ClawEngine.ai

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How it works

AI web crawler LLM web scraper Web crawler API Data extraction API Structured data Website to API Website to JSON Website to CSV Website to markdown Crawl for LLMs HTML to markdown llms.txt generator Web scraping MCP server Bulk web scraping LLM-ready data Scraping for RAG Crawl agent API JavaScript website crawler RAG data pipeline Ecommerce data News data Lead generation Job data Documentation Real estate Government data Price monitoring Python Node.js Change monitoring Pricing comparison See all →

Firecrawl alternative Apify alternative Bright Data alternative ScrapingBee alternative ScraperAPI alternative ZenRows alternative Oxylabs alternative Crawl4AI alternative Diffbot alternative ScrapeGraphAI alternative Scrapy alternative Browserbase alternative Exa alternative Tavily alternative Jina Reader alternative Zyte alternative Parallel AI alternative Scrapfly alternative Olostep alternative Browse AI alternative Firecrawl self hosted CrewAI Firecrawl vs Parallel Bright Data vs Oxylabs Bright Data vs Apify Apify vs Firecrawl ScrapingBee vs ScraperAPI Firecrawl vs Tavily ZenRows vs ScrapingBee Firecrawl vs Browserbase Oxylabs pricing Firecrawl pricing Tavily pricing Web unlocker pricing Exa pricing SerpApi pricing Jina AI pricing Crawlbase pricing Browserless pricing Diffbot pricing ScrapingBee pricing Cheapest web scraping API See all compared →

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Use cases

Everything ClawEngine extracts from the web

One web scraping API, every job. Crawl a site, render its JavaScript and extract clean markdown, JSON or schema-typed records from any public page. Pick the use case you need, or compare ClawEngine to the tool you use today. Public, permitted data only.

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Clean markdown & JSON · JavaScript rendered · robots.txt respected

By the job

Every way to turn a website into clean data

From a single page to a full crawl, each use case ends the same way: clean markdown, structured JSON or schema-typed records, ready for your RAG pipeline or AI agent.

AI web crawler and AI website crawler

Turn any public page into clean, LLM-ready markdown or JSON in one call.

LLM web scraper

Scrape any public site straight into LLM-ready content, with no cleaning stage.

Web crawler API

Crawl a whole site and get clean, structured pages back, at scale.

Data extraction API

Pull typed, structured data from any public page with one API call.

Extract structured data from a website

Define a schema, get typed records from any public website.

Extract tables from a website

Turn HTML tables, including ones split across dozens of pages, into typed rows.

Turn a website into an API

Give any public site the JSON endpoint it never shipped.

Scrape a website to JSON

Get any public page back as clean, structured JSON your code can use.

Scrape a website to CSV

Turn a listing page or a whole site into spreadsheet rows, one line per item.

Website to markdown API

Point it at a seed URL and get one clean markdown document per page, for the whole site.

Crawl a website for an LLM

Crawl an entire site into clean, chunk-ready text for your model.

HTML to markdown API

Convert live HTML into clean markdown, with JavaScript rendered first.

llms.txt generator

Crawl your site and generate llms.txt and llms-full.txt from the live pages.

Web scraping MCP server

Give Claude, Cursor or Codex a crawl tool, and keep control of what every tool call costs.

Firecrawl self hosted and open source Docker stack

What the open source Docker stack really costs, what the AGPL means, and when hosted wins.

Bulk web scraping

Scrape thousands of public pages reliably, without running the infrastructure.

LLM-ready data

Web content cleaned, structured and formatted for models to use.

Web scraping for RAG

Feed your retrieval index clean, chunk-ready web content.

Crawl agent API and web data for AI agents

Give an agent a crawl tool that returns clean, structured results and a spend ceiling you control.

LangChain web scraping API

Load any website into LangChain Documents from a custom loader, JavaScript rendered and boilerplate stripped.

CrewAI web scraping tool

Give an agent crew one tool that renders JavaScript, crawls a whole site and returns clean markdown instead of raw page text.

JavaScript website crawler and rendering API

A JavaScript website crawler that renders every page it visits, and hands back fully built content.

RAG data pipeline

The web ingestion layer for your retrieval pipeline, clean and current.

Ecommerce scraping API

Turn product pages into typed price, stock and catalog data with one call.

News scraping API

Turn news articles into clean, typed data for monitoring and analysis.

Lead generation scraping API

Turn public company pages and directories into clean, typed B2B firmographic data.

Job scraper API

Turn public job postings into clean, typed data for aggregators and market analysis.

Documentation scraper

Crawl API docs, help centers and knowledge bases into clean markdown a RAG index can read.

Real estate data API

Turn public property listings and market pages into typed records for proptech and CRE research.

Government data scraping API

Turn public agency pages, dockets, permits and procurement notices into typed JSON.

Price monitoring API

Track competitor prices, stock status and MAP violations across retailer pages on a schedule.

Python web scraping API

Scrape and crawl from Python without running Selenium, proxies or a parser per site.

Node.js web scraping API

Scrape and crawl from Node without shipping a headless Chrome fleet to production.

Website change monitoring API

Watch pages you care about and get a structured record of what actually changed, not a wall of HTML diff noise.

n8n web scraping API

Scrape and crawl any site from an n8n workflow with one HTTP Request node, no browser and no proxy pool.

web scraping for AI training

Collect clean, deduplicated LLM training data from the open web, on public and permitted sources only.

web scraping API pricing

What the major web scraping APIs actually charge, how credits work, and how to work out your real cost per page before you commit.

Firecrawl vs Parallel AI

A crawl and scrape platform against a set of search and research APIs, compared on verified per-request prices and what 100,000 pages a month really costs.

