⚡Stack Radar

Agentic Workflows · Reviewed 19 Oct 2026

n8n

AI-powered workflow automation platform for technical teams.

from $20 · free tier · n8n.io ↗

Paid against free › Agentic Workflows › n8n

n8n at a glance

SEO analysis

Collected Oct 19, 2026

n8n.io: an estimated 4,884,152 total monthly visits and about 134,882 monthly organic visits across 18,747 ranking keywords. Scout crawled 15 pages and measured a technical health score of 95/100.

4.9MEstimated total trafficModeled monthly visits18.7KRanking keywordsPublic search sample95/100Technical health15 pages checked43.3KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

n8n is a workflow automation platform that combines AI capabilities with business process automation, giving technical teams the flexibility of code with the speed of no-code S58. It is used by technical teams to build AI agents and workflows, connecting to over 500 pre-configured integrations S1 S58. The platform's practical value lies in its visual editor, code nodes, and flexible deployment options, enabling teams to automate processes and ship AI features quickly S1.

02

Product identity and positioning

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

  • Identity: n8n is a workflow automation platform that uniquely combines AI capabilities with business process automation S58.
  • Core purpose: It solves the problem of connecting disparate apps and automating complex processes, including AI workflows S58.
  • Intended users: Technical teams, including developers and IT operations, who need to build and manage automations S58.
  • Product scope: It is a single platform offering a visual editor, code nodes, and over 500 integrations, not a suite of separate apps S1.
  • Positioning: The vendor positions n8n as a tool that gives technical teams the flexibility of code with the speed of no-code S58.
  • Claimed distinction: n8n claims to uniquely combine AI capabilities with business process automation, unlike tools that limit users to either visual building or code S58.
03

Use cases and audiences

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

AudiencePractical use case
Technical teamsBuild AI agents and workflows for automation S58.
Security operationsProvide SOAR capability and workflows in a low-code model S58.
IT teamsAutomate onboarding and offboarding with SSO S141.
StartupsScale faster with AI workflows using a discounted plan S131.
EnterprisesDeploy on-prem for data security and control S58.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Visual workflow editorBuild and iterate workflows visually with instant results S1.
Code nodesWrite JavaScript or Python anywhere in a workflow for custom logic S1 S58.
AI agentsPut an agent inside a workflow or let it run on its own, with multi-agent and RAG support S1 S58.
Pre-configured integrationsConnect to over 500 apps with pre-built nodes, avoiding manual setup S1.
Custom API connectionsPaste a curl command to create custom API connections for anything missing S1.
Workflow testingTest AI workflows with real data, re-run single steps, and replay or mock data S58.
Environment managementUse environments with pull requests for added security S1.
Team collaborationUse projects and roles to give teams access to collections of workflows and credentials S1.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Over 500 pre-configured integrationsIntegrationConnect to common apps without manual setup S1.
Custom API requests (HTTP, GraphQL)APIConnect to any service via custom API calls S119.
WebhooksWebhookTrigger workflows from external events S1.
MCP (Model Context Protocol)AI interfaceConnect to anything that speaks MCP S58.
n8n public APIAPIControl n8n programmatically with additional scope control S119.
Code nodesExtension frameworkWrite JavaScript or Python for custom logic S1.

Pricing

11

Pricing and plans

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

Plan or offerVerified price and billingIncludedLimits
Starter$20/mo, billed annually S119Unlimited users, workflows, and integrations; executions with unlimited steps S1195 concurrent executions; 1,600 Assistant credits/month S119
Pro$50/mo, billed annually S119Everything in Starter, plus more executions S119Up to 50 concurrent executions; 9,600 Assistant credits/month S119
Business$800/mo, billed annually S119Everything in Pro, plus SSO and LDAP S58 S119Self-hosted only S119
EnterpriseContact sales S119Everything in Business, plus custom features S119Custom number of workflow executions S119
Free trialFree, no credit card required S119Full access to Business features for 14 days S1191,000 executions, 5 concurrent executions, 180-second timeout, 1 team project S119
Community (self-hosted)Free S119Standard self-hosted version S119Not established
Start-up plan50% off Business plan S131All Business plan features S131For companies under 20 employees and less than €5M funding S119 S131

