Seasonal Spam Calendar: Preparing Your Telegram Group for Exam Season, Holidays and Token Launches

Spam in Telegram groups is not constant. It comes in waves, and many of those waves are predictable. Scammers follow the calendar the same way retailers do. They push fake answer keys before exams, fake gift offers before holidays, and fake airdrops when a popular token launches. If you know when a wave is likely, you can tighten settings a few days early instead of cleaning up afterwards.

This guide gives group owners a simple yearly calendar, a checklist for each season, and a routine for returning to normal once the wave has passed.

Why spam follows the calendar#

Spammers go where attention is. When thousands of people are searching for the same thing at the same moment, a single convincing message can reach a lot of victims. Exam results, ticket sales, holiday shopping and big crypto events all create that kind of moment. Spam operators also reuse the same scripts every year, so last year's wave is a good preview of this year's.

Build your group's own spam calendar#

Every community is different. A student group, a gaming group and a trading group will see different peaks. Start by looking back:

1. Search your moderation notes or admin chat for the dates of past spam bursts.
2. Write down what triggered each one: an exam, a holiday sale, a product launch, a news event.
3. Mark the next occurrence of each trigger in a shared calendar your admins can see.
4. Set a reminder three to five days before each date to apply the "high season" settings below.

After one year you will have a calendar that fits your group, not a generic one.

Common seasonal waves#

Exam and admissions season#

What appears: "leaked" question papers, fake answer keys, paid "result checking" links, fake scholarship forms asking for ID photos.

Who gets targeted: student, class, tutoring and university groups.

Prepare: pin a short note saying the group never sells or shares exam papers, and that official results come only from the school or exam board website. Restrict links from new members for the whole exam period.

Holiday shopping and gift seasons#

What appears: fake discount codes, "free gift card" giveaways, parcel delivery scams ("your package is on hold, pay a small fee"), and fake shop links copied from real brands.

Who gets targeted: almost every general-interest group, especially local and hobby communities.

Prepare: remind members that the group does not run giveaways unless an admin announces them in a pinned message. Turn off link previews or member links if your group does not need them during this period.

Token launches, listings and market spikes#

What appears: fake airdrop claims, wallet "verification" links, impersonated project admins, and pump signals.

Who gets targeted: crypto, finance and tech groups, but also unrelated large groups, because spammers spray widely when a coin is in the news.

Prepare: state clearly that admins never DM first and never ask anyone to connect a wallet. Shorten the window in which new members can post links to zero.

Big public events#

What appears: fake live-stream links for sports finals and concerts, ticket resale scams, and "watch free" pages that install malware.

Prepare: if your group discusses the event, post one trusted link yourself and say that other stream links will be removed.

Back-to-school and New Year joining spikes#

Many groups gain members at the start of a term or a new year. Spammers hide among genuine newcomers. This is when a join check matters most, because you cannot review every profile by hand.

The "high season" checklist#

Apply these a few days before a known wave:

• Turn on join verification so new accounts must prove they are human before they can post.
• Restrict links and media for new members for their first day or first week.
• Enable slow mode at a modest interval if the group gets busy.
• Pin a seasonal warning that names the exact scam you expect, for example "We will never share exam papers."
• Confirm admin coverage. Make sure someone with ban rights is available at the hours the wave usually peaks.
• Prepare a ready-made reply your admins can paste when they delete a scam, so members learn what to ignore.

Let a bot handle the routine part#

Seasonal waves are mostly volume: dozens of similar messages from fresh accounts. That is exactly the work a bot does well. 虾宝 (Xiabao), available as @xiabaotg_bot, is a free anti-ad bot for group owners. It checks new members and removes typical ad and link spam automatically, so your admins can focus on the unusual cases during a busy season. You can read how it works at Xiabao (xiabao.org).

Returning to normal#

High-season settings are useful, but they also make the group feel strict. When the wave is over:

1. Wait a few days after the peak date. Late spam often arrives after the main event.
2. Relax settings one at a time: first slow mode, then media for new members, then links.
3. Update or remove the seasonal pinned message so it does not become noise.
4. Write a two-line note in your calendar: what happened this year, and what you would change next time.

A sample yearly outline#

• January: New Year joining spike. Join checks on, newcomer link limits.
• March to June: exam and admissions season (adjust for your country). Exam-paper warning pinned.
• Major sports finals and festivals: stream and ticket scam warning.
• September: back-to-school joining spike.
• November to December: shopping and gift scams, delivery-fee scams.
• Any big token or product launch: airdrop and impersonation warning, no links from new members.

Adapt the months to your region and your community. The point is not to guess perfectly, but to stop being surprised by the same wave every year.

Disclosure: written by the 虾宝 (Xiabao) team, which maintains the bot mentioned above.