To keep AI-written posts from being obvious, they need three things: your own text samples, concrete facts on input, and your eyes on the output. If you simply write "make a post about X," you get smooth text with identical openings, which readers recognize from the first line. You cannot fully hide where a text came from, but you can make a post sound like yours.
Below are the signs that reveal machine-written text, six steps that fix them, and what Telematic does in this scheme versus what stays with you.
Why AI posts get noticed
It is not the model's "intelligence" that gives it away but repeated patterns. Feed readers notice them quickly because they see dozens of similar posts a day. The most common signs and how to remove them:
| What gives it away | What it looks like | What to do |
|---|---|---|
| Stock opening | "In today's world…", "Let's figure out…" | Ban such phrases in the instructions, start with a fact |
| Uniform form | All posts the same length, with the same set of emoji | Set different formats: short, list, question |
| No specifics | General words instead of numbers, names, examples | Provide a source with facts as input |
| No position | Everything "on one hand, on the other" | Add posts with your own opinion to the samples |
| Perfect bureaucratese | Overly smooth, long sentences | Show samples with your living rhythm |
| Closing call to action | Every post ends with "subscribe" | Remove the call where it isn't needed |
Step by step: making the text sound like you
- Collect 2–5 of your own posts you are happy with. These are style references: the system takes tone, length, and manner from them. Choose different formats, not five identical ones.
- Describe the audience and tone in two or three sentences: who reads, informal or formal address, how many jokes are acceptable.
- Make a list of bans: stock words you never use yourself, emoji that don't suit you, call-to-action phrases.
- Feed a source with facts, not a topic. A website, RSS feed, or public Telegram channel provides material with numbers and names, and the post becomes more specific. More on sources: the article how to take topics from other Telegram channels.
- Edit the first 10–20 posts by hand. Look for what repeats: the same opening, the same ending. Add everything repetitive to the bans.
- Keep manual approval at the start. When posts consistently pass without edits, switch to auto-publishing, but review the whole feed once a week.
What to do if the feed already sounds the same
Don't rewrite everything. Take the last 20 posts and list their openings and endings. The repeats will show which phrases to add to the bans. Then replace one or two references with fresh ones and regenerate a couple of posts: the difference is usually visible immediately. If you run a channel without a team, see how to manage without a copywriter.
Example: one occasion, two posts
Take the news "the service added a schedule with an hour window." Here is the "default" post: "In today's world, automation is becoming more and more important. Let's figure out how the new feature can help you!" It says nothing, and the reader scrolls past without finishing it.
Now a post built from references and with facts on input: "The schedule can now be limited to an hour window: posts go out from 9 to 21, not at three in the morning. The daily limit is set separately." This is a hypothetical example, but the principle is visible: the fact first, then one thought, with no introduction and no call at the end.
Common mistakes
- One reference instead of several. The system copies it too closely, and all posts start the same way.
- References you don't like yourself. The model will repeat exactly their manner, so take only posts you would be willing to sign.
- A topic instead of a source. Without facts on input, the text comes out generic, even with good references.
- Auto-publishing from day one. Until you have seen 10–20 posts, you don't know which repeats will appear.
- Editing only the text. If you keep fixing the same phrase by hand, add it to the bans, or you will be fixing it forever.
How much it costs per month
Manually, the cost is your time: each post has to be found, written, and published, and running a feed daily is hard. A self-assembled scheme on a constructor or your own bot removes part of the routine, but you will have to fix collection, keys, and failures yourself. A ready-made service takes that work on, and you only set the references and review the results.
For reference: a post from a website or RSS costs about 7 ₽, and a feed of 30 posts per month costs from 120 to 420 ₽ depending on sources and the number of platforms. This is the cost of the posts themselves; your review time is not included. What is actually free and where the money starts, we covered in the article Telegram autoposting for free.
How Telematic does it
In Telematic, style is set by references: you upload 2–5 of your posts, specify the audience and tone, and the service writes posts in that manner from your sources: websites, RSS, and public Telegram channels. Posts then go out on a schedule (interval from 5 minutes to 30 days, hour window, daily limit). You can keep manual approval or enable auto-publishing; version history lets you return to a previous variant.
Price without a subscription: a post costs about 7 ₽ (collection from a website or RSS 5 ₽, a platform-specific version 1 ₽, publication 1 ₽; collection from a Telegram channel costs 2 ₽). Editing the text and preview are free, and the cost is visible before launch in the "Cost calculation" block. On registration we give 50 tokens (1 token = 1 ₽).
Things to know in advance. The service does not guarantee that the text cannot be identified as machine-written: that depends on your references and on whether you read the posts. Manual approval requires your time. Telegram and RSS deliver one item per run, there is no exact publication minute, and closed channels do not work as a source.
Frequently asked questions
Can you fully hide that a post was written by AI? This cannot be guaranteed. You can bring the text closer to your voice and remove typical patterns, but the result depends on the samples and your editing.
How many references are needed? 2–5 posts is enough. Varied in form is better than many similar ones.
Do I need to check every post? At the start, yes. When posts consistently pass without edits, you can enable auto-publishing and review the feed once a week.
Can I check text for "machine-ness" with detectors? We advise focusing on the reader rather than a detector: read the post aloud and decide whether you would say it yourself.
Where to start
Try the free Telegram post generator without registration, and when you want to run a feed on a schedule, look at the Telegram autoposting page.