto accelerates its go-to-market engine with GumloopHR & payroll, Softwarehttps://www.gumloop.com/customers
customersfalHow fal makes more time for strategic work with GumloopAI, Softwarehttps://www.gumloop.com/customers
customersSamsaraHow Samsara streamlines marketing and sales operations with GumloopPhysical operations, IoThttps://www.gumloop.com/customers
customersBuild your team of agentshttps://www.gumloop.com/customers
customersCreate AI agents that understand your business, work across your tools, and take work from idea to outcome.https://www.gumloop.com/customers
customersExplore agentshttps://www.gumloop.com/customers
customersEnterprise-grade securityhttps://www.gumloop.com/connectors/customer-io-mcp
customersSSO & authentication readyhttps://www.gumloop.com/connectors/customer-io-mcp
customersFull governance & audit logshttps://www.gumloop.com/connectors/customer-io-mcp
customersOAuth or API keyhttps://www.gumloop.com/connectors/customer-io-mcp
customersWebsitehttps://www.gumloop.com/connectors/customer-io-mcp
customersAPI docshttps://www.gumloop.com/connectors/customer-io-mcp
customersPrivacy policyhttps://www.gumloop.com/connectors/customer-io-mcp
customersTerms of servicehttps://www.gumloop.com/connectors/customer-io-mcp
customersBackhttps://www.gumloop.com/connectors/customer-io-mcp
customersOnboard your agenthttps://www.gumloop.com/connectors/customer-io-mcp

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.6%
MonthSource
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
otherGumloop is the multiplayer AI agent builder. Let anyone at your company build agents with any AI model, any integration while IT controls access.https://www.gumloop.com/
identityThe six beliefs behind Gumloop: own your AI spend, own your agent data, and let anyone at your company build agents while IT controls access.https://www.gumloop.com/about
identityJoin Gumloop and help build the future of AI-powered business automations.https://www.gumloop.com/careers
identityWork with a world-class team to build the future of AI automation, for everyonehttps://www.gumloop.com/careers
integrationsLaunch ready-made AI automations in minuteshttps://www.gumloop.com/blog/trigger-gumloop-agents-with-any-app
integrationsProduct updates, how-tos, customer stories and AI updateshttps://www.gumloop.com/blog/trigger-gumloop-agents-with-any-app
customersReal stories from the sales, marketing, and operations teams building AI agents on Gumloop, with the numbers behind them.https://www.gumloop.com/customers
customersfalHow fal makes more time for strategic work with GumloopAI, Softwarehttps://www.gumloop.com/customers
customersCreate AI agents that understand your business, work across your tools, and take work from idea to outcome.https://www.gumloop.com/customers
customersAPI docshttps://www.gumloop.com/connectors/customer-io-mcp
customersPrint LLM-ready instructions for using the Customer.io API. ALWAYS call this first in a new task — it contains the authoritative, version-specific rules for how to drive the API via the other cio\_\* tools.https://www.gumloop.com/connectors/customer-io-mcp
customersAI, Softwarehttps://www.gumloop.com/customers/fal-ai
customersfal is a generative media ecosystem for developers and creators to access the world's leading generative media models. With one API, fal customers can access 1,000+ models, with industry-leading inference speed. The fal Operations team’s job is to make sure that their fast-growing business runs as quickly as their product does.https://www.gumloop.com/customers/fal-ai
customersWant to use AI agents to streamline repetitive work around your team’s core systems? Talk to Gumloop about getting started with enterprise AI.https://www.gumloop.com/customers/fal-ai
customersCreate AI agents that understand your business, work across your tools, and take work from idea to outcome.https://www.gumloop.com/customers/fal-ai
customersGusto, the leading payroll, benefits, and HR platform for small businesses, uses Gumloop to power AI agents that drive revenue, reduce churn, and elevate rep performance.https://www.gumloop.com/customers/gusto
customersWhen Ritu Khanna joined Gusto as their Chief Customer Officer, she had already seen in her previous role at Shopify how Gumloop could significantly move the needle on customer outcomes. She connected their Operations team with Gumloop to explore how they could use AI to amplify their impact on customers.https://www.gumloop.com/customers/gusto
customers“We needed a bunch of tools to take our AI capabilities to another level,” they said. “Let's pick the tool that we know is going to work and that has had impact and great adoption at a place like Shopify.”https://www.gumloop.com/customers/gusto
customersBuilding a culture of AI-powered problem solvinghttps://www.gumloop.com/customers/gusto
customersBuild strategic, high-impact solutions to demonstrate what's possible with AIhttps://www.gumloop.com/customers/gusto

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Competitor gapReview the sampled queries where youtube.com appears.3 first-page appearances across a i app, a i tool

Website intelligence — Collected evidence

Website evidence gaps

  • features: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
Product HuntGumloop Reviews (2026) / Product HuntGrounded web search# Gumloop Reviews ### The community submitted 9 reviews to tell us what they like about Gumloop, what Gumloop can do better, and more. 5.0 Based on 9 reviews Review Gumloop? ... is much easier and it's pushing the limits of what can be solved in low
Future FounderOur verdict on Gumloop.Grounded web search- Designed for AI workflows from the ground up - Visual canvas with strong LLM primitives - Faster than retrofitting Zapier with AI steps - Purpose-built for AI workflows. ... - Smaller app library than Zapier or Make - Newer ecosystem - Smaller integration library than Zapier. Reviewers connecting niche SaaS apps fall back to other tools. - Pricing climbs on heavy runs. AI-heavy workflows consume credits faster than expected. - Less mature than general automation tools. Newer ecosystem — fewer
Androva AIGumloop Review 2026: Is AI-Native Automation Actually Different?Grounded web searchThe catch is that it's a newer, smaller product (7 G2 reviews as of writing), some users report reliability issues on complex workflows, and the credit-based pricing needs watching once you move past testing into daily use.
FeaturedCustomers24 Gumloop Customer Reviews & References / FeaturedCustomersGrounded web searchRead 11 Gumloop reviews and testimonials from customers, explore 13 case studies and customer success stories, and watch customer videos to see why companies chose Gumloop as their Workflow Automation ... a no-code drag and drop interface. They want any
ReviewnexaGumloop Review 2026: AI Automation Features, Pricing & LimitsGrounded web searchline: Gumloop is the most impressive AI-native automation platform I’ve tested in 2025. After spending the last 60 days building workflows, scraping data, and automating repetitive tasks, I can confidently say this tool delivers on its promises – but it’s

