Content Creation AI Agent

Discover. Evaluate. Create. Automatically transform trending AI news into ready-to-publish, high-impact social content.

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🔍 What It Does

This n8n-powered automation suite helps you go from news discovery to social content in minutes — without lifting a finger.

1. AI Research Agent

Finds and scores fresh articles from trusted sources using Tavily and Google News. Each story is evaluated by an AI agent for:

• 📚 Educational Value

• 🔥 Viral Potential

• 🎯 Audience Relevance

2. Content Writer Agent

Instantly turns top articles into scroll-stopping TikTok scripts. The AI fetches the full article, understands the content, and outputs:

• 🪝 3 Hook Variations

• 🧠 Engaging Script

• 🎬 Visual Suggestions

Both agents work together via Google Sheets — a human can choose which stories get turned into content with a simple dropdown ("Write").

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⚙️ Built With

• 🔁 n8n: Open-source automation

• 🌍 Tavily API: Real-time search

• 🤖 LLMs: Claude Sonnet, Gemini, GPT-4 (pluggable)

• 🕸 Apify Crawler: Full article extraction

• 📊 Google Sheets: Editor-friendly interface

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🧩 Who It’s For

• Content creators who cover tech or AI

• Marketing teams that want to stay ahead of trends

• Solo founders & newsletter writers looking to automate idea discovery

• AI product teams building content around new innovations

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✅ Features

• Zero manual research

• Human-in-the-loop via Sheets

• Multi-agent coordination

• Modular and customizable

• Self-hosted & private (fully n8n-based)

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🚀 How to Use

1. Clone both workflows into n8n

2. Add your API credentials (Tavily, Apify, Google Sheets)

3. Customize scoring prompts or tone

4. Schedule to run daily, or trigger manually

5. Watch your spreadsheet fill with insights and ready-made scripts