
SpecialistPrivacy-first bot detection and fraud prevention for the web
n8n records 4,522,449 monthly visits with -7.4% month-over-month growth and Freemium pricing. ShieldLabs records 2,059 monthly visits with +42.4% growth and Freemium pricing.

Fraud and abuse detection that recognizes visitors, bots and risky accounts under any masking
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | n8n.io | shieldlabs.ai |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 4.52M (4,522,449) | 2.06K (2,059) |
| MoM Traffic Delta | -361.7K (-7.4%) | +613 (+42.4%) |
| Primary Market & Share | 🇮🇳 India (13.2%) | 🇺🇸 United States (50.6%) |
| Direct Visits / mo | 1.57M | 634 |
| User Rating | 4.7 | 4.2 |
| Supported Platforms | Website | Website |
Open-source workflow automation built for AI agents and technical teams
Build automations with a visual node editor, then insert JavaScript or Python code nodes when you need custom logic.
Connect to 500+ native services, any REST API via HTTP nodes, and any agent or coding assistant through MCP.
Run agents alongside regular steps, inspect every decision, and add structured inputs, guardrails and human approval steps.
Watch workflows execute live, open past runs, replay a run with mocked data and re-run just the step that failed.

Fraud and abuse detection that recognizes visitors, bots and risky accounts under any masking
Recognizes returning visitors across cleared cookies, incognito sessions and changed IP addresses, and links multiple accounts that trace back to the same person or device.
Flags multi-accounting, account sharing, account takeover and impossible travel out of the box, with a confidence value per event and no fraud model training required.
Names the risk signals behind each result: VPN, proxy, Tor, private relay, datacenter, anti-detect browser, incognito mode, JavaScript disabled, OS and timezone mismatch, browser automation and AI bots.
Scores every visit 0–100 and classifies it as trusted, suspicious or dangerous, then aggregates a single traffic-quality score with breakdowns by channel, referrer and UTM campaign.

SpecialistPrivacy-first bot detection and fraud prevention for the web

Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.
Unmatched ecosystem of app connectors and reliability, but significantly more expensive and lacks n8n's self-hosting freedom.
No-code builder for custom AI agents and workflows
No-code builder for custom AI agents and workflows
Free / Open-sourceBuild, train, and deploy computer vision for the physical world
Free / Open-sourceBuild, train, and deploy computer vision for the physical world

SpecialistAI-powered CAPTCHA solving API built for scale
SpecialistAI-powered CAPTCHA solving API built for scale

Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.
Free / Open-sourceOutstanding open-source visual canvas for RAG pipelines and LLM agents, but less suited for general API integrations.

SpecialistMultiplayer AI where people and agents work side by side
SpecialistMultiplayer AI where people and agents work side by side
Turn one prompt into live business apps, AI agents and automated workflows
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.
Powerful visual builder specifically tailored for complex AI agent workflows, but less mature for traditional enterprise automation.

Multi-modal AI detection API that flags synthetic images, text, audio, video and deepfakes
Multi-modal AI detection API that flags synthetic images, text, audio, video and deepfakes

SpecialistDeveloper-first integration platform with granular code control, but lacks n8n's visual node-based workflow builder.
SpecialistOne API for fast, cost-predictable inference on LLMs and multimodal models
SpecialistOne API for fast, cost-predictable inference on LLMs and multimodal models