An inflated channel looks like a normal one until you pay. The money leaves, the clicks do not arrive, and there is nothing to complain about — the post was published, after all. Here is what gives it away before you buy ads.
Views against subscribers
The primary signal. A live channel's fresh post reaches a noticeable share of its subscribers. What that share should be depends on the niche and how often the channel posts, so the absolute figure matters less than the comparison: if three channels of the same size in the same topic pull several times the reach, the question is settled.
Look at ten posts in a row, not one. A single post can go unusually well or unusually badly.
Flat view counts
A live channel's reach jumps around: one post lands, another does not. If every post pulls almost the same number, to within a hundred, that is a machine at work rather than readers.
The growth curve
Real growth is uneven: a jump after a good placement, a decline, a slow climb. A straight line, or vertical jumps of thousands in a day with nothing behind them, means purchased subscribers. If the admin shares statistics, look at the shape of the curve rather than the final number.
Discussions
A channel with tens of thousands of subscribers and silence under every post is almost certainly dead. The inverse also happens: comments exist but are short, identical, and come from accounts with no avatar and no history. Scroll the discussion — it takes a minute and says more than the numbers.
Reactions
Reactions are faked less often because they cost more. Check whether their count is in the same order of magnitude as the reach, and whether they vary. The same two emoji in the same quantity on every post is a recognisable trace.
What is actually published
An indirect signal, but a useful one. A channel that exists to resell advertising is usually filled with reposts and generic text with no point of view. A channel people read is different from the first screen.
If you are still unsure
- Ask for statistics. Not a screenshot of the subscriber count — the internal channel statistics with graphs. A refusal is itself an answer.
- Start with the smallest placement. One cheap post costs less than a package and produces real data.
- Measure with a dedicated link. Create one invite link per placement, then you know how many subscriptions came from there rather than "that day".
Checking at volume
With dozens of channels in play, checking each by hand is not realistic — and the automatic part is enough to clear most of them: is the channel alive, are comments open, is there any activity in them. See building a channel list for how that fits together.
How Neurogram does this
Everything above is manual work that runs into the number of hours in a day. Neurogram does it on your own accounts and without you: it collects channels and audiences, writes comments and replies with a language model, and keeps limits and quiet hours so the accounts survive. See pricing or look at your case.