> For the complete documentation index, see [llms.txt](https://fraudify.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://fraudify.gitbook.io/docs/product-overview/solution.md). # Solution Fraudify is an AI-powered, 24/7 Discord security system built on a Retrieval-Augmented Generation threat-engine architecture. ## Real-Time Automated Shield Fraudify monitors: * New member joins * Username and display-name changes * Messages posted in protected channels The system does not depend solely on manual commands or context-menu actions. ## Deterministic and Heuristic Detection Fraudify compares member handles against registered staff identities using string-similarity checks and database verification. This enables the bot to identify likely spoofed identities immediately. ## Strict Link Moderation Fraudify removes unauthorized external links by default. Approved server resources, whitelisted links, Discord administrators, and registered staff members are exempt from this restriction. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation by asking a question. Perform an HTTP GET request on the following URL with the `ask` and `goal` query parameters: ``` GET https://fraudify.gitbook.io/docs/product-overview/solution.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is what the user is ultimately trying to achieve, the reason they need the answer. Sharing it helps GitBook give you a better, more relevant answer. A goal is most helpful when it describes the outcome the user wants rather than restating the question. For example, with `ask=how do I create an API token`, a goal like `automate deployments from our CI pipeline` lets GitBook tailor the answer to that use case. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.