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
github.com2228n8, 8n8 ai
en.wikipedia.org2248n8, 8n8 ai
reddit.com1138n8
8n8systems.com1148n8
n8nchat.com1148n8 ai
nexos.ai1158n8 ai
medium.com1168n8
play.google.com1178n8
youtube.com1188n8

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

PlatformStatusDiscovered source
G2discovered_not_scrapedhttps://www.g2.com/products/n8n/reviews
Googlediscovered_not_scrapedhttps://policies.google.com/privacy
14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 2.5%
MonthSource
—All AI assistants
—All AI assistants
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
featuresn8n is a workflow automation platform that uniquely combines AI capabilities with business process automation, giving technical teams the flexibility of code with the speed of no-code.https://n8n.io/
featuresAI governancehttps://n8n.io/
featuresAI agents and workflows for technical teams athttps://n8n.io/
featuresTest AI workflows with real data to improve accuracy and catch errors before your customers do.https://n8n.io/
featuresHow Huel built an AI first company culture and saved 1,000 hours of manual workhttps://n8n.io/
featuresAI Workflow Automation Platform - n8nhttps://n8n.io/
featuresLeading visual editor for fast iteration where you see results instantly. Build what you need with native nodes or custom code – perfect for both everyday automations and complex AI agent workflows.https://n8n.io/features/
featuresAI agents and workflowshttps://n8n.io/
featuresAI agents and workflows for technical teams athttps://n8n.io/
featuresPlug AI into your own data &https://n8n.io/
featuresBuild AI agentshttps://n8n.io/
featuresBuild complex AI without getting boxed inhttps://n8n.io/
featuresLeading visual editor for fast iteration where you see results instantly. Build what you need with native nodes or custom code – perfect for both everyday automations and complex AI agent workflows.https://n8n.io/features/
featuresDive into AIhttps://n8n.io/features/
featuresAI that ships, not just demoshttps://n8n.io/features/
integrationsAIhttps://n8n.io/integrations/
integrationsAgentshttps://n8n.io/integrations/
integrationsChainshttps://n8n.io/integrations/
integrationsDocument Loadershttps://n8n.io/integrations/
integrationsEmbeddingshttps://n8n.io/integrations/

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 github.com appears.2 first-page appearances across 8n8, 8n8 ai

Website intelligence — Collected evidence

Website evidence gaps

  • customers: 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.
  • changes: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: 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
G2n8n - AI Marketplace / G2Grounded web searchn8n is an AI workflow automation platform designed for technical teams and businesses seeking to streamline and automate complex business processes. It enables users to build, control, and deploy AI agents and customizable workflows visually or with code, and to orchestrate integrations across over 500 apps and data sources. n8n is suitable for organizations aiming to automate IT, security, sales, ops, and backend workflows while ensuring flexibility, traceability, and the ability to run on thei
Reviews.vcn8n Review: Coverage, Workflow & AlternativesGrounded web search## n8n customer reviews and sentiment ... Based on 61 public customer reviews. Source mix: 32 from trustpilot.com, 10 from capterra.com, 10 from g2.com, 4 from softwareadvice.com, 3 from trustradius.com, and 2 from getapp.com. Customer sentiment is analyzed separately and does not determine the Reviews.vc editorial score. ... Positive 41% 25 reviews ... Mixed 44% 27 reviews ... Negative 15% 9 reviews ... / Theme and finding / Mentions / Positive / Negative / / --- / --- / --- / --- / / Workflow
SaaSTracn8n Review 2026: AI Workflow Automation PlatformGrounded web searchn8n’s own homepage, pricing page, feature pages, case studies, and published community testimonials, cross-checked against ... (4.7/5 stars), the n8n GitHub repository (207,122 stars top 50 on GitHub), and published case studies including Huel and
HokAIn8n Review: Fair-Code Automation, 500+ IntegrationsGrounded web search-code workflow automation platform, grown since 2019 to ... stars and a 200k-member open-source community. It sits in the AI orchestration category, distinguished from no-code rivals by native AI-agent tooling built directly into the workflow canvas
Skila Newsn8n Review: Open-Source AI Workflow Automation (2026) / Skila NewsGrounded web search/ Full JavaScript and Python support with npm/pip access / Cloud plans can get ... / 177,000+ GitHub stars and active community ... / Complete data sovereignty with self-hosting / Documentation could be more comprehensive for edge cases / / 4.8/5
AssetInsightsLabReview: n8n.io AI Workflow Automation Platform Review & InsightsGrounded web searchAutomation Platform TL;DR: A flexible, open-source automation tool that delivers mixed code/no-code AI workflow building for technical teams, with significant setup and learning overhead for non-technical users

