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AI bot that pressure-tests your posts

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Quick answer

Here's how I'd set this up in Grok Bot (not affiliated, and not run by us yet). You paste an idea or a draft, and a bot pushes back on the weak parts before you post.

Inspired by a post from @ryangrowthh.

At a glance

All outcome figures are estimates from cited sources, not independent verification by us.

What it is allowed to do
Drafts for you

Writes drafts (emails, posts, plans, replies). You review and send. Nothing goes out without you.

Reviewed Oct 21, 2026

Time saved (estimate)
Not measured yet
Money saved (estimate)
Not measured yet.
Difficulty
Beginner
Tools needed
AI bot
Typical cost
Not stated in sources. The critique runs in chat on the bot you already use. Public web search is only for a claim you ask it to check.

Basis (estimate): Not measured yet. We haven't timed this.

What does this setup do?

You paste an idea or a draft, and a bot pushes back on the weak parts and offers a tighter version before you post. You still publish.

Who is it for?

For anyone who wants a hard read on a post before it goes live, without handing the account to a bot.

How do you set it up?

Tools

  • One critic bot in Grok Bot. It has its own chat, separate from the bot that drafts ideas.
  • You paste the idea or the draft. No X connection is required for the critique.
  • Optional: you can ask it to search the public web when a claim needs a source.
  • It can write a tighter draft in chat for you to edit.

Steps

  1. You make a bot whose only job is to pressure-test drafts. You ask it to remember that it must not add stats you did not write.
  2. You paste one idea or one draft into chat.
  3. It restates the claim, gives the strongest objection, and points at any number or story you did not source.
  4. If you want a source checked, you ask it to search the public web and link the page. If it cannot find one, it says so.
  5. It offers one tighter version and marks it as a draft.
  6. You edit that draft and you publish it. The bot does not post.

Example output

Illustrative. Your results will differ.

  • Claim restated in one sentence
  • One objection and one missing source
  • A tighter draft, marked as a draft
  • Nothing posted.

Copy-paste prompt

Adapt bracketed fields to your situation.

You are my critic for posts I have not published.

When I paste an idea or a draft:
- State the claim in one sentence.
- Give the strongest objection a skeptical reader would have.
- Point out any stat, name, or story I did not source.
- If the draft is vague, say what is missing.
- Offer one tighter version and mark it as a draft.

If I ask you to check a claim, search the public web, fetch the page, and link it. If you cannot find it, say "not found".

Rules:
- Do not post, reply, like, repost, or send a DM.
- Do not invent a stat to make the draft sound stronger. If a number is not in my draft, do not add one.
- Do not use impressions.
- Do not text me. Reply in this chat.
- I decide what gets published. You only push back.

Newsletter

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Free starter pack with five beginner copy-paste prompts after you confirm, plus three sourced setups in your inbox each week. Unsubscribe anytime.

What usually goes wrong?

Where agents tend to stall on this job. More patterns in Where AI gets stuck.

  • A critique can sound sure and still be wrong, and a tighter draft can smuggle in a stat you never wrote. The prompt tells it not to add numbers. Read the draft before you post.

Which chat tools work with this prompt?

Paste the prompt into any of these assistants (free or paid tiers).

  • Grok Bot

Common questions

How do I pressure-test a post before I publish?
Paste the draft into a bot that is only there to push back. It names the claim, the strongest objection, and any number you did not source, then offers one tighter draft. You publish.
Can an AI bot tell me if my draft is weak?
It can point at a vague line, a missing source, and a likely objection. Treat it as one sharp reader's notes. You still decide.
Will the bot post the draft for me?
No. It cannot publish posts. The tighter version stays in chat until you edit it and post it yourself.
Should the same bot draft the post and critique it?
Use a separate bot for the critique. The idea bot and the critic keep different chats, and you can ask the main bot to hand the draft across.

Where should you go next on this site?

What tips make it smoother?

  • Paste the draft you would actually post, not a topic sentence. The holes show up in the real wording.
  • Keep this bot separate from the one that suggests ideas, so it is not grading its own work.
  • If the tighter version adds a fact you did not write, delete that fact.

Where do the claims come from?

Summaries use public sources linked below, not independent verification. How setups are picked.

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Best AI setups for solo operators (2026) →

Ready for the next one?

Next up: a Content setup on the Work path.

AI image prompts for post graphics

Paste an article title or a post, and a bot writes three picture prompts (a wide header, a square, and a text-free background), then renders one draft image.