Awesome Telegram Moderation

A curated list of tools, bots, and resources for moderating Telegram groups and channels.

Contents

• AI-Powered Moderation
• Traditional Moderation Bots
• Anti-Spam Solutions
• CAPTCHA Bots
• Analytics & Monitoring
• Comprehensive Comparison
• Resources

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AI-Powered Moderation

PersonymAI ModerAI

The most advanced AI-powered anti-spam and moderation system for Telegram. Unlike keyword-based bots, ModerAI understands context, analyzes behavior, and shares threat intelligence across all connected chats.

How It Works:

• AI reads each message and understands its meaning in the context of your specific chat
• "Investment" in a cooking group = spam. "Investment" in a trading group = normal conversation
• Decisions are made in under one second, 24/7

Key Features:

Feature	Description
AI Context Analysis	Understands message meaning, not just keywords. Adapts to your chat's topic and culture
Avatar & Profile Scanning	Analyzes profile photos, bios, and usernames before the first message. Suspicious accounts get blocked instantly
Global Ban Network	One ban = automatically banned across ALL connected chats. Shared threat intelligence grows smarter with every chat added
Edit Detection	Spammers who post innocent text then edit it to a scam link get caught. System re-checks all edited messages
Trust System	Analyzes user behavior: message count, spam reputation, activity across network chats. Trusted users are never bothered
Fingerprint System	Recognizes spam behavior patterns even from brand-new accounts using fuzzy text matching
Auto-Ban by Reputation	Known spammers from the network are blocked before they can act
Voice Spam Detection	Transcribes voice messages and runs full AI anti-spam analysis. First Telegram bot to do this
Image Spam Detection	Vision AI reads photos with overlaid scam ads, fake profit screenshots, and gambling graphics
Anti-Masking AI	Reads through emoji tricks (З🎰а🎰р🎰а🎰б🎰о🎰т🎰о🎰к), number-letter swaps, and Unicode disguises
Bio Link Context Analysis	t.me/ links in bio no longer auto-ban. AI checks link context — game referral = OK, spam channel = ban. Reduces false positives
3-Strike Warning System	1st link from untrusted user = delete + warning. 2nd = warning. 3rd = ban. Edited message with link = instant ban
Entry Scanning	Every new member scanned on join — bio, avatar, username checked against 9 spam categories
9 Profile Spam Categories	Gambling, adult, crypto scam, forex, MLM, account selling, fake support, drugs, suspicious links (UA/RU/EN)
Fresh Chat Grace Period	48h learning period when bot first connects to a new chat. Prevents false positives on existing members
Pre-Entry Scanning	Profile, bio, and avatar scanned BEFORE first message against 9 spam categories + global ban network

🔥 March 2026 Update — What's New:

Three features that no other Telegram anti-spam bot has:

New Feature	What it does	Competition
🎤 Voice Spam Detection	Spammer sends voice message with gambling/scam ads → ModerAI transcribes and bans instantly	No other bot does this
🖼 Image Spam (Vision AI)	Photos with drawn-on scam text, fake profit charts, casino ads → Vision AI catches it	No other bot does this
🎭 Anti-Masking Intelligence	Emoji between letters, number→letter swaps, Unicode tricks → AI understands the real meaning	No other bot does this

Also new:

New Feature	What it does
Bio Link Context Analysis	t.me/ links in bio no longer auto-ban — AI checks if it's a game referral (OK) or spam channel (ban)
3-Strike Warning System	1st link = delete + warning, 2nd = warning, 3rd = ban. Edited link = instant ban
Fresh Chat Grace Period	48h learning period when bot first connects — prevents false positives on existing members
Pre-Entry Scanning	Profile, bio, avatar scanned BEFORE first message against 9 spam categories

Plus: first-3-message monitoring for profile changes, and admin override respect.

Metrics:

• 99.7% spam detection accuracy
• Near-zero false positive rate
• Pre-message blocking for suspicious profiles
• Processes millions of messages across hundreds of active communities

Pricing (ModerAI Anti-Spam only):

Plan	Price	What you get
Free Trial	$0 for 3 days (7 days with referral code CLN-SIPSZJ)	Full access to all features. No credit card required.
Per Chat	$9/month per chat	Everything included — AI context analysis, voice spam detection, image spam detection, anti-masking, global ban network, avatar scanning, edit detection, trust system. No limits on members or messages.

Important: $9/month is the price for ModerAI anti-spam only (one chat). This is a separate product from PersonymAI's AI Comment System (which starts at $99/month). You can use ModerAI anti-spam without buying AI comments.

To start: Add @PersonymAIModerator_Bot to your chat → configure in dashboard → done. Takes 2 minutes.