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • n8n on Reddit — n8n ( n8n.io) scores 80 out of 100 for Reddit visibility, based on 20 tracked Reddit mentions across communities ... as r/NoahGetTheBoat, r/selfhosted, r/n8n, r/AgentsOfAI, r/MarketingAutomation. The brand is categorised under AI Workflow Automation
  • AI Workflow Automation Platform - n8n — you can see and control Build visually, go deep with code, connect to anything. Every step of your agents' reasoning, traceable on the canvas. Deploy ... Top 50 Github. 207.9k stars. Read the source that earned them. 4.7/5 stars on G2. To quote: "I can move fast and never feel boxed in." 200k+ community members. This wouldn't be possible without you. ... Protect your data by deploying on-prem, air-gapped if you need it. Managed cloud when you don't. - Deploy with Docker - Access the entire
  • n8n Deep Dive: Deployment, Licensing, and Capability Limits of a Fair-Code AI Workflow Platform - Git-Stars — Commercial fit 5/10: internal use is permitted, but selling access or embedding automation needs a ... Ceiling 8/10: visual API orchestration and code extensions cover varied workflows; this editorial score does not establish throughput or reliability.

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 ownershipAs the company expanded its internal AI journey, XIBIX needed a practical way to turn ideas into working workflows that both technical and non technical colleagues could actually use. Fabian Pagel, founder and actingsource
Contact and supportWebhooks are automatic notifications that apps send when something occurs. They are sent to a certain URL, which is effectively the app's phone number or address, and contain a message or payload. Polling is nearly neversource
Legal and privacy/ csrftoken / learn.n8n.io / 1 year / Strictly necessary security cookie for the n8n learning portal (Open edX LMS). Protects against Cross-Site Request Forgery (CSRF) by verifying that form submissions and API requestssource
Security and complianceFully on-prem option, SSO SAML, and LDAP, encrypted secret stores, version control, RBAC permissions.source
Uptime and status pageEnrich security incident ticketssource

Every trust signal above is backed by a collected page or a registration record.

18

Documentation and product updates

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

Not established in the collected sources.

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)Available as cloud (hosted by n8n) or self-hosted (including on-prem and air-gapped) S58 S119.S58 S119
Platforms and appsWeb-based platform; no desktop or mobile apps mentioned S58.S58
API and extensibility (API, SDK, webhooks, MCP, plugins)Offers public API, webhooks, MCP support, and code nodes for extensibility S1 S58 S119.S1 S58 S119
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsNot published on the collected pages.—
Release activityNot published on the collected pages.—
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
First archived2019-10-08 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-12-08
Security headersHSTS, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Headers not servedCSP
Server headercloudflare
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserversisla.ns.cloudflare.com, ernest.ns.cloudflare.com

Not measurable: rdap: no RDAP server published for .io; 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: 95/100
  • Critical issues: 0
  • Warnings: 3
  • Notices: 27

