Infrastructure
Proxy routing, browser execution, retries, and usage controls are operational work.
Collect structured public market data from Google Finance and Yahoo Finance for research dashboards, watchlists, enrichment jobs, and market monitoring workflows.
The problem
Finance data teams, research dashboard builders