Evaluation & Testing

Beelzebub ChatGPT Honeypot

A honeypot designed to detect and trap malicious actors impersonating ChatGPT.

Status
Generally available
Last checked
Checked · Oct 13, 2026
License
Open source
Pricing
Free tier · from $0

What it is

Beelzebub is a tool that creates a honeypot environment mimicking the behavior of ChatGPT, aimed at identifying and capturing bad actors who attempt to impersonate or exploit AI chatbot systems. It serves as an essential security measure for organizations looking to protect against sophisticated cyber threats.

Beelzebub stands out by providing a specialized solution for detecting and trapping malicious actors who attempt to exploit AI chatbot systems, offering a unique approach in the cybersecurity domain.

When it fits — and when it doesn’t

A good fit for

  • Organizations looking to protect against ChatGPT impersonation attacks.

  • Cybersecurity researchers studying the behavior of malicious actors targeting AI chatbots.

Look elsewhere if

  • Projects requiring real-time interaction with users, as it is a honeypot and not an interactive tool.

  • General-purpose applications that do not require security against ChatGPT impersonation.

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited integrations with third-party tools and services

    Documentation only covers basic setup with minimal examples of external service integration

  2. 02

    Complex setup process for self-hosting

    Setup guide lacks detailed steps, requiring significant configuration and troubleshooting

What it does well

  • Mimics ChatGPT behavior to detect malicious actors.

  • Self-hosted for complete control over deployment and data security.

  • Open-source, allowing customization and integration with existing systems.

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up Beelzebub ChatGPT Honeypot

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
Get the badge

A small badge for Beelzebub ChatGPT Honeypot’s README or site: its name, “Tracked on AI Navigator”, and the availability status and check month from this page. It updates as the catalog does.

Beelzebub ChatGPT Honeypot — tracked on AI Navigator

Markdown

[![Beelzebub ChatGPT Honeypot — tracked on AI Navigator](https://navigateaitools.com/badge/beelzebub-chatgpt-honeypot.svg)](https://navigateaitools.com/explorer/tool/beelzebub-chatgpt-honeypot)

HTML

<a href="https://navigateaitools.com/explorer/tool/beelzebub-chatgpt-honeypot"><img src="https://navigateaitools.com/badge/beelzebub-chatgpt-honeypot.svg" alt="Beelzebub ChatGPT Honeypot — tracked on AI Navigator" height="58"></a>