Detect Claude, GPT-Operator, Manus, Playwright & more

Detect and block
AI agent browser automation

Shlumi is the AI agent firewall that detects Claude, Gemini, GPT-Operator, Playwright, Puppeteer, and Selenium browser automation in real time — scoring every session, enforcing block and challenge rules, and giving you full forensic visibility.

See how it works

No credit card required · Free tier includes 1,000 sessions/month

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app.shlumi.com/dashboard

Sessions Today

1,284

+12%

Bots Blocked

47

+3

Avg Score

23.4

clean

Detection Rate

94.2%

↑ 2.1%

SessionVerdictScoreActionTime
sess_a1b2c3bot94block2s ago
sess_d4e5f6clean8allow5s ago
sess_g7h8i9suspicious61challenge12s ago
sess_j0k1l2bot88block18s ago

Features

Everything you need to detect and block AI agents

Built for developers who need real AI bot detection — not just a CAPTCHA that AI agents can solve.

Client-Side Fingerprinting

Detect navigator.webdriver, CDP leaks, Playwright globals, Claude extension signals, and 30+ other browser automation markers in real time.

Confidence Scoring Engine

Every session receives a 0–100 confidence score based on weighted signal analysis. Verdicts are clean, suspicious, or bot — with full explainability.

Configurable Restriction Rules

Define custom rules to block, challenge, flag, or throttle sessions based on score thresholds, specific signals, or verdict types.

Webhook Alerts

Fire real-time POST payloads to your own server on every block or challenge event. Integrate with Slack, PagerDuty, or your own firewall.

IP Reputation Enrichment

Every session is automatically enriched with country, ASN, and datacenter/VPN/Tor flags — no extra configuration required.

One-Line Integration

Embed a single <script> tag on any website. Works with Next.js, React, plain HTML, WordPress, Webflow, and any other stack.

How it works

Integrate AI agent detection in 5 minutes

Three steps from sign-up to blocking AI browser automation on your production site.

01

Embed the script

Add one line of JavaScript to your website. The script runs silently in the background and collects browser fingerprinting signals.

code
<script src="https://shlumi.com/agentshield.js"
  data-key="as_live_your_api_key">
</script>
02

Signals are scored

Each session's signals are sent to the Shlumi API, scored against 30+ detection rules, and assigned a confidence verdict.

code
// Server-side middleware check
const res = await fetch('/api/shield/check?sessionId=' + id);
const { action, verdict, score } = await res.json();
if (action === 'block') return res.status(403).end();
03

Enforce in real time

Your server-side middleware queries the /api/shield/check endpoint to enforce block, challenge, or throttle decisions before serving content.

code
// Response from Shlumi
{
  "action": "block",
  "verdict": "bot",
  "score": 94,
  "signals": ["webdriver", "cdp_leak", "claude_extension"]
}

Pricing

Simple, transparent pricing

Start free. Upgrade when you need more sessions or advanced features.

Free

$0/month

For personal projects and experimentation.

  • 1,000 sessions / month
  • 1 API key
  • 7-day session history
  • Basic detection signals
  • Community support
Most popular

Pro

$29/month

For production websites and growing teams.

  • 100,000 sessions / month
  • 10 API keys
  • 30-day session history
  • All detection signals
  • Webhook alerts
  • IP reputation enrichment
  • Access rules (IP/CIDR/country)
  • Priority email support

Business

$99/month

For high-traffic sites and security teams.

  • Unlimited sessions
  • Unlimited API keys
  • 90-day session history
  • All Pro features
  • Immutable audit log
  • Custom detection rules
  • SLA & dedicated support

Start protecting your site today

Join developers who use Shlumi to detect and restrict AI agent automation before it scrapes your content, abuses your APIs, or bypasses your paywalls.

No credit card required · 1,000 sessions free every month