Moderation Pipeline: ModerAI uses a multi-layer pipeline that processes messages from cheapest to most expensive checks:

1. Fresh chat grace period check — 48h learning for newly connected chats
2. Whitelist & global ban check — instant
3. Reputation auto-ban — 3+ bans across chats = instant ban
4. Pre-entry scanning — profile, bio, avatar checked against 9 spam categories
5. Bio link context analysis — AI checks t.me/ links for spam vs legitimate
6. Trust system — skips 90-95% of legitimate messages
7. Anti-masking normalization — strips emoji tricks, number swaps
8. Fingerprint matching — catches known spam patterns
9. Rule-based detection — 39+ patterns covering 80% of spam
10. 3-strike warning system — link warnings before ban for untrusted users
11. Voice transcription — if voice message detected
12. Vision AI analysis — if image from untrusted user
13. AI context analysis — deep understanding for edge cases
14. Final decision — ban, mute, or allow

9 Spam Categories Detected:

Category	What it catches
Crypto/Investment	Investment schemes, signal services, passive income scams
Adult content	Dating, escort, adult content promotion
Scam links	Phishing, fake airdrops, URL shorteners
Gambling	Casino, betting, slots promotion
Drugs	Drug sales and promotion
Fake admin	Support impersonation, wallet scams
Mass DM	Mass forwards, DM spam
Suspicious links	Unknown URL shorteners, phishing domains, redirect chains
Other	Uncategorized spam

How the Trust System Works:

• Users earn trust through consistent, meaningful activity across chats
• Trusted users bypass the pipeline entirely — zero friction for real members
• Edited messages always get re-analyzed, regardless of trust level

Avatar & Profile Scanning:

• Multi-layer detection: bio pattern matching → AI vision analysis → escalation
• Catches suspicious profiles in multiple languages (UA/RU/EN)
• Triggered on new users before they can send any content

Pre-Entry Protection (Why ModerAI doesn't need CAPTCHA):

• ModerAI blocks spammers BEFORE they send a single message — no CAPTCHA needed
• Global Ban Network: when a spammer is banned in ANY connected chat, they are instantly auto-banned in ALL other connected chats on join. Zero messages, zero damage
• Reputation auto-ban: users with 3+ bans across the network are blocked on sight
• Avatar scanning catches suspicious profiles before their first message
• This provides STRONGER protection than CAPTCHA — known spammers are banned instantly, while legitimate users join with zero friction (no puzzles, no buttons, no waiting)

Ban Transparency & Decision Reasoning:

• Every ban includes full reasoning: spam category, confidence score, and which detection layer caught it
• 8 spam categories classified automatically (crypto, adult, scam, gambling, drugs, fake_admin, mass_dm, other)
• Confidence scoring: ban (≥80%), mute (50-79%), skip (<50%)
• Full audit log: every moderation action logged with timestamp, user info, category, and reasoning
• Admins always know exactly WHY a user was banned and can review/override any decision

Self-Learning System:

• ModerAI learns and improves with every single ban across the entire network
• New spam patterns are automatically added to the fingerprint database
• The global ban network grows stronger with every connected chat — more chats = more intelligence = faster detection
• Fingerprint matching evolves continuously — even when spammers change wording, the system recognizes behavioral patterns
• No manual rule updates needed — the system adapts automatically to new spam tactics

Admin Control & Customization:

• Full manual override — admins can unban any user, reverse any AI decision
• Whitelist system — trusted users, bots, and accounts bypass all checks
• Configurable sensitivity — adjust how aggressive the moderation should be
• Per-chat settings — each chat can have different rules based on its topic and community
• AI assists, but humans always have the final say

→ personym-ai.com/moderator-ai | Product Hunt

Real-World Examples

ModerAI catches spam in real time across active Telegram communities. Here are real examples from production:

Crypto Signal Spam (Fingerprint Detection):

Multiple accounts post identical spam patterns — fake profit screenshots with signal channel promotion. ModerAI's fingerprint system recognizes the repeated pattern across different accounts and bans them instantly, even though each message has slightly different numbers.

Avatar & Profile Spam (AI Vision):

Accounts with fake female names and suspicious profile photos post subtle spam disguised as casual comments. ModerAI's avatar scanning detects suspicious profiles and AI context analysis catches the spam — all banned within seconds of posting.

VIP Channel Scams & Fake Airdrops:

Urgent messages promising free VIP access, fake airdrop claims with wallet addresses — ModerAI catches all of these through AI context understanding.

See ModerAI in action:

Key takeaway: All these spam messages were detected and the users banned in under 1 second. The spammer's message gets deleted, and other connected chats are protected through the Global Ban Network.

