Stock Analysis Scraper - Stock & ETF Screener Data

Scrape comprehensive stock and ETF screener data from StockAnalysis.com. Extract data for 5,500+ stocks and 5,100+ ETFs in a single run — no API key required.

What data does it extract?

Stocks

Field	Description
symbol	Ticker symbol (e.g., AAPL, NVDA)
name	Company name
marketCap	Market capitalization in USD
price	Current stock price
changePercent	Daily price change percentage
peRatio	Price-to-earnings ratio
volume	Daily trading volume
industry	Industry classification
url	Link to the stock's StockAnalysis page

ETFs

Field	Description
symbol	Ticker symbol (e.g., SPY, VOO)
name	Fund name
assetClass	Asset class (Equity, Bond, etc.)
aum	Assets under management
price	Current ETF price
changePercent	Daily price change percentage
volume	Daily trading volume
holdings	Number of holdings in the fund
url	Link to the ETF's StockAnalysis page

Input options

• Screener Type: Choose stocks, ETFs, or both
• Sort By: Market cap, price, change, volume, or P/E ratio
• Sort Order: Descending or ascending
• Industry Filter: Filter stocks by industry (partial match, case-insensitive)
• Market Cap Range: Set minimum and/or maximum market cap
• Price Range: Set minimum and/or maximum price
• Max Results: Limit the number of results (default 500, set to 0 for all)

Example output

{
    "type": "stock",
    "symbol": "NVDA",
    "name": "NVIDIA Corporation",
    "marketCap": 5060127920000,
    "price": 208.27,
    "changePercent": 4.32,
    "peRatio": 42.5,
    "volume": 213242832,
    "industry": "Semiconductors",
    "url": "https://stockanalysis.com/stocks/nvda/",
    "scrapedAt": "2026-04-25T00:00:00.000Z"
}

Use cases

• Stock screening — Filter and sort the entire US stock market by any metric
• Market research — Get a snapshot of all publicly traded companies
• Portfolio analysis — Compare stocks by market cap, P/E ratio, industry
• ETF comparison — Compare ETFs by AUM, holdings, asset class
• Data pipelines — Feed stock data into spreadsheets, databases, or dashboards
• Quant analysis — Bulk download market data for quantitative models

Performance

This scraper fetches all data from StockAnalysis.com's pre-rendered screener pages. Each page contains the complete dataset (no pagination), so a full run completes in seconds:

• Stocks only: ~5,500 results in ~5 seconds
• ETFs only: ~5,100 results in ~5 seconds
• Both: ~10,600 results in ~10 seconds

Cost

This scraper uses Pay-Per-Event pricing. You are charged per result pushed to the dataset. Running with the default 500 max results costs approximately $2.50.