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed184https://n8n.io/
warningPage should have one primary H10https://n8n.io/
noticeImages are missing alt text102https://n8n.io/
noticeImages are missing alt text39https://n8n.io/features/
noticeImages are missing alt text13https://n8n.io/integrations/
noticeImages are missing alt text13https://n8n.io/workflows/
noticeMeta description length should be reviewed21https://n8n.io/ai/
noticeImages are missing alt text27https://n8n.io/ai/
noticeMeta description length should be reviewed175https://n8n.io/mcp/
noticeImages are missing alt text92https://n8n.io/mcp/
warningTitle length should be reviewed69https://n8n.io/ai-agents/
noticeMeta description length should be reviewed196https://n8n.io/ai-agents/
noticeImages are missing alt text107https://n8n.io/ai-agents/
warningTitle length should be reviewed71https://n8n.io/rag/
noticeMeta description length should be reviewed215https://n8n.io/rag/
noticeImages are missing alt text109https://n8n.io/rag/
noticeMeta description length should be reviewed38https://n8n.io/itops/
noticeImages are missing alt text102https://n8n.io/itops/
noticeMeta description length should be reviewed39https://n8n.io/secops/
noticeImages are missing alt text102https://n8n.io/secops/
noticeMeta description length should be reviewed48https://n8n.io/automate-lead-management/
noticeImages are missing alt text26https://n8n.io/automate-lead-management/
noticeMeta description length should be reviewed36https://n8n.io/supercharge-your-crm/
noticeImages are missing alt text27https://n8n.io/supercharge-your-crm/
noticeMeta description length should be reviewed41https://n8n.io/limitless-integrations/
noticeImages are missing alt text26https://n8n.io/limitless-integrations/
noticeMeta description length should be reviewed42https://n8n.io/saas/
noticeImages are missing alt text26https://n8n.io/saas/
noticeMeta description length should be reviewed9https://n8n.io/oem/
noticeImages are missing alt text16https://n8n.io/oem/

Crawled pages

StatusTitleH1sWordsResponseURL
200AI Workflow Automation Platform - n8n01255147 mshttps://n8n.io/
200Workflows App Automation Features from n8n.io11377103 mshttps://n8n.io/features/
200Best apps & software integrations \n8n161176274 ms
200Discover 13482 Automation Workflows from the n8n's Community1638152 mshttps://n8n.io/workflows/
200Advanced AI Workflow Automation Software & Tools - n8n11506193 mshttps://n8n.io/ai/
200n8n MCP Server: Build AI Agent Workflows From Your AI App12210155 mshttps://n8n.io/mcp/
200Build Custom AI Agents With Logic & Control \n8n Automation Platform1284375 ms
200Build Custom RAG Systems With Logic & Control \n8n Automation Platform12333184 ms
200ITOps Workflow Automation Software & Tools - n8n11529171 mshttps://n8n.io/itops/
200SecOps Workflow Automation Software & Tools - n8n11009162 mshttps://n8n.io/secops/
200Lead Management Workflow Automation Software & Tools - n8n1116993 mshttps://n8n.io/automate-lead-management/
200CRM Workflow Automation Software & Tools - n8n11852137 mshttps://n8n.io/supercharge-your-crm/
200Custom Workflow Automation Software & Tools - n8n11107169 mshttps://n8n.io/limitless-integrations/
200Prototyping Workflow Automation Software & Tools - n8n11109146 mshttps://n8n.io/saas/
200OEM \Embedded IPaaS11348158 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
direct35.5%
search47.2%
search organic42.2%
search paid5.0%
social3.8%
social organic3.3%
social paid0.5%
referrals7.4%
paid referrals1.7%
mail1.8%
gen ai2.5%
affiliate0.1%
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 security certifications, uptime guarantees, and data export specifics. Open questions remain about the exact execution limits for Pro and Business plans, and the availability of the Assistant feature on self-hosted plans.

24

Sources, method, and limitations

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

This report is based on 15 collected pages from n8n.io, including the homepage, features, pricing, and case studies. Static and browser rendering rendering were used to capture content. External proof search was enabled but only used for verification. The evidence catalog includes product claims, pricing details, and customer testimonials. Limitations: some pages were not fully rendered, and external review profiles were not scraped.

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