Advanced bot and AI agent detection.

Rupt takes every request apart and inspects it layer by layer, catching the automation behind scraping, click fraud, credential stuffing, and fake signups.

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The engine

Extremely advanced bot and automation detection.

Bots and AI agents are a moving target. Rupt sees them clearly, tells the useful ones from the harmful ones, and stays current without you doing the work.

1Advanced

Incredibly accurate bot and AI agent detection.

Rupt takes a request apart down to the browser engine, the automation driver, the network it arrives on and the timing between keystrokes. Automation has to get every one of those right to pass as human, and it does not.

Traffic /POST /api/login
Live

Request teardown

Browser engineChrome 141, headless
Automation driverPlaywright
Network originDatacenter range
Canvas and WebGLSpoofed
Input timingNo human variance
Session historyFirst contact
Then Automated

Automation seen today

GPTBotAI crawlerDeclared
GooglebotSearch crawlerDeclared
Uptime monitorHealth checkDeclared
Headless ChromeScraperUndeclared
Selenium gridCredential stuffingUndeclared

Detection catalog

AddedAgent signature, new assistant2h ago
UpdatedHeadless markers, Chrome 1411d ago
AddedResidential proxy ranges2d ago
UpdatedCanvas spoofing technique4d ago
AddedAutomation framework build6d ago
surfaces checked
40+ surfaces checked
to classify
<20ms to classify
confidence
99% confidence

2Rich

Far more than a yes or no on bots.

Rupt tells you which agent it is, whether it declares itself, and what it came to do. That surrounding detail is what lets you welcome the automation you want and stop the rest, instead of blocking both.

Traffic /Agents
Live

Request teardown

Browser engineChrome 141, headless
Automation driverPlaywright
Network originDatacenter range
Canvas and WebGLSpoofed
Input timingNo human variance
Session historyFirst contact
Then Automated

Automation seen today

GPTBotAI crawlerDeclared
GooglebotSearch crawlerDeclared
Uptime monitorHealth checkDeclared
Headless ChromeScraperUndeclared
Selenium gridCredential stuffingUndeclared

Detection catalog

AddedAgent signature, new assistant2h ago
UpdatedHeadless markers, Chrome 1411d ago
AddedResidential proxy ranges2d ago
UpdatedCanvas spoofing technique4d ago
AddedAutomation framework build6d ago
agents identified
5 agents identified
allowed through
3 allowed through
denied
2 denied

3Current

We do the research so you do not have to.

New frameworks, new evasion techniques and new agents show up every week. The detection catalog updates continuously, so your protection keeps moving without you shipping anything.

Traffic /Catalog
Live

Request teardown

Browser engineChrome 141, headless
Automation driverPlaywright
Network originDatacenter range
Canvas and WebGLSpoofed
Input timingNo human variance
Session historyFirst contact
Then Automated

Automation seen today

GPTBotAI crawlerDeclared
GooglebotSearch crawlerDeclared
Uptime monitorHealth checkDeclared
Headless ChromeScraperUndeclared
Selenium gridCredential stuffingUndeclared

Detection catalog

AddedAgent signature, new assistant2h ago
UpdatedHeadless markers, Chrome 1411d ago
AddedResidential proxy ranges2d ago
UpdatedCanvas spoofing technique4d ago
AddedAutomation framework build6d ago
since last update
2h since last update
changes this week
5 changes this week
releases from you
0 releases from you

What we classify

Not every bot is bad. Rupt tells you which one this is.

Search crawlers, uptime monitoring, partner integrations and customer AI agents doing authorized work all earn their traffic. Credential stuffers, scrapers and click farms do not. Rupt names the category behind every request, and you set the policy per type and per endpoint.

rupt.evaluate() one Browser Use agent
GET /api/catalog Allow
POST /api/cart Challenge
POST /api/login Block
Three endpoints, three verdicts, one agent. under 50ms

AI agents

LLM-driven agents: Computer Use, Browser Use, autonomous shopping and research bots. Sometimes invited.

A customer running Computer Use to shop in your store, a research agent you partnered with, your own internal automation, or an unauthorized scraper wearing an LLM as a disguise. Rupt tells them apart before your policy decides.

Frameworks fingerprinted

  • Computer Use
  • Browser Use
  • Browserbase
  • AgentQL
  • Selenium
  • Puppeteer
  • Playwright

Scrapers and crawlers

Headless browsers harvesting content, prices, or data. Search engines and monitoring belong here too.

Credential stuffers

Bots cycling stolen credentials against your login. Always unwanted.

Click farms

Automation gaming engagement or burning ad budget.

Fake-account bots

Automated signup flows for trial abuse and fraud.

SMS pumpers

Bots triggering OTP to siphon SMS budget.

Engagement bots

Fake views, votes, and reviews distorting metrics.

The signals

Four signal types. One identification.

Bots and AI agents can spoof one or two signals. They rarely spoof all four, and that is where Rupt classifies them: device, timing, network and coherence composed into a single identification with a confidence score.

  • Device and browser

    Headless markers, automation framework detection (Selenium, Puppeteer, Playwright, Browserbase), and proprietary fingerprint drift.

  • Velocity and timing

    Inhuman action rates, perfectly-spaced events, no idle time, and timing patterns no real user produces.

  • Network and origin

    Datacenter IPs, residential proxies, VPN traffic, and ASN reputation, layered with device history.

  • Behavioral coherence

    Mouse movement, scroll cadence, focus events, and interaction patterns flagged when bots fake them.

Request req_8d7c6b5a Identified: AI agent
FrameworkBrowser Use v0.4
Headless markersdetected
Mouse events0 over session
Idle time0 ms between actions
API patternautomated
IP classdatacenter
Confidence97%
Your policy Challenge applied in 42ms

Identified, not just blocked. You see the framework, the evidence and the confidence before your policy picks a verdict.

Questions teams ask about bot and AI agent detection:

Find out how much of your traffic is automated.

Rupt classifies every request from the first one. Most teams see the shape of their bot traffic within a week of shipping, before they challenge or block anything.