Pricing

from $5.00 / 1,000 url crawleds

LLM-Ready Web Scraper – RAG & Vertical Data Extraction

Scrapes any URL and returns clean LLM-ready content. Strips ads, nav, and boilerplate. Returns markdown, chunked text, token estimates, and metadata. Vertical modes for Legal, Medical, Property, E-commerce, Research, and News. Firecrawl alternative at $0.005 per URL.

Pricing

from $5.00 / 1,000 url crawleds

Rating

0.0

(0)

Developer

joseph fadero

Actor stats

Bookmarked

Total users

Monthly active users

2 days ago

Last modified

Categories

Developer tools

Automation

You can access the LLM-Ready Web Scraper – RAG & Vertical Data Extraction programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = { "urls": ["https://example.com/article"] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("conceivable_extension/llm-ready-web-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LLM-Ready Web Scraper – RAG & Vertical Data Extraction API in Python

The Apify API client for Python is the official library that allows you to use LLM-Ready Web Scraper – RAG & Vertical Data Extraction API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LLM-Ready Web Scraper – RAG & Vertical Data Extraction API in JavaScript

LLM-Ready Web Scraper – RAG & Vertical Data Extraction API through CLI

LLM-Ready Web Scraper – RAG & Vertical Data Extraction OpenAPI definition

LLM-Ready Web Scraper – RAG & Vertical Data Extraction API

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

Web to Markdown — AI-Ready Text from Any URL

wsgcjj/web-to-markdown

Convert any web page URL to clean Markdown format. Perfect for LLM training data, RAG pipelines, and AI content processing. Extracts main content, strips ads/nav/footers.

陈俊杰

Website to Markdown for LLM and RAG

jeweled_jockstrap/my-actor-3

Convert any URL to clean Markdown text for AI applications. Strips HTML extracts content. For LLM training RAG pipelines and vector databases. Free Firecrawl alternative.

Juan Triviño

Website to Markdown – Clean LLM & RAG Content Extractor

dataquarry/website-to-markdown

Convert any public web page to clean, LLM-ready Markdown with metadata — by URL, a list of URLs, or a whole-site crawl. Strips nav/ads/boilerplate, keeps headings/lists/tables/code. Respects robots.txt. No API key.

Daniel Brenner

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

Firecrawl Search - LLM-ready content

alizarin_refrigerator-owner/firecrawl-search---llm-ready-content

Search the web and get clean, LLM-ready content in one API call. Powered by Firecrawl's /v1/search endpoint. Returns markdown, HTML, or extracted data. Perfect for SEO research, competitor analysis, and AI training data collection

The Howlers

Web Scraper RAG Ready

traorealexy/Web-Sraper-RAG-Ready

Turn any website into clean, token-efficient Markdown ready for RAG and LLM pipelines. Removes boilerplate, handles JavaScript rendering, and outputs structured JSON for LangChain, LlamaIndex, and vector databases.

Alexy Traore

AI Web Content Crawler - Markdown for LLMs

intelscrape/ai-web-content-crawler

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.

IntelScrape

Firecrawl AI-Powered Web Search & Scrape

alizarin_refrigerator-owner/firecrawl-ai-powered-web-search-scrape

The Howlers

Website to Markdown Converter for LLM Training

pink_comic/website-content-to-markdown

Convert any web page to clean Markdown. Strips nav, ads, scripts, styling. Preserves headings, lists, tables, code blocks, links. Perfect for LLM training data, RAG pipelines, content migration, documentation archival, and text analysis. Bulk processing with word/link/image counts.