🚀 Website to Clean Markdown (AI & RAG Ready)

The ultimate tool for AI Developers and LLM Engineers. Convert any website into clean, structured Markdown perfectly optimized for ChatGPT, Claude, LangChain, and RAG applications.

🌟 Why use this instead of a normal scraper?

Traditional scrapers return messy HTML that wastes thousands of OpenAI/Anthropic tokens. This actor:

• ✅ Saves money: Reduces data size by up to 80%.
• ✅ AI-Optimized: Markdown is the preferred format for LLMs.
• ✅ Noise Removal: Automatically strips headers, footers, and scripts.
• ✅ Token Estimation: Gives you an idea of the cost before you hit the API.

🛠️ Use Cases

• Custom GPTs: Feed your GPT with fresh documentation from any site.
• RAG Pipelines: Populate your Vector Database (Pinecone, Weaviate) with clean data.
• Content Transformation: Easily turn blog posts into newsletters or social media threads.

⚙️ Input Configuration

• URLs: List of web pages to process.
• Extract Only Main Content: Smart detection of the core article/text.
• Remove Links: Strip URLs to focus purely on semantic text and save tokens.

💰 Pricing

Extremely lightweight and fast. Uses Cheerio, meaning it consumes minimal Compute Units. No expensive browser rendering required!

SEO Keywords

website scraper, website data, website API alternative, website extraction, website automation, website data scraping, web scraping website, website lead generation, website data mining, website crawler, scrape website, website dataset, website web data, website data extractor, website scraping tool, automated website, website data collection, website intelligence

For AI Agents & LLM Apps

This Actor is callable via the Apify MCP server and Apify API.

Purpose: Website to Clean Markdown (AI & RAG Ready)

Minimal working input:

{
  "startUrls": "..."
}

Output fields: url, title, description, metadata (varies by Actor)

Behaviors:

• Returns structured data in JSON format
• Supports proxy rotation for reliable extraction
• Output saved to Apify dataset

Billing: Pay-per-result pricing applies.

Legal & Compliance Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Website to Clean Markdown (AI & RAG Ready).

This Actor only accesses publicly available pages and does not bypass authentication, login requirements, or CAPTCHA challenges.

Users are solely responsible for ensuring their use of this Actor complies with Website to Clean Markdown (AI & RAG Ready)'s Terms of Service and all applicable data-protection laws and regulations.

The developer assumes no liability for misuse of this tool or for any consequences resulting from data extraction activities.

FAQ

Why use this Actor instead of building my own scraper?

Building and maintaining a web scraper requires handling anti-bot detection, proxy rotation, data parsing, and ongoing maintenance as websites change. This Actor provides all of that out of the box with reliable, tested extraction.

What data format does this Actor return?

The Actor returns structured JSON data. Results are stored in an Apify dataset which can be exported as JSON, CSV, XML, or Excel.

Can I use this Actor with scheduling?

Yes. You can create a task from this Actor and schedule it to run automatically at regular intervals for monitoring or data collection purposes.

Is there a way to filter or limit results?

Yes. Check the input parameters for options like maxItems, maxPages, or similar limiting fields to control how much data is extracted per run.

What happens if the Actor encounters a blocked page?

The Actor uses proxy rotation and retry logic to handle blocks. If a page cannot be accessed, the Actor will skip it and continue with the remaining items.

Related Actors

Verified related actors on Apify that pair well with this one. All links point to real, publicly available actors.

• Apify Web Scraper
• Google Search Scraper
• RAG Web Browser