The real problem for Telegram admins

Your channel and group
are losing people.
Because of spam.

While you're busy — spammers write "Hey! How are you?" in your channel comments or group chat and quietly advertise casinos in their profile. Readers see the garbage and leave. Our AI removes them before their message is even read.

Enable free protection 100 free checks, 1-minute setup
24/7
Works without you
60 сек
Setup from scratch
≥90%
Auto-delete confidence
0
Captchas for real users
Modern spam

Spammers no longer say "BUY".
They've learned to blend in.

Here's what's really happening in Telegram groups and channel comments in 2025 — and what ordinary filters miss.

🙂

Hidden ads in profile

Someone writes "Hey! How are you?" — harmless text. But their bio and Stories link to a scam channel or casino. Simple filters only see the message text.

🚫 Standard bots miss this
🤖

AI summaries of your posts

A bot writes a nice "helpful" recap of your post with loads of emoji. The goal is to build reputation and lure reactors into DMs. Looks exactly like a real user.

🚫 Standard bots miss this
🎭

Native ad performances

A group of 3 bots stages a conversation: one asks for advice, another "accidentally" recommends a service. Looks like a real discussion. Our AI spots suspicious links between accounts.

🚫 Standard bots miss this
🔗

Bots instead of channels

The spammer doesn't link directly to a channel — they recommend a "useful assistant bot". This shields the main channel from bans. Our AI analyzes where all mentioned resources lead.

🚫 Standard bots miss this

What the bot caught this week

Every one of these messages looked innocent — in a group or channel comments. None of them passed.

𝚗𝚎𝚐𝚎𝚜𝚎
Interesting post! I agree, sometimes people just don't talk about their feelings... you can try chatting with an AI psychologist @Marypsyupbot.
17:38
Checked: third-party service ad + account age (0 mo.)
🚫
Blocked
Hidden bot advertisement + high scam risk from new account.
Марина
Hi everyone! How are you today? 🌸
16:15
Checked: profile bio and Stories links
🚫
Blocked
Harmless text, but bio and Stories link to a scam channel.
Елена
Post discusses importance of moderation 🛡️ and how AI helps 🧠. Manual work takes time ⏳. Very useful! 👍✨
09:15
Checked: AI-generated tone + abnormal emoji count
🚫
Blocked
AI signature. Pointless post recap for engagement farming.
Алёна
Good evening! Anyone here? We have a client who needs funding for a business launch in Turkey... there's an apartment, very nice.
15:44
Checked: linked channels, Stories, profile photo age (2 mo.)
🚫
Blocked
Hidden investment pitch from account with no activity history.
Юля
Are cottages near the airport trending now? Or did I miss something? 🙃 Saw a couple of listings yesterday at really odd prices...
12:10
Checked: relevance to chat topic + hidden ad patterns
🚫
Blocked
Native real estate ad disguised as a real discussion.
Вероника
Who wants to earn from $30/hour! Looking for active guys and girls... message me!
12:35
Checked: key phrases + intent analysis
🚫
Blocked
Job scam. Attempt to funnel into DMs with a questionable earning offer.

Recognize this from your chat or channel?

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Why standard measures fall short

Telegram won't protect your group.
That's on you.

Telegram only removes spammers from its global blacklist — accounts already caught and recorded. But a fresh account with casino ads in its bio is perfectly clean to Telegram.

Entry captchas filter out dumb 2018-era bots. But a real person — or a smart bot — will pass any captcha, then quietly spam for months in your group chat or channel comments.

Keyword filters require constant manual updates. Spammers adapt in days. You won't keep up.

Our AI looks where nobody looked before: the full profile — bio, Stories, linked channels, account age. Works for both groups and channel comments. A different class of protection.

What gets checked on every message
Message text
Profile bio
Stories and their links
Linked channels
Account age
AI-generation patterns
Emoji anomalies
Result: full context ALL ABOVE
Technical — for those who want to understand

How the analysis actually works

Three layers of checks running in parallel for every new member.

01 / TEXT

Intent analysis, not keywords

The AI doesn't look for stop-words — it understands context and intent. "Earn from home" and "I want to earn" are different with different intentions.

LLM intent analysis
02 / PROFILE

Full account audit

For every message from a new member, the bot checks their bio, Stories, linked channels, and account creation date — automatically.

bio check stories account age
03 / CONFIDENCE

Smart decisions without mistakes

At ≥90% confidence — auto-delete. Below 90% — the bot notifies you and waits for your call. Real users won't get caught in false bans.

confidence score human-in-loop
04 / LEARNING

Learns your community

Forward any message to the bot labeled "Spam" or "Not spam". Each group gets its own base — what's normal in one chat may be spam in another.

per-group training feedback loop
💬
Messagenew member writes in chat
🧠
AI analysistext + profile + history
⚖️
Classificationspam/not-spam + confidence 0–100%
🚫
≥90%auto-delete
Not spampass through
Pricing

Simple and fair

Pay only for real work done. Approved members are never charged again.

1 ⭐
Telegram Star per new member check
  • 100 free checks when you start — for new members and commenters
  • Approved members chat for free — no repeat charges
  • Same rate whether the person is blocked or approved
  • Small groups with few new members can run essentially free on the gifted checks for a long time

News and guides

March 14, 2026

How Telegram spam learned to pretend to be human: 5 levels of camouflage

Deep dive into spam evolution from simple links to complex multi-layer Pig Butchering funnels. Article on vc.ru.

Feb 17, 2026

You control borderline cases

Now at low AI confidence (<90%) the bot doesn't delete by itself — you get a notification with "Delete" and "Not spam" buttons. Fewer false positives.

Dec 9, 2025

Account age detection

The bot now detects account creation date. Fresh profiles are one of the main signs of spam bots.

Nov 6, 2025

Spammer tactics in comments

Breaking down new tactics: how spam bots disguise as regular users and use "blind zones" for simple bots.

May 13, 2025

How to connect the bot in 2 minutes

Step-by-step guide for channel comment moderation and group protection.

FAQ

Frequently asked questions

Why do I need this if Telegram already removes spam?
Telegram only blocks accounts from a global blacklist — those already caught before. A fresh account with casino ads in its bio looks perfectly clean to Telegram. That's exactly why modern spam works so well — it uses fresh accounts in both groups and channel comments.
How is this different from an entry captcha?
Captchas only filter dumb bots. A real person or a smart bot will pass any captcha — then spam for months. We don't block entry: we analyze the profile silently after the first message. Real users never notice anything.
Will the bot ban regular users by mistake?
No. Below 90% confidence the bot doesn't auto-delete — it sends you a notification with "Delete" and "Not spam" buttons. Only at ≥90% does auto-delete kick in. False positives are rare — and when they happen, the "Not spam" button trains the AI not to repeat the mistake.
Is it hard to set up?
No. Add the bot to your group or channel's comment chat, grant admin rights — done. Takes 60 seconds. No registration, no forms. A step-by-step guide is in our channel if anything's unclear.
Does the bot read all messages in the chat?
The bot processes messages solely for spam checking. Chat history is not stored. The bot has no access to private chats — it only works in groups and channels where you've added it.
Can I train the bot for my community's specifics?
Yes. Forward any message to the bot in a private chat and write "Spam" or "Not spam". Each group gets its own knowledge base — the bot learns what's normal for your community and makes fewer mistakes.

Forget about spam in Telegram

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