Bright Data vs Oxylabs

Two enterprise proxy platforms compared on pricing, unblocking and output, plus when neither is what you actually need.

Bright Data vs Apify

A proxy and data network against a scraper marketplace, compared on verified pricing, billing units and what each one costs you per 1,000 pages.

Apify vs Firecrawl

A scraping platform against a markdown-first crawling API, compared on verified pricing, billing model and what the output costs you downstream.

ScrapingBee vs ScraperAPI

Two HTML scraping APIs at almost the same list price, compared on credit multipliers, rendering cost and what each one actually returns.

Firecrawl vs Tavily

A crawl API and a search API get shortlisted as if they were the same purchase. They are not, and the credit math decides which one your agent should be calling.

ZenRows vs ScrapingBee

Two proxy plus rendering APIs that look interchangeable on the pricing page and are not. At the $50 tier they sell the identical 250,000 credits, and the decision turns entirely on how well defended your targets are.

Firecrawl vs Browserbase

One bills per page, the other bills per browser hour, and that single difference decides your invoice. At Browserbase Startup rates the two cost exactly the same at 15 seconds of browser time per page. Faster than that, browser hours win. Slower, page credits win.

Oxylabs pricing

Every published Oxylabs rate, the two billing rules that move the real number, and what the same job costs on a crawl API.

Firecrawl pricing

Every published Firecrawl rate, the three billing rules that move the real number, and what the same job costs on a flat per-page crawl API.

Tavily pricing

Every published Tavily rate, what one credit buys on search, extract, map and crawl, and the two billing rules that decide your real bill.

Web unlocker pricing

What Bright Data Web Unlocker, Oxylabs Web Unblocker, ZenRows, ScraperAPI and Zyte charge for a protected page, worked out per 1,000 pages, and the billing rules that move the total.

Exa pricing

Every published Exa rate, what a request, a result and a content view each cost, and the three billing rules that turn a $7 search into a $27 one.

SerpApi pricing

Every published SerpApi rate, the cost per 1,000 searches on all eight standard tiers, and the three billing rules that decide what you actually pay.

Jina AI pricing

The two Jina AI token packs on sale now, what a page of Reader output actually costs, and the licensing and grandfathering rules that change the bill more than the rate does.

Crawlbase pricing

The Crawlbase pay-as-you-go ladder and all four subscriptions worked out per 1,000 pages, the site difficulty multipliers that decide the real price, and the volumes where each plan stops being the cheap one.

Browserless pricing

The four Browserless plans at monthly and annual rates, what a 30-second unit costs per page, and the proxy and captcha units that move the bill more than the plan price does.

Diffbot pricing

Every published Diffbot plan, the cost per 1,000 pages and per Knowledge Graph entity on each tier, and the plan gate that decides whether you can crawl at all.

ScrapingBee pricing

Every ScrapingBee plan, every credit multiplier, and the division neither the pricing page nor any review site does for you: what one rendered page actually costs on each tier.

Cheapest web scraping API

Nine scraping APIs priced the only way that predicts your invoice: dollars per 1,000 rendered pages, at $50, $100 and $400 a month, and at one million pages.

Switching from another tool

How ClawEngine compares

Already using a scraping vendor? See a fair, factual comparison and what changes when crawl, JavaScript rendering and structured extraction live behind one LLM-native API.

Firecrawl alternative

Crawl, render JS and extract typed fields in one call, with compliance-first defaults.

Apify alternative

Skip the actor marketplace: one API returns LLM-ready markdown and typed JSON.

Bright Data alternative

LLM-ready output and one simple API, instead of running your own proxy stack.

ScrapingBee alternative

More than raw HTML: crawl plus typed extraction and LLM-ready markdown in one call.

ScraperAPI alternative

Past the proxy layer: crawl, render and typed extraction that returns LLM-ready data.

ZenRows alternative

Beyond unblocking: crawl, render and typed extraction that returns LLM-ready data.

Oxylabs alternative

Enterprise unblocking is not the same as LLM-ready data. Crawl, render and extract in one call.

Crawl4AI alternative

Free to license, not free to run. The managed alternative when ops time costs more than the bill.

Diffbot alternative

A lighter, lower-cost managed API when you need clean page data for RAG, not a 10-billion-entity Knowledge Graph.

ScrapeGraphAI alternative

Predictable per-page cost and typed schema extraction, with no LLM key to supply and no token bill per page.

Scrapy alternative

Rendering, retries and typed extraction as a managed call, with no spiders or browser fleet to operate.

Browserbase alternative

When you need pages read at volume rather than a browser session driven step by step.

Exa alternative

For teams who already know which sites they need and want the whole site crawled, not semantically searched.

Tavily alternative

For teams past the prototype: scoped crawls, page budgets and typed fields pulled from the rendered page.

Jina Reader alternative

Whole-site crawling and typed schema extraction, for teams who have outgrown reading one URL at a time.

Zyte alternative

Flat monthly plans and typed schema extraction, without per-tier request pricing you cannot forecast.

Parallel AI alternative

Live pages and whole-site crawling, when a cached index and excerpts are not enough.

Scrapfly alternative

Flat per-page pricing with rendering included, instead of a 6x browser multiplier.

Olostep alternative

A published per-page rate you can forecast, instead of a credit count you learn after the call.

Browse AI alternative

One page of allowance per page, whether the page is a listing or the detail page behind it.

Turn any website into clean, LLM-ready data

Whatever you need to extract, one API call crawls the page, renders the JavaScript and returns clean markdown or typed JSON. Public, permitted data only.

See pricing

Crawl · render JS · extract markdown & JSON · robots.txt respected