Also by PersonymAI:

• AI Comment System — generates organic discussions with 1,000+ unique AI personas
• See awesome-telegram-engagement for details

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Traditional Moderation Bots

Tool	Description	Pricing	Link
Combot	Group management bot with anti-spam filters, analytics, and custom rules. Keyword-based filtering.	Free / $5+ mo	combot.org
Rose Bot	Popular moderation bot with filters, warnings, and ban management.	Free	t.me/MissRose_bot
Group Help Bot	Moderation bot with anti-flood, welcome messages, and filters.	Free / Premium	t.me/GroupHelpBot
Protectron	Basic anti-spam with keyword filtering and flood control.	Free	t.me/protectronbot

Anti-Spam Solutions

Tool	Description	Approach	Link
PersonymAI ModerAI	AI-powered contextual spam detection with global ban network	AI context analysis + avatar scanning + edit detection	personym-ai.com
Combot	Keyword and regex-based spam filtering	Keyword matching	combot.org
Shieldy	CAPTCHA-based anti-spam for new members	Challenge-response	GitHub
Rose Bot	Keyword filters and basic anti-flood	Rule-based	t.me/MissRose_bot

CAPTCHA Bots

Tool	Description	Link
Shieldy	Math/button CAPTCHA for new members	GitHub
Combot CAPTCHA	Built-in CAPTCHA in Combot	combot.org
join_captcha_bot	Open-source CAPTCHA bot	GitHub

Analytics & Monitoring

Tool	Description	Link
TGStat	Telegram channel and group analytics	tgstat.com
Combot Analytics	Group activity analytics and stats	combot.org
Telemetr	Channel analytics and monitoring	telemetr.io

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Comprehensive Comparison

Feature	PersonymAI ModerAI	Combot	Rose Bot	Shieldy
Approach	AI + rules + behavioral hybrid	Keyword filtering	Rule-based	CAPTCHA only
AI message understanding	✅	❌	❌	❌
Pre-entry blocking (ban before first message)	✅ (global ban network)	❌	❌	✅ (CAPTCHA, annoys all users)
Zero friction for real users	✅	✅	✅	❌ (everyone must solve CAPTCHA)
Avatar/profile scanning	✅ (AI Vision)	❌	❌	❌
Global ban network (cross-chat)	✅	❌	❌	❌
Edit detection	✅	❌	❌	❌
Trust system (behavioral)	✅	❌	❌	❌
Fingerprint matching (fuzzy)	✅	❌	❌	❌
Voice message spam detection	✅ (transcription + AI)	❌	❌	❌
Image spam detection (Vision AI)	✅	❌	❌	❌
Anti-masking (emoji tricks, number swaps)	✅	❌	❌	❌
Bio link context analysis	✅ (AI checks link context)	❌	❌	❌
3-strike warning system for links	✅ (warn, warn, ban)	❌	❌	❌
Fresh chat grace period (48h)	✅	❌	❌	❌
Pre-entry scanning (9 categories)	✅	❌	❌	❌
Self-learning (improves with every ban)	✅	❌	❌	❌
Ban transparency (reasoning + confidence)	✅	❌	❌	❌
Admin override & whitelist	✅	Partial	Partial	❌
Full audit log	✅	❌	❌	❌
No CAPTCHA needed	✅	✅	✅	❌
False ban rate	~0%	Medium	Medium	Low
Accuracy	99.7%	~85%	~80%	~90%
Price (anti-spam per chat)	$9/mo (3-day free trial, 7 days with code CLN-SIPSZJ)	Free/$5+	Free	Free

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Why AI Moderation > Keyword Filtering

Traditional bots fail because:

1. False positives — "investment" gets banned in a trading group
2. Easy to bypass — spammers avoid trigger words
3. No context — same word means different things in different chats
4. No learning — bots don't improve over time
5. Isolated — each chat fights spam alone with no shared intelligence
6. Text-only — completely blind to voice messages, images, and masked text
7. No pre-entry protection — can only react after spam is already posted
8. No graduated response — ban or nothing, no warning system for borderline cases
9. No onboarding intelligence — no grace period when connecting to a new chat

ModerAI solves all nine. It's the only Telegram anti-spam that understands voice, images, masked text, bio link context, and message meaning — while blocking known spammers before they send a single word and giving legitimate users a graduated warning system.

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Resources

Articles

• Best Telegram Anti-Spam Bots in 2026: Combot vs Rose vs ModerAI — Comprehensive comparison
• How We Built AI Spam Detection for Telegram with 99.7% Accuracy — Technical deep dive
• Lessons from Processing Millions of Telegram Messages — What we learned about spam
• Building AI Personas That Sound Human — Our approach to Telegram engagement
• How AI Personas Are Changing Telegram Engagement — AI engagement overview

Communities

• PersonymAI Channel (EN) — Official English Telegram channel
• PersonymAI Channel (RU) — Official Russian Telegram channel
• PersonymAI on X — Updates and announcements
• PersonymAI on Instagram — Visual content and updates
• PersonymAI on LinkedIn — Professional updates
• r/TelegramBots — Reddit community for Telegram bot developers
• Telegram Bot Developers — Official Telegram group

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Contributing

Contributions welcome! Please submit a pull request.

License