24/7 AI security for Discord & Telegram — catching fakes before your community does

Joined July 2026
Over $300M is lost every year not to smart contract exploits, but to social engineering — fake DMs, cloned staff handles, and malicious phishing links across Telegram, X, and Discord. Scammers don't hack just code. They hack human trust. We built Fraudify to end this permanently — an AI-powered security system that combines fuzzy string distance heuristics with RAG pipelines to audit identities and analyze message context in real time inside DISCORD.
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How Fraudify stops malicious links before members click: ​🛡️ Instant Scan: Evaluates domain structure, redirection patterns, and known threat heuristics. ⚡ Zero-Delay Action: Deletes unverified malicious links the second they appear in chat. 🚨 Global Red Alert: Flags the attacker’s account across every protected server in the network. ​Community security that never sleeps.
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A scammer gets flagged in one community. ​Hours later, they try the exact same tactic in yours. ​Fraudify’s Global Red Alert system logs flagged threats cross-server—so an attacker caught in Server A gets blocked before they can target Server B. ​Cross-server intelligence means every community added makes the entire network safer. Secure your servers with Fraudify.
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Has your community ever been hit by an impersonator?
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2 votes • Final results
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Happy New Week to everyone building, growing, and managing communities! 💙 ​New week = new growth, but also new scam tactics. ​Protect your community today with FRAUDIFY. Let’s build, stay focused, and keep our communities safe.
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From Handle Clone to Full Server Exploit: Anatomy of an Identity Attack Thread 🧵
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Standard moderation cannot catch this in time. ​Even active mods cannot: ❌ Monitor every member join in real time ❌ Cross-reference every display name against staff handles automatically ❌ Act in under 1 second ​Humans are not fast enough for this attack vector. You need automation. ​This is exactly what Fraudify was built for. ​1. Instant Join Defense The moment a new account joins with a display name too similar to a staff handle, Fraudify bans them automatically. ​Before they DM a single member. ​Before any human notices. ​Before the attack has a chance to start.
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2. On-Demand AI Message Audits What if a message slips into a grey area or a suspicious DM lands in a member's inbox? ​Right-click ➔ Analyze Message: Runs our local RAG engine to give an instant AI threat report on any message, link, or offer. ​Verify Sender: Instant identity checks to confirm if the account is a real staff member or an impersonator clone. ​Prevention at entry. AI verification on demand. ​This is what 24/7 actually means.
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Your Discord server has a fake admin right now. You just don't know it yet. ​ Scammers don't hack code anymore, they hack human trust. ​ Fraudify catches handle clones in <10ms and auto-bans impersonators before your members even see them. Impersonator joined. Banned. Logged. ​Protect your community today 🛡
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Fraudify retweeted
LASTLY,  Fraudify devs offer Fully Managed Security for Projects We operate on a white-glove managed model. We handle backend license provisioning, link whitelisting, and threat monitoring so server owners get zero-friction 24/7 protection. 🚀 Protect your community today: 📩 DM us to onboard your server or add Fraudify to your Discord! 🔁 Retweet this tweet to spread awareness & keep communities safe! fraudify.gitbook.io/fraudify
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Fraudify retweeted
Feature 8 Server FAQ Intelligence & Command Reference Community members can type /faq or /help anytime to review server metadata, verify active security status, or pull up the complete Fraudify command reference menu.
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Fraudify retweeted
Feature 7 [Community Flagging & Red Alert Network (/flag or !flag)] Spotted a fishy message in a public channel or group? Any community member can reply directly to the suspicious message with /flag or !flag. Fraudify evaluates the message intent, records a community flag strike against the scammer in our central Red Alert database, deletes the malicious text, and automatically applies timeouts or permanent bans upon reaching strike thresholds
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Fraudify retweeted
Feature 6 [Verified Directory & Staff Query Commands] Members never have to guess if a link or mod is real: /link — Displays only official, verified server directory links. /staff — Lists registered, protected staff handles with clickable mentions. /faq — Scans server metadata, created date, and active security status. /commands & /help — Pulls up the complete command center reference menu.
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Fraudify retweeted
Feature 5 [Automated Impersonation Shield & Instant Bans] Fraudify doesn't just warn users -it actively shields the server. If a malicious user joins a protected server attempting to impersonate official staff handles, Fraudify detects the spoof and automatically executes a server ban.
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Fraudify retweeted
What if a stranger in your DMs is NOT cloning an admin, but still sends a fishy message pitching a fake trading scheme, drainer link, or scam deposit? Running "Analyze Message" passes the raw text through our local RAG pipeline to evaluate message intent independently of account handles: -Intent Analysis: Detects social engineering traps, urgency patterns, and financial manipulation. -Link Inspection: Scans URLs for unverified domains, drainers, or malicious redirects. -Threat Verdict & Actionable Guidance: Returns clear verdicts (LOW-RISK or RED ALERT / SCAM THREAT) along with direct instructions on what to do next.
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Fraudify retweeted
Feature 4 [Deep AI Security Audit (Analyze Message)] Need a complete breakdown? “Analyze Message” passes the DM text through a RAG engine. It audits staff identity, detects social engineering tactics, evaluates threat verdicts, and gives actionable safety steps.
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Fraudify retweeted
Feature 3 [Handle Clone Detection (Verify Sender)] If a scammer attempts to clone an admin handle eg. (elvis._o vs elvis._.o), Fraudify’s fuzzy string algorithm catches character manipulation instantly. It flags the account, calculates similarity percentage, and warns the user in < 10ms.
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