🥗 Health & Fitness Intelligence Pipeline Turn raw health news into actionable wellness intelligence. This Actor is a high-performance intelligence agent that monitors the web's top Health, Fitness, and Nutrition sources. It doesn't just "scrape" news—it reads, analyzes, and structures it into specific data points like Key Ingredients, Target Body Parts, and Scientific Impact Scores using state-of-the-art AI. --- ## 🚀 Why Use This Actor? Most scrapers just give you a title and a link. We give you structured intelligence. ### 🧠 1. AI-Powered Analysis Every article is processed by a Large Language Model to extract niche-specific data: * 🧪 Key Ingredients: Automatically extracts supplements, foods, or compounds (e.g., "Creatine", "Ashwagandha", "Kale"). * 👟 Product/Gear Extraction: Identifies specific items mentioned (e.g., "Oura Ring 4", "Nike Pegasus", "NordicTrack"). * 💪 Target Body Parts: Identifies specific focus areas (e.g., "Glutes", "Rotator Cuff", "Gut Microbiome"). * 💯 Impact Score (0-100): Instantly filter noise. Know if a story is "General Fluff" (10/100) or a "Major Medical Study" (90/100). ### 🛡️ 2. "Unblockable" Architecture We use a robust "Scrape-First, Search-Fallback" engine: 1. Attempt 1: High-speed direct scraping of the article HTML. 2. Attempt 2: If blocked (403/429), the Actor automatically queries Brave Search API to reconstruct the context from rich snippets. You always get data, never a blank page. ### 📢 3. Real-Time Community Alerts Connect a Discord Webhook to automatically post beautiful, color-coded alerts for high-impact health news or new scientific studies directly to your community server. --- ## 🛠️ Setup & Configuration (Critical) ### Configure Inputs | Field | Description | | :--- | :--- | | News Source | Choose from pre-curated high-quality feeds (Men's Health, Precision Nutrition, NASM, etc.) or provide a custom RSS URL. | | Max Articles | Limit the number of items to process (Recommended: 10-50 per run). | | Search Region | Bias the fallback search engine to a specific country (e.g., USA US, UK GB). | | Discord Webhook | (Optional) Paste a Discord Webhook URL to receive instant alerts for high-score news. | --- ## 📊 Data Output The Actor saves results to the Apify Dataset. We provide a rich Table View in the console for instant scanning. ### JSON Example ``json { "title": "Black Friday Deals: Oura Ring 4 and NordicTrack", "url": "[https://example.com/fitness/black-friday-deals](https://example.com/fitness/black-friday-deals)", "published": "2025-11-29T20:01:00Z", "content_type": "Product/Gear", "impact_score": 70, "sentiment": "Positive", "key_ingredients": ["Creatine"], "mentioned_products": ["Oura Ring 4", "NordicTrack T10", "Brooks Ghost 16"], "target_body_parts": ["Full Body"], "summary": "A roundup of the best Black Friday fitness deals, highlighting discounts on the new Oura Ring 4 and NordicTrack treadmills.", "data_source_method": "Direct Scraper" } ```` ----- ## 💰 Pricing & Monetization This Actor uses a **Pay-Per-Event** model. * **Event:**news-data-fetch* **Cost:** You are charged a small fee for every successfully analyzed article. * *Note:* You are NOT charged for failed scrapes or duplicates. ----- ## 👨‍💻 For Developers This Actor is built on a modular Python architecture using **LangGraph** for workflow orchestration. * **Reliability:** Includes arunTestMode` for zero-cost integration testing. * Tech Stack: Python 3.11, Pydantic, OpenAI SDK (OpenRouter), BeautifulSoup4, Brave Search API. Legal Disclaimer: This tool provides information for educational and research purposes only. It does not constitute medical advice. Always consult a professional before making health changes.