Customer proof

Proof typeNamed customer or sourceEvidence
Case studyShopifycustomer case study — Category # Case studies Dive into our curated blog category for valuable resources. (Case studies / Gumloop)
Case studyreducto.aicustomer case study — That’s when Gumloop was born: an AI workflow builder with an intuitive drag-and-drop interface that makes it easy for anyone to automate repetitive work. (How Gumloop Enables Anyone to Make AI Workflows with Reducto / Reducto)

Independent mentions

  • How Webflow automated all social media listening with Gumloop — With Gumloop, we ran every post from Reddit, Webflow’s forum, X (Twitter), and YouTube comments through AI to identify which ones required human intervention. Instead of searching for needles in the haystack, the posts that needed us were surfaced automatically.
  • Day 21 » 30 Tools in 30 Days: Gumloop / The Heed Report — the difference is not always visible during workflow construction. Second, UI volatility: ... regular users. Third, knowledge indexing: unlike Dust, Gumloop moves data through pipelines but does

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipTeams get AI agents. IT gets security and oversight. Leadership sees the impact.source
Contact and supportWe'll be iterating quite a bit on the extension overall but we're excited to see where Gumloop users take it. If you have any feedback or ideas for how it could be better, email us at founders@gumloop.comsource
Legal and privacyGDPR. Zero Data Retention agreements for third-party models.source
Security and complianceSSO add-on pricing question routed to Rahulsource
Uptime and status pageNot published on the collected pages.—
Domain registered2024-04-25—
Domain expires2027-04-25—

Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
Gumloop / Build, optimize, and control AI agentsChangelogPublic product change history. (source)Not dated
New Gumloop Chrome Extension 🎉Product updateProduct update is publicly available. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Cloud and self-hosted in your own VPC S1.S1
Platforms and appsWeb app S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)SDK, CLI, and MCP available S1.S1
Data ownership and exportAgents run on your infrastructure S1.S1
Performance and reliability claimsNot published on the collected pages.—
Release activityChangelog available S15.S15
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2024-04-25 — NameCheap, Inc.
Domain expires2027-04-25
First archived2024-05-08 — web archive
TLS certificateLet's Encrypt, valid, expires 2026-12-30
Security headersHSTS, CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headerVercel
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserversdns2.registrar-servers.com, dns1.registrar-servers.com

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 98/100
  • Critical issues: 0
  • Warnings: 5
  • Notices: 0

Issues

SeverityIssueValueAffected URL
warningTitle length should be reviewed67https://www.gumloop.com/blog/how-samsara-streamlines-marketing-and-sales-operations-with-gumloop
warningDuplicate title in audit sample2https://www.gumloop.com/
warningDuplicate title in audit sample2https://www.gumloop.com/home
warningDuplicate meta description in audit sample2https://www.gumloop.com/
warningDuplicate meta description in audit sample2https://www.gumloop.com/home

Crawled pages

StatusTitleH1sWordsResponseURL
200Gumloop: Build AI agents for work14214227 mshttps://www.gumloop.com/
200A new way for agents to access the web1117482 mshttps://www.gumloop.com/blog/gumloop-browser
200Gumloop: Build AI agents for work14214251 mshttps://www.gumloop.com/home
200Gumloop \Enterprise11116284 ms
200Pricing \Gumloop1485230 ms
200MCP servers for your AI agents \Gumloop1199181 ms
200Careers at Gumloop1629155 mshttps://www.gumloop.com/careers
200Contact sales \Gumloop1348215 ms
200AI agent use cases: Marketing, sales, ops, & more \Gumloop11323196 ms
200Gumstack: security and observability for AI agents \Gumloop163371 ms
200How Gusto accelerates its go-to-market engine with Gumloop11457129 mshttps://www.gumloop.com/blog/how-gusto-accelerates-gtm-with-gumloop
200How Instacart Automated High-Value Outreach with Gumloop11437100 mshttps://www.gumloop.com/blog/how-instacart-automated-high-value-outreach-with-gumloop
200How Samsara streamlines marketing and sales operations with Gumloop11200117 mshttps://www.gumloop.com/blog/how-samsara-streamlines-marketing-and-sales-operations-with-gumloop
200Changelog \Gumloop122033230 ms
200Build AI agents for ad campaign management \Gumloop1133351 ms

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct34.5%
search50.6%
search organic49.2%
search paid1.4%
social5.0%
social organic4.6%
social paid0.4%
referrals7.0%
paid referrals0.1%
mail1.1%
gen ai1.6%
affiliate0.0%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed pricing for Enterprise, no customer counts, and no independent review ratings. Open questions remain about data export specifics and uptime guarantees.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from gumloop.com, including product pages, pricing, and solutions pages. Static and rendered page requests were used. External proof search was performed but no additional verification was completed. Limitations include potential marketing bias and lack of third-party validation.

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