Launching today
Muse Threads Engine
Turn viral global posts into Threads growth on autopilot.
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Turn viral global posts into Threads growth on autopilot.
0 followers
Stop staring at a blank screen—automate your Threads growth using proven global viral content.This no-code Muse × Threads blueprint scrapes top-performing posts from X and Reddit, localizes them contextually, and schedules high-engagement copy daily. Automated Scraping: Filter high-engagement posts by strict view & like metrics. Contextual AI Localization: Translate & rewrite hooks naturally without robotic phrasing.
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Hey Product Hunt! 👋
I’m thrilled to launch Muse Threads Engine today!
Why I built this:
Like many creators and marketers, I hit a massive wall with content creation. Spending 2–3 hours every single day researching ideas, translating insights, and staring at a blank screen was leading straight to burnout. Worse, generic AI-generated posts were getting zero engagement because timelines are flooded with robotic text.
I realized the best way to stand out wasn't inventing ideas from scratch—it was tapping into proven viral content from global markets (X & Reddit) and adapting it naturally before trends hit local feeds.
Manual copy-pasting into ChatGPT wasn't scalable, so I built a fully automated, no-code pipeline combining Muse (AI Agent), Make, and the Threads API.
How the engine works under the hood:
1️⃣ Smart Scraping: Automatically pulls high-performing posts based on strict engagement thresholds (views, likes, bookmarks).
2️⃣ Contextual Localization: Uses custom LLM prompts to translate idioms and nuances naturally—zero stiff, robotic phrasing.
3️⃣ Threads Formatting: Rewrites the core insight with scroll-stopping hooks, clean spacing, and CTAs.
4️⃣ Autopilot or Approval: Publishes directly via Threads API, or sends a Slack/Discord ping for 1-click human approval.
Inside the blueprint, you’ll get:
✅ Complete step-by-step architecture & no-code setup guide
✅ Copy-paste system prompts for localization & viral hooks
✅ Multi-account scaling, proxy setup & shadowban prevention rules
✅ Monetization funnel templates (Auto-DM triggers & newsletter conversion)
I’d love to hear your thoughts—are you currently automating any part of your social media workflow, or still doing it manually? Drop your questions or feedback below! 👇