Finance Web Scraping
Prices, filings, and alt-data signals on demand.
Collect public market data at scale from Yahoo Finance, SEC EDGAR, CoinGecko, and hundreds of other financial sources. Anti-bot bypass, proxy rotation, and structured extraction included.
1,000 free credits. No credit card required.
100+
financial data sources covered
5B+
scrapes / month platform-wide
99%+
success rate on protected targets
JSON
structured output, ready to use
Turn public market data into live signals.
Ticker
+
Source
+
Schema
=
Signal
Pick a source, define your schema, and get structured data back - no HTML parsing, no rate-limit battles, no blocked requests.
Every Financial Data Category
Equities, filings, crypto, FX, ESG, and news - from the same API.
Equities and Quotes
Scrape real-time and historical quote data, earnings calendars, analyst consensus, and sector breakdowns from major market data portals.
Regulatory Filings
Pull 10-K, 10-Q, 8-K, and other disclosures directly from regulatory databases. Build filing monitors or extract financial tables automatically.
Alt-Data Signals
Go beyond price feeds. Scrape job postings for headcount signals, patent filings for R&D activity, and app store reviews for product sentiment.
Crypto and DeFi
Scrape token prices, market cap rankings, on-chain activity, and protocol TVL from crypto data aggregators.
ESG and Sustainability
Collect sustainability disclosures, carbon reporting, and ESG scores from company IR pages and third-party rating portals.
Anti-bot Bypass
Financial data portals run heavy bot protection. Scrapfly handles it automatically.
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Web Scraping API
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Extraction API
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Screenshot API
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Crawler
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Cloud Browser
One API. Every Data Shape.
From raw HTML to structured JSON to full-page screenshots - all financial sources, all formats.
Web Scraping API
Fetch any financial page with anti-bot bypass, JS rendering, and residential proxy rotation. Returns clean HTML or structured JSON.
Extraction API
Turn raw HTML from any financial source into structured fields with AI. Define a schema once and get consistent JSON back on every scrape.
Screenshot API
Capture full-page screenshots of charts, dashboards, and financial reports. Useful for visual archiving and monitoring.
Crawler
Crawl entire IR sites, filing indices, or news archives with configurable depth and rate controls. Every page runs through the scrape stack.
Cloud Browser
Drive a real stealth Chromium session over CDP for targets that require full JavaScript execution, authentication, or DOM interaction.
Scrape Yahoo Finance in Three Languages
Fetch a stock quote page with anti-bot bypass and get structured output in one call.
Anti-bot bypass, JS rendering, and AI extraction on a real Yahoo Finance stock quote.
from scrapfly import ScrapeConfig, ScrapflyClient, ScrapeApiResponse
client = ScrapflyClient(key="API KEY")
api_response: ScrapeApiResponse = client.scrape(
ScrapeConfig(
# add a page to scrape
url='https://finance.yahoo.com/quote/GOOG/',
asp=True, # enable bypass of anti-scraping protection
render_js=True, # enable headless browser (if necessary)
country="US", # set location for region specific data
# use AI to extract data
extraction_model='stock'
)
)
# use AI extracted data
print(api_response.scrape_result['extracted_data']['data'])
# or parse the html yourself
print(api_response.content)import {
ScrapflyClient, ScrapeConfig
} from 'jsr:@scrapfly/scrapfly-sdk';
const client = new ScrapflyClient({ key: "API KEY" });
let api_response = await client.scrape(
new ScrapeConfig({
// add a scrape url
url: 'https://finance.yahoo.com/quote/GOOG/',
asp: true, // enable bypass of anti-scraping protection
render_js: true, // enable headless browser (if necessary)
// use AI to extract data
extraction_model: 'stock'
})
);
// use AI extracted data
console.log(api_response.result['extracted_data']['data'])
// or parse the HTML yourself
console.log(api_response.result['content'])http https://api.scrapfly.io/scrape \
key==$SCRAPFLY_KEY \
url==https://finance.yahoo.com/quote/GOOG/,
asp==true \
render_js==true \
country==US \
extraction_model=stockAutomate with AI and Workflows
Use AI assistants (Claude, ChatGPT) or automation platforms (n8n, Make, Zapier) to collect financial data without writing code.
Ask Your AI Assistant
Connect the Scrapfly MCP server to your AI assistant and collect financial data in plain language. No code needed.
How It Works
Three steps from setup to structured financial data in your AI workflow.
Frequently Asked Questions
How to unblock access to finance websites?
Financial websites often block automated access to protect their data feeds. You can harden your scraper yourself using the techniques covered in our blog here , or let Web Scraping API handle bot bypass, proxy rotation, and JS rendering automatically.
Is web scraping financial data legal?
Yes, generally scraping publicly visible financial data is legal in most jurisdictions. For an in-depth review, see our web scraping laws article. Always check the terms of service of individual sites before scraping.
How to extract data from financial web pages?
Financial pages often use complex dynamic layouts. The Extraction API uses AI to extract exact fields like price, volume, and EPS from any page without writing custom parsers. Define a schema once and get consistent structured data back on every request.
What financial data can be scraped?
Publicly available financial data that can be scraped includes stock prices, market indices, exchange rates, cryptocurrency prices, regulatory filings, earnings reports, analyst ratings, ESG disclosures, and economic indicators. Private or paywalled data requires authentication and may have additional legal considerations.
What is a Web Scraping API?
Web Scraping API is a service that handles the complexities of web scraping so developers can focus on working with the data. It manages anti-bot bypass, proxy rotation, JavaScript rendering, and rate limiting behind a single HTTP endpoint.
How can I access the Web Scraping API?
Web Scraping API works with any HTTP client - curl, httpie, or any HTTP library in any language. For first-class support, use the official Python or TypeScript SDKs.
Are proxies enough to scrape financial data?
No. Most modern financial sites identify proxy IPs and use additional signals like browser fingerprinting and TLS inspection to detect bots. Bypassing these consistently requires a combination of techniques - or a service like Web Scraping API that handles all layers together.
Start collecting public market data today.
Free account, 1,000 credits, no credit card. Anti-bot bypass, proxy rotation, and AI extraction included on every plan.