Pricing

Pay per usage

AI Web Content Crawler - Markdown for LLMs

Crawl any website and extract clean Markdown optimized for LLM training, RAG pipelines, and AI knowledge bases - removes boilerplate and outputs structured JSON with URL, title, markdown, and metadata.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

IntelScrape

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

AI Web Crawler — Clean Markdown Output for LLM & RAG Systems

Crawl any website and extract clean, structured markdown optimized for LLM training, RAG pipelines, vector databases, and AI knowledge bases. Removes navigation, ads, footers, and boilerplate. Built for AI engineers and developers.

What you get

Page URL, title, meta description
Clean markdown content (no HTML noise)
Word count, reading time estimate
Internal/external links
Headings structure (H1–H6)
Open Graph metadata
Last modified date (if available)

Output formats

Markdown (default, best for LLMs)
HTML (raw page)
Plain text (stripped)

Use cases

RAG pipeline data ingestion — crawl docs sites, wikis, knowledge bases
LLM fine-tuning datasets — extract clean web text at scale
AI chatbot knowledge bases — feed your chatbot with fresh website content
Competitive intelligence — scrape competitor sites for structured content
Documentation archiving — bulk-export technical docs as markdown

Sample output

{
  "url": "https://docs.stripe.com/api/charges",
  "title": "Charges | Stripe API Reference",
  "markdown": "# Charges\n\nTo charge a credit or debit card, you create a `Charge` object...",
  "wordCount": 1247,
  "headings": ["Charges", "Create a charge", "Parameters", "Returns"],
  "internalLinks": ["https://docs.stripe.com/api/charges/create"],
  "scrapedAt": "2026-03-13T00:00:00Z"
}

Integrations

LangChain — use as document loader
LlamaIndex — feed as document nodes
Pinecone / Weaviate / Chroma — embed and store
OpenAI fine-tuning — convert output to JSONL training format
Make.com / Zapier / n8n — schedule crawls, send to Google Docs

Keywords

web scraper for AI, RAG data collection, LLM training data scraper, website to markdown, web crawler markdown, AI knowledge base builder, LangChain web scraper, RAG pipeline tool, website content extraction, documentation crawler, AI dataset scraper

Schedule

Run when website content updates. Set up weekly crawls to keep your RAG system fresh.

?? More Actors by This Developer

Actor	What it does
Content Freshness Auditor	Audit the sites you crawl for stale content before ingesting
Amazon Scraper	Crawl Amazon product pages and reviews for AI training data
LinkedIn Lead Scraper	Find AI engineers and LLM teams who need training data
Gov Contract Scraper	Find government AI/ML contracts � target customers for your RAG tools

?? Power combo: AI Web Crawler (collect) ? Content Freshness Auditor (validate quality) ? ingest only fresh, clean content into your LLM.

AI Web to Markdown - LLM-Ready Extractor

wiry_kingdom/ai-web-to-markdown

Convert any URL into clean LLM-ready markdown. Strips ads, nav, footer. Preserves headings, lists, tables, code blocks. Returns token count. Perfect for RAG, fine-tuning, AI agents. 10x cheaper than Firecrawl.

Mohieldin Mohamed

AI-Ready Web Content Crawler (LLM/RAG Optimized)

brilliant_gum/web-content-crawler

Deep-crawl websites and extract LLM-ready Markdown with OG tags, JSON-LD, author, dates, token estimates, native RAG chunking, language filtering, content-hash dedup, and per-page error reporting. Enforced timeouts. Zero silent failures.

Yuliia Kulakova

AI Web Crawler

hounderd/ai-web-crawler

Crawl websites and extract clean, LLM-ready markdown content with stealth browser rendering, anti-bot hardening, smart content filtering, and structured metadata extraction. Built for RAG pipelines, AI agents, and data workflows.

Hounderd

WebSight API — AI-Native Web Intelligence

george.the.developer/websight-api

One API call for 7 types of web intelligence from any URL: clean markdown, tech stack, SEO audit, contacts, structured data, AI score, domain intel. Token-optimized for AI agents. Cached.

George Kioko

Smart Web Content Extractor for AI & LLM

project_bbb/smart-web-content-extractor

Crawl any website and extract clean, structured content optimized for LLM consumption. Outputs Markdown, plain text, or HTML with metadata. Removes nav, ads, and boilerplate automatically.

BBB & Company

RAG Pipeline Data Collector

scraper_guru/rag-pipeline-data-collector

AI-ready web content extraction for RAG systems, LLMs, and AI agents. Single-page or multi-page scraping with parallel processing.

LIAICHI MUSTAPHA

Website Content Crawler

mikolabs/website-content-crawler

Deep-crawl websites to extract clean text, Markdown, or HTML for AI/LLM apps, RAG pipelines, and vector databases. Supports adaptive crawling, HTML cleaning, file downloads, and structured dataset output. Easily integrates with LangChain, LlamaIndex, and other LLM tools.

mikolabs

5.0

(1)

Webpage Content Scraper to Markdown

riisager/tulabot-cloudflare-markdown

Focus on cost, Scrape any webpage content into LLM-ready Markdown for RAG. Uses a smart hybrid 6 tier engine: Apify for crawling + Cloudflare Browser API Rendering for perfect extraction. Automatically saves costs by detecting native markdown support.

Søren Riisager

Website Content to Markdown for LLM Training

easyapi/website-content-to-markdown-for-llm-training

🚀 Transform web content into clean, LLM-ready Markdown! 📘 Scrape multiple pages, extract main content, and convert to Markdown format. Perfect for AI researchers, data scientists, and LLM developers. Fast, efficient, and customizable. Supercharge your AI training data today! 🌐📝🧠

EasyApi

314

5.0

(2)

Article Extraction API

tugelbay/article-extractor

Extract clean article text and metadata from URLs as Markdown, text, or HTML for RAG, AI agents, monitoring, and research. Guide: https://konabayev.com/tools/article-extractor/?utm_source=apify_info&utm_medium=referral&utm_campaign=article-extractor