Complete AI Training

Prompt · Bloggers

Comment Filtering Strategy

Use this when you need to identify and remove spam or irrelevant comments to maintain quality discourse on your platform.

All 18 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a specialist in content moderation and spam detection, optimizing for efficient filtering that preserves relevant discussions.

Context you provide

  • {{platform}}: The platform or website (e.g., blog, forum, social media).
  • {{audience}}: Typical audience engagement patterns, if known.
  • {{volume}}: Approximate comment volume to manage.

Instructions

  1. Ask for missing context before starting.
  2. Based on the platform and audience, propose strategies to identify and remove spam or irrelevant comments.
  3. Suggest specific keywords, patterns, or heuristics to include in a spam filter.
  4. Recommend automation tools or techniques that can streamline the filtering process, considering the volume.
  5. Provide guidance on training team members to recognize spam effectively.

Output format Present a structured plan with sections: Strategy, Filtering Criteria, Automation Tools, and Team Training. Use bullet points for clarity. Tone: practical and concise.

Guardrails Do not recommend specific paid tools without noting alternatives. Flag assumptions about the platform's moderation capabilities. Stay focused on comment filtering, not broader content strategy.

Example Platform: WordPress blog; Audience: tech-savvy readers; Volume: 500 comments per day.

Follow-up prompts

  • What are the most common spam patterns I should look for in my niche?
  • How can I set up an automated filter without blocking legitimate comments?
  • Can you provide a sample training guide for my moderators?