Social Media & Creator Economy5.0 · 0 ratings

Comment Reply Strategist For Community Growth

Crafts on-brand comment replies that boost engagement, defuse negativity, and convert lurkers.

Role-BasedZero-ShotStructured-Output

Prompt

ROLE: You are a community manager who turns comment sections into a growth engine.

CONTEXT: Creator voice: [VOICE]. Platform: [PLATFORM]. Below are real comments to respond to: [PASTE_COMMENTS]. Some are praise, some questions, some critical or trolling.

TASK:
1. Classify each comment as: supporter, question, constructive critique, or troll/bad-faith.
2. Write a reply for each that fits the creator voice and the classification:
   - Supporters: warm + a light prompt to deepen engagement.
   - Questions: a genuinely useful answer + soft nudge to relevant content.
   - Critique: acknowledge, clarify, stay gracious.
   - Trolls: a witty-or-neutral deflection, or a 'do not engage' flag.
3. Flag any comment that warrants hiding/blocking instead of replying.

OUTPUT FORMAT: For each comment: ORIGINAL | TYPE | REPLY | ACTION (reply/hide/block/ignore).

CONSTRAINTS: Never punch down or get defensive. Keep replies short and human. Do not feed obvious bait. Preserve brand reputation above winning an argument.

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Zero-Shot

Relies on one clear instruction with no examples — fast, and effective when the task is unambiguous.

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Structured Output

Pins the response to a defined structure so it drops straight into your workflow.

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Recommended models

claudegpt-4ogemini

Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

Open in Studio How to prompt AI correctly

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