📝 AI Markdown Transformer — Professional Edition

✅ Apify Free Tier Friendly | 💰 $0.02 per result | 🤖 Llama 3.3 (70B) AI | ⚡ Ultra-Fast

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🚀 The "One-Click" Solution to Turn Scraper Data into Clean Reports

Modern teams drown in messy text: logs, scrapes, transcripts, and unstructured data. Whether you are using the Google Maps Scraper, Website Content Crawler, or Social Media Scrapers, the raw output is often a cluttered "data-dump."

The AI Markdown Transformer turns that chaos into clean, structured, LLM‑ready Markdown in milliseconds. Built for developers, data teams, and AI practitioners who need professional results without manual cleanup.

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🎁 Use it for FREE every month

All Apify users receive $5.00 in free monthly credits. We’ve optimized this Actor to be extremely lean:

• Startup cost: Only $0.01 (Flat rate)
• Transformation cost: Only $0.02 per result
• The Math: You can process 200+ high-quality records every month entirely within your free Apify allowance.

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⚡ Why This Tool Exists

Manual text cleaning is a bottleneck. This tool is the "final step" in your web scraping pipeline, bridging the gap between raw data and a professional AI-ready report.

✔️ What It Does

• Contextual Summarization: Intelligently extracts the essence from Google Maps leads, TikTok transcripts, or Instagram captions.
• Restores Structure: Converts unorganized text into clean Markdown tables, headers, and lists.
• RAG-Ready Output: Strips HTML tags, UI clutter, and ads. Perfect for Vector Databases and AI knowledge bases.
• MCP Compatible: Seamlessly integrates with Model Context Protocol (MCP) workflows.
• Ultra-Fast Performance: Powered by Groq LPU acceleration for results in 20–80 ms.

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🔍 Showcase: From Scraper Mess to Clean Data

Input (Raw Unstructured Mess):

[AD] [IMAGE: 4.5 Stars] "Best Pizza in NY" -- Open until 11PM -- "The crust was amazing!" (Review by John) -- Lat: 40.7128, Long: -74.0060 -- Phone: +1 212-555-0198 -- [BUTTON: ORDER NOW]

Output (Clean Professional Markdown):

🍕 Best Pizza in NY

Rating	Status	Contact	Top Highlight
⭐ 4.5 / 5	Open until 23:00	+1 212-555-0198	"Amazing crust"

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🌍 Optimized for Top Scrapers

This Actor is specifically designed to post-process data from:

• 📍 Google Maps Scraper: Clean B2B leads into executive-ready sales lists.
• 🌐 Website Content Crawler: Normalize scraped web pages for optimal RAG performance.
• 📱 TikTok & Instagram Scrapers: Clean up transcripts, captions, and comments by removing hashtags and emoji-clutter.

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🛠️ How to Integrate (Quick Start)

You can trigger this Actor manually via the Apify Console or programmatically via API.

Integration via Apify SDK (JavaScript)

Perfect for chaining this Actor to your existing scraper:

const input = {
    "task_prompt": "Clean this business data into a table",
    "unstructured_text": "PASTE_YOUR_SCRAPER_OUTPUT_HERE"
};

// Run the Actor and wait for it to finish
const run = await client.actor("audit-data-solutions/ai-contextual-markdown-transformer").call(input);

// Fetch and print the clean Markdown results
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items.markdown_output);

🔗 Pro Tip: Automated Webhooks

Want to automate your workflow? Go to your Source Scraper (e.g., Google Maps Scraper) -> Webhooks -> Ad-hoc Run and set it to trigger this Transformer as soon as the scraping run succeeds!

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⚙️ Performance & Pricing

• Inference: Groq LPU acceleration (Llama-3.3-70B).
• Speed: Typically 20–80 ms per transformation.
• Pricing: $0.01 per start + $0.02 per result.
• Free Tier: Fully compatible with Apify’s $5/month free credit.

💬 Support & Feedback

This tool is "Plug & Play". For the fastest experience, check the Input tab for examples. Found a bug or have a feature request? Please open an issue in the Issues tab.

📄 License

MIT License — free for personal and commercial use.

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The essential final step for every modern scraper user.
Clean your data. Save your time. Grow your business.