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Reddit pain scout with a 100-point score and a critic

Product ideas start from vibes instead of repeating paid pain.

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What hurt

Chase (@0xChaseTM) runs Grok Bot as an always-on Reddit product scout. It clusters complaints, opens an opportunity record, and scores evidence out of 100 (pain/frequency up to 40, workarounds/spend up to 30, rest from who/alternatives/buildability). Bands: <60 ignore, 60–74 watch, 75–84 critic, 85+ alert. At 75+ a critic agent tries to break the case. Author-quoted method.

What to install or create

Scout clusters Reddit complaints. Score with his rubric. Critic only after 75. Founder sees survivors only.

Bots

  • Pain scout

    Clusters Reddit complaints; scores opportunity records.

  • Critic

    At 75+: attacks competition, recurrence, buyers, willingness to pay.

Plugins

  • Browser

    Required

Files

  • Opportunity records with score history.

Routines

  • Daily: scan watched subreddits; update scores; ping only on 85+ after critic survives.

The prompt

Author-quoted score bands

Chase posted this rubric in the cited tweet. Copied as published.

Repeated pain + frequency = up to 40 points
Workarounds + existing spend = another 30
The remaining score comes from who has the problem, what alternatives already exist, and how realistic the product is to build.

<60 ignore → 60-74 watch → 75-84 critic → 85+ alert

At 75+, another agent takes the opposite side and tries to break the case by checking competition, recurrence, buyers and willingness to pay.
Only the problems that survive both the market evidence and the critic get pushed toward the founder.

First run

  1. 1Read https://x.com/0xChaseTM/status/2098833371405160651.
  2. 2Create Pain scout + Critic. Connect browser (Reddit).
  3. 3Paste his score bands into the scout Description. Pick a few subreddits to watch.
  4. 4Run one manual cluster → score pass. Wake Critic only at 75+.
  5. 5Schedule a daily update. Alert yourself only on 85+ that survive the critic.

Approval fence

Read-only research by default. No posting to Reddit or buying ads without your yes.

What to tweak

Steal the score bands and critic gate. Do not invent a full system prompt beyond his rubric.

Source

Chase @0xChaseTM · Original post

Not affiliated with xAI. We did not write this prompt. Third-party template terms still apply.

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