Home›Blog›Automation›Generated or template comments

Generated or template comments

Читать по-русски

Comparing prewritten templates with generation on cost, response rate and why identical text is the clearest signal to filters.

Generated or template comments

Comments can come from a prewritten list or be generated per post. The choice affects both the bill and how long accounts survive.

Templates

Free and predictable: you know what will be written. The trouble is that so does everyone else. Identical text is the first marker by which both group moderators and Telegram separate automation from people. Thirty templates across a thousand comments means thirty repetitions of each.

The second drawback: a template does not answer the post. It fits any post, and therefore catches on nothing.

Generation

Every comment is unique and anchored on the post. No repetition, and a higher response rate — the reader sees an answer rather than a formality. You pay for it in model calls.

The drawback is unpredictability: a model can write badly, and reading the output early on is mandatory.

Which is actually cheaper

Templates are cheaper in direct spend and more expensive in attrition: identical text gets accounts restricted. Counting full cost including replacements, the comparison usually stops favouring templates.

The sensible middle

Generation with a tight prompt and an explicit ban on cliché phrases: it sets the frame and keeps the uniqueness. Fixing generic output is covered in the prompt piece.

Topic: Automation

More on this topic: The tool for this

Read next

When AI comments come out off topic

Why a model writes generic filler instead of answering the post, and the three prompt changes that fix it fastest.

Prompting a model to write comments people actually read

Bad comments are almost always a bad brief rather than a model limitation. What the instruction has to contain.

Chats or comments: which returns more, and for whom

Both are grouped together as free channels, and they work differently enough to suit different businesses.

Ready to put this to work?

Neurogram automates parsing, commenting and DM conversations on Telegram. Three days free — no card required.

Try it free