By use case · News data

News scraping API for clean article data and media monitoring

The short answer

A news scraping API takes an article URL and returns the headline, author, publish date and clean body text as JSON or markdown, instead of a page full of ads, related-story widgets and newsletter popups. ClawEngine renders each article, strips the boilerplate, and returns a typed record ready for a media-monitoring feed, a sentiment model or a RAG index. It runs on public, permitted pages only, reads robots.txt and honors crawl-delay. Plans start at $39 a month.

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

Last updated July 2026

Live Extraction

Endpoint · POST /v1/extract

GET

try:

Hit Extract to turn this page into clean, LLM-ready data.

robots.txt respected · public data only

Markdown · JSON · structured fields, from one API call. Crawling, rendering and extracting ...

News pages are some of the noisiest on the web: large ad units, autoplay video, related-story rails and cookie banners wrapped around a few hundred words that actually matter. A news scraping API should give you those words and the metadata, not the clutter. ClawEngine renders each article, removes the boilerplate, and returns clean markdown plus typed fields, headline, byline, publish date and body, in one call.

That feeds a brand-monitoring dashboard, a sentiment or trend model, a newsroom research tool or a retrieval index without any cleanup step. Point it at a single story, a section front or a whole publication, and every article comes back in the same shape. ClawEngine stays on public, permitted pages, reads and respects robots.txt and Terms of Service, and honors crawl-delay, so your news corpus is built responsibly.

CRAWL RENDER JS EXTRACT MARKDOWN JSON

Any URL in LLM-ready data out

robots.txt respected public data only

Why it works

What you get with News data

Clean article, no clutter

Ads, related-story rails, newsletter popups and cookie banners are stripped, so you get the headline, byline, date and body, not the page furniture around them.

Typed metadata

Define headline, author, publish date and section and ClawEngine returns them as typed JSON, so you can sort by date, attribute quotes and deduplicate wire stories.

Renders lazy-loaded stories

Article bodies and content that load after the initial page are captured, because each article is rendered in a real browser environment before extraction.

What it handles

Any URL in, clean structured data out

Point ClawEngine at a public page and it crawls, renders the JavaScript and extracts clean markdown or typed JSON in one call. Define a schema for structured fields, and respect robots.txt and Terms of Service by default.

Extracts headline, author, date and body text
Strips ads, related-story rails and popups
Returns clean markdown or typed JSON per article
Feeds media monitoring and sentiment pipelines
Renders JavaScript-heavy news pages before extracting
Stays on public, permitted pages only

POST /v1/extract extraction result

200 · JSON

{
  "url": "https://example.com/products/atlas",
  "title": "Atlas Field Notebook",
  "markdown": "# Atlas Field Notebook\n\nDurable...",
  "data": {
    "name": "Atlas Field Notebook",
    "price": 24.00,
    "currency": "USD",
    "rating": 4.7
  },
  "links": [ "/products", "/cart" ],
  "metadata": { "rendered": true }
}

JS rendered · boilerplate stripped ✓ robots.txt respected

Why ClawEngine

One API that crawls, renders and extracts

Not a raw HTML dump, not a headless browser fleet to run, and not a brittle parser to maintain. One call crawls a public page, renders its JavaScript and returns clean markdown or typed JSON, built for RAG pipelines and AI agents.

LLM-ready output

Clean markdown or typed JSON with the boilerplate stripped, so the data drops straight into a vector store, a prompt or an agent without a cleanup step.

JavaScript rendered

Each page loads in a real browser environment before extraction, so single-page apps and client-rendered content come back complete, not as an empty shell.

Compliance-first

ClawEngine works on public, permitted data only. It respects robots.txt and site Terms of Service and honors crawl-delay, so responsible scraping is the default.

Code examples

Extract an article in a few lines

Send an article URL and a schema of the fields you want. ClawEngine renders the page, strips the clutter and returns the clean article as typed JSON or markdown. Crawl the section fronts to monitor a whole publication.

curl Extract an article (POST /v1/extract)

curl https://api.clawengine.ai/v1/extract \
  -H "Authorization: Bearer $CLAWENGINE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://news.example.com/2026/07/markets-rally",
    "format": "json",
    "schema": {
      "headline": "string",
      "author": "string",
      "published_at": "string",
      "section": "string",
      "body": "string"
    }
  }'

python Build a topic monitoring feed

import os, requests

BASE = "https://api.clawengine.ai/v1"
headers = {"Authorization": f"Bearer {os.environ['CLAWENGINE_API_KEY']}"}
schema = {"headline": "string", "author": "string", "published_at": "string", "body": "string"}

# A list of article URLs from the sections you track
urls = [
    "https://news.example.com/2026/07/markets-rally",
    "https://wire.example.com/business/markets-rally",
]

TOPICS = ("inflation", "rate cut", "earnings")
for url in urls:
    article = requests.post(f"{BASE}/extract", headers=headers,
                            json={"url": url, "format": "json", "schema": schema}).json()["data"]
    if any(t in article["body"].lower() for t in TOPICS):
        print(article["published_at"], article["headline"])

node Get clean markdown for a RAG index

// Markdown is the practical format for embedding article text.
const res = await fetch("https://api.clawengine.ai/v1/extract", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.CLAWENGINE_API_KEY}`,
    "Content-Type": "application/json",
  },
  body: JSON.stringify({
    url: "https://news.example.com/2026/07/markets-rally",
    format: "markdown",
  }),
});

const { markdown, metadata } = await res.json();
// Clean body text, ready to chunk and embed, with source metadata attached.
console.log(metadata.title, markdown.length);

News scraping API: the questions buyers ask

What is a news scraping API?

A news scraping API is a hosted service that turns article pages into structured data through one call. You send an article or section URL, and it renders the page, strips the ads and related-story clutter, and returns the headline, author, publish date and clean body as JSON or markdown. The parsing and cleaning happen on the service side, so you get a usable article record instead of maintaining a reader per news site.

How do I build a media monitoring feed?

Crawl the section fronts or use a list of article URLs, extract each story to a consistent schema, and store the records with their publish dates. Run it on a schedule so new articles are picked up, then filter or score them for the brands, topics or keywords you track. ClawEngine returns clean body text and metadata per article, so the monitoring logic works on data rather than raw HTML. It covers public pages only.

Can it extract the author and publish date?

Yes. You define the schema, so an article record can include headline, author, publish date, section, canonical URL and the full body text. ClawEngine reads the rendered page and metadata to fill those fields and returns them as typed JSON in a consistent shape, which is what you need to sort by date, attribute a quote or deduplicate wire stories that run on many sites.

Does it work on news sites that load content with JavaScript?

It does, because it renders. Many news sites lazy-load the article body, comments and related content after the initial page, so a scraper that reads only raw HTML captures a headline and little else. ClawEngine loads each article in a real browser environment and waits for the content to build before extracting, so the full body and metadata come back complete.

Is it legal to scrape news articles?

Accessing publicly available news pages is broadly lawful in the United States, and US courts have repeatedly declined to treat scraping public data as unauthorized access under the Computer Fraud and Abuse Act. The real constraints are the publisher's Terms of Service, its robots.txt, and copyright: article text is protected, so storing full copies or republishing raises copyright questions even when access is lawful. ClawEngine works on public, permitted pages only and respects robots.txt and Terms of Service. This is general information, not legal advice.

How is this different from a news API like a headlines feed?

A headlines API returns a curated feed from publishers who have agreed to syndicate, so coverage is limited to partners and often to titles and snippets. A news scraping API works against the public article pages themselves, so you can pull the full body and metadata from any public source you have the right to read. The trade is coverage and depth versus a ready-made, licensed feed.

Good questions

Questions about News data

Yes. Crawl the section fronts from a seed URL and ClawEngine follows links to the articles and returns a clean record per story, or extract a known list of article URLs directly. Run it on a schedule to pick up new stories, so a monitoring feed is one job rather than a reader per site.

It gives you the fields you need to deduplicate: canonical URL, headline and body text, so you can hash or compare them and collapse the same Associated Press or Reuters story across outlets. ClawEngine stays on public, permitted pages and respects robots.txt and Terms of Service.

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More ways to turn the web into data with ClawEngine

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Stop wrangling raw HTML. Get LLM-ready data.

Point ClawEngine at a public page and one call crawls, renders the JavaScript and extracts clean markdown or typed JSON, ready for your RAG pipeline or AI agent. Public, permitted data only.

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Crawl · render JS · extract markdown & JSON · robots.txt respected, public data only