Community Signal & Response Engine

Community Signal & Response Engine ships as a ready-to-import n8n automation package: load the bundled workflow JSON, connect the credentials listed on this page, and activate it on self-hosted n8n or n8n Cloud.

Polls your subreddits every 5 minutes so reply-worthy posts reach you while the thread is still fresh. AI scores each new signal 1–10, tiers it Hot or Warm, and fires an instant Telegram alert with a ready-to-post draft reply; everything is also logged to Google Sheets. Deduplication ensures no post is processed twice. Built for speed — when being first to reply matters more than batching leads for later.

• Scan multiple subreddits every 5 minutes for reply-worthy questions and pain points
• Deduplicate every signal so the same post is never processed twice across runs
• Score each post 1–10 with GPT-4o-mini and label it Hot or Warm for fast prioritization
• Generate a helpful, non-promotional reply draft for every qualifying signal
• Log all signals to Google Sheets with tier, score, category, and reply draft for your review queue
• Receive instant Telegram alerts with signal tier emoji, score, reason, and ready-to-post draft reply
• Fully configurable subreddits, keywords, and score thresholds — no code changes required