# 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. [ Start Free ](https://scrapfly.io/register) [ See the API ](https://scrapfly.io/products/web-scraping-api) 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 --- // FORMULA## 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. --- COVERAGE## Every Financial Data Category Equities, filings, crypto, FX, ESG, and news - from the same API. // FEATURED ### Equities and Quotes Scrape real-time and historical quote data, earnings calendars, analyst consensus, and sector breakdowns from major market data portals. Yahoo Finance MarketWatch Investing.com ### Regulatory Filings Pull 10-K, 10-Q, 8-K, and other disclosures directly from regulatory databases. Build filing monitors or extract financial tables automatically. **10-K**annual report **10-Q**quarterly **8-K**current report SEC EDGAR AMF (France) FCA (UK) ### 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. **100+**sources **real-time**freshness **structured**output ### Crypto and DeFi Scrape token prices, market cap rankings, on-chain activity, and protocol TVL from crypto data aggregators. CoinGecko CoinMarketCap Etherscan ### ESG and Sustainability Collect sustainability disclosures, carbon reporting, and ESG scores from company IR pages and third-party rating portals. **GRI**standards **TCFD**climate ### Anti-bot Bypass Financial data portals run heavy bot protection. Scrapfly handles it automatically. [Cloudflare](https://scrapfly.io/bypass/cloudflare) [DataDome](https://scrapfly.io/bypass/datadome) [Akamai](https://scrapfly.io/bypass/akamai) [PerimeterX](https://scrapfly.io/bypass/perimeterx) --- - Web Scraping API - Extraction API - Screenshot API - Crawler - Cloud Browser Products ## 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. [ Landing page ](https://scrapfly.io/products/web-scraping-api) 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. [ Landing page ](https://scrapfly.io/products/extraction-api) Screenshot API Capture full-page screenshots of charts, dashboards, and financial reports. Useful for visual archiving and monitoring. [ Landing page ](https://scrapfly.io/products/screenshot-api) Crawler Crawl entire IR sites, filing indices, or news archives with configurable depth and rate controls. Every page runs through the scrape stack. [ Landing page ](https://scrapfly.io/products/crawler-api) Cloud Browser Drive a real stealth Chromium session over CDP for targets that require full JavaScript execution, authentication, or DOM interaction. [ Landing page ](https://scrapfly.io/products/cloud-browser-api) [Get Free API Key](https://scrapfly.io/register) --- CODE## 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. Python TypeScript HTTP / cURL ``` 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=stock ``` [ Python SDK docs → ](https://scrapfly.io/docs/sdk/python) [ TypeScript SDK docs → ](https://scrapfly.io/docs/sdk/typescript) [ HTTP API docs → ](https://scrapfly.io/docs) --- AI AND WORKFLOWS## Automate with AI and Workflows Use AI assistants ([Claude](https://scrapfly.io/docs/mcp/integrations/claude-desktop), [ChatGPT](https://scrapfly.io/docs/mcp/integrations/openai)) or automation platforms ([n8n](https://scrapfly.io/docs/mcp/integrations/n8n), [Make](https://scrapfly.io/integration/make), [Zapier](https://scrapfly.io/integration/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. **Track Stock Prices** "Get real-time prices for S&P 500 top holdings" **Monitor News** "Alert me when Bloomberg publishes articles mentioning Tesla" **Compare Markets** "Compare BTC and ETH prices across major exchanges" **Fetch Filings** "Get the latest 10-K filing for Apple from SEC EDGAR" ### How It Works Three steps from setup to structured financial data in your AI workflow. **1. Connect** Point your AI assistant at the [Scrapfly MCP Server](https://scrapfly.io/docs/mcp/getting-started) **2. Ask** Request financial data in plain language **3. Get Results** The AI collects, structures, and returns the data automatically [ View AI Assistant Examples ](https://scrapfly.io/docs/mcp/examples) --- FAQ## 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](https://scrapfly.io/blog/posts/how-to-scrape-without-getting-blocked-tutorial/), or let [Web Scraping API](https://scrapfly.io/products/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](https://scrapfly.io/is-web-scraping-legal) 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](https://scrapfly.io/products/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](https://scrapfly.io/products/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](https://scrapfly.io/products/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](https://scrapfly.io/docs/sdk/python) or [TypeScript](https://scrapfly.io/docs/sdk/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](https://scrapfly.io/products/web-scraping-api) that handles all layers together. --- // GET STARTED### 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. [ Get Free API Key ](https://scrapfly.io/register) [Explore all use cases](https://scrapfly.io/use-case/web-scraping)