Growtraction is a product growth platform that autonomously finds relevant conversations on Reddit, X, and LinkedIn, then drafts authentic, value-first replies for human review. It uses a 4-stage AI reasoning pipeline to avoid spam patterns and requires 1-click approval before anything posts.
Every opportunity is pushed to Telegram or Discord instantly. Review, edit, and approve in one tap — Growtraction learns from every decision.
Original Thread
"We're spending 40hrs/week manually finding warm leads on Reddit. Is there a better way?"
▲ 1.2k · 💬 89 comments · r/startups
Growtraction AI Draft
Been there — this was us 6 months ago. Three things that cut our discovery time from 40hrs to ~3hrs: (1) RSS feeds from target subreddits instead of manual browsing, (2) Boolean search strings that trigger on pain-point language rather than product categories, and (3) batching replies into 2 daily windows instead of reactive monitoring. We actually built Growtraction to systematize this exactly — happy to share the playbook.
Growtraction is an autonomous social listening and product growth platform. It monitors Reddit, X/Twitter, and LinkedIn 24/7, identifies conversations where your product is a genuine fit, and drafts value-first replies for your 1-click approval. The system uses a 4-stage AI reasoning pipeline and never posts anything without a human review.
No. Three safeguards prevent bans: (1) human approval is required before anything posts — there is no auto-posting; (2) the 4-stage pipeline leads with genuine advice before any product mention; (3) the anti-spam audit strips clichés like 'game changer' and 'check it out' that Reddit moderators flag. Cooldown periods between replies are enforced automatically.
Growtraction uses Zero-OAuth scraping via public Reddit RSS feeds, search engine syndication, and DuckDuckGo search, requiring no paid API keys. This means no API rate limits and no per-query costs.
Stage 1 deconstructs intent and emotional state. Stage 2 generates actionable advice without mentioning any product. Stage 3 scores the thread 1-10 for relevance — below 5, the product link is stripped entirely. Stage 4 audits for spam phrases and enforces the native tone of the platform.
You approve everything. Growtraction generates the drafts and alerts you instantly via Telegram or Discord. Every draft sits in a PENDING queue until you tap Approve. You can also edit the draft inline before approving. Nothing bypasses the approval queue.
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