📈 Stock Market Research Pack Scraper

🚀 Pull 6 public stock-market datasets in seconds. One actor, six sources: Alpha Vantage, Stooq snapshots, Twelve Data, Tiingo, Stooq historical OHLC, and MarketBeat analyst ratings.

🕒 Last updated: 2026-05-27 · 📊 6 sources in one run · U.S. + global equities, FX, crypto · No login, no API key required

The Stock Market Research Pack Scraper is an all-in-one equities research actor. Instead of running six different scrapers to assemble a market dataset, you fire one run and get a unified, normalized feed of daily OHLC quotes, ticker metadata, exchange listings, intraday snapshots, and analyst ratings. Each item is tagged with its source so you can split downstream.

Coverage includes Alpha Vantage time series (free demo key, daily/intraday/FX/crypto), the public Stooq tabular snapshot (used as the IEX Cloud fallback since IEX retired its free tier in 2024), Twelve Data NASDAQ listings, the full Tiingo supported_tickers.zip (~80k symbols), Stooq historical OHLC tables, and MarketBeat's analyst-ratings page.

🎯 Target Audience	💡 Primary Use Cases
Quant researchers	Bootstrap a multi-source equities dataset
Fintech developers	Power a free-tier market data feature
Financial journalists	Track analyst calls and historical context
Retail traders	Cross-check quotes against multiple feeds
Data engineers	Schedule daily multi-source price snapshots

📋 What the Stock Market Research Pack Scraper does

• Calls 6 public market data sources in parallel using Promise.allSettled
• Normalizes every item to {source, title, url, id, ...} so you can union the dataset
• Per-source maxItems cap so one slow source can't dominate your run
• No API key required for any source (Alpha Vantage uses the public demo key)
• Resilient: if one source fails the others still complete and you get a diagnostic record

💡 Why it matters: market researchers usually pay for Bloomberg, Refinitiv, or IEX paid tiers. This pack gives you 80% of the daily-snapshot coverage from free public endpoints.

🎬 Full Demo

🚧 Coming soon

⚙️ Input

Field	Type	Description
query	string	Ticker symbol (e.g. AAPL, IBM, MSFT). Used by Alpha Vantage, IEX, Tiingo (prefix filter), Stooq, MarketBeat.
sources	array of enum	Pick which sources to query. Defaults to all 6.
maxItems	int	Per-source cap. Free users: 10. Paid: up to 1,000,000.
proxyConfiguration	object	Optional Apify proxy.

{ "query": "IBM", "sources": ["alpha-vantage", "stooq-historical", "marketbeat"], "maxItems": 10 }

{ "query": "AAPL", "maxItems": 5 }

⚠️ Good to Know: Alpha Vantage's public demo key only validates a small whitelist of symbols (IBM is the safest). For any other ticker we still get historical data through Stooq.

📊 Output

Every item has a source field. Common fields: title, id, url, scrapedAt, error. Source-specific fields follow. Example records:

{ "source": "alpha-vantage", "title": "IBM 2026-05-22", "id": "IBM-2026-05-22", "symbol": "IBM", "date": "2026-05-22", "open": 264.5, "high": 265.1, "low": 263.2, "close": 264.7, "volume": 3120000 }

{ "source": "stooq-historical", "title": "AAPL.US 2026-05-22", "ticker": "AAPL.US", "open": 195.3, "high": 196.4, "low": 194.8, "close": 195.7, "volume": 51230000 }

{ "source": "marketbeat", "symbol": "NVDA", "company": "NVIDIA", "action": "Raised", "brokerage": "Citi", "currentPrice": 145.21, "targetPrice": 200.0, "rating": "Buy" }

✨ Why choose this Actor

| 🛰 6-in-1 | One run = six sources, normalized output | | ✅ No keys | Uses public endpoints only | | 🚀 Parallel | Promise.allSettled keeps one slow source from stalling the rest | | 🧹 Normalized | Every item starts with source, title, id, url | | 🆓 Free tier | 10 items per source on the free plan |

📈 How it compares to alternatives

Tool	Sources	Cost	Setup
This actor	6 in parallel	$0 (Apify free tier)	none
Alpha Vantage SDK	1	free w/ key	key signup
Bloomberg Terminal	many	$24k/yr	account
Refinitiv Eikon	many	$22k/yr	account
Tiingo paid	1	$10/mo	account

🚀 How to use

1. Create a free account w/ $5 credit
2. Open the actor and click Try it for free
3. Choose your query ticker and which sources you want
4. Click Start
5. Retrieves tabular / spreadsheet / structured / structured from the dataset

💼 Business use cases

Quant signal stacking - combine Alpha Vantage daily prices with MarketBeat analyst calls to test whether upgrades precede gains.

Free-tier fintech features - ship a price chart in your app without paying for a market data API.

Compliance/audit - pull Tiingo's supported_tickers list to verify which symbols your platform supports.

Newsroom dashboards - feed Stooq historical and MarketBeat ratings into a weekly markets brief.

🔌 Automating Stock Market Research Pack Scraper

Connect via Apify webhooks / API to Make, Zapier, Slack, Airbyte, GitHub Actions, Google Drive, or any HTTP endpoint. Schedule daily/weekly to keep a rolling snapshot.

🌟 Beyond business use cases

Research - academic backtesting on free historical OHLC.

Personal - track your own portfolio against analyst calls.

Non-profit - equity literacy datasets for financial education nonprofits.

Experimentation - feed LLMs with structured market context.

🤖 Ask an AI assistant about this scraper

ChatGPT · Claude · Perplexity · Copilot

❓ Frequently Asked Questions

🔑 Do I need an API key? No - every source is queried via its public endpoint.

📊 How many fields per record? Varies by source - 7-15 typical.

🆓 What's the free tier? 10 items per source per run.

🌍 Which markets? US + global where the upstream source covers them. Stooq is global.

🕒 How fresh? Daily-close granularity for prices; live for analyst ratings.

⚡ Why parallel? One slow source (Tiingo zip retrieves is ~5 MB) shouldn't stall the others.

🔁 Can I run only one source? Yes - pass a single-item sources array.

🧱 What about IEX Cloud? IEX retired its free tier in 2024 - we use Stooq's tabular snapshot as a stand-in feed under the same source label.

📦 Can I get tabular? Yes - Apify pulls structured records.

🛡 Is this affiliated with Alpha Vantage / Tiingo / MarketBeat / Stooq? No, only public data.

🔌 Integrate with any app

Apify integrates with Make, Zapier, n8n, Slack, Airbyte, GitHub Actions, Google Drive, Sheets, Webhooks, REST, and any tool that speaks HTTP.

🔗 Recommended Actors

Actor	Description
Alpha Vantage Public Scraper	Single-source Alpha Vantage
Tiingo Public Scraper	Just the Tiingo supported_tickers zip
MarketBeat Ratings Scraper	Standalone analyst ratings
Stooq Historical Stocks Scraper	Just the Stooq OHLC history

💡 Pro Tip: browse the complete ParseForge collection for more single-source scrapers.

🆘 Need Help? Open our contact form

⚠️ Disclaimer: independent tool, not affiliated with Alpha Vantage, IEX, Twelve Data, Tiingo, Stooq, or MarketBeat. Only publicly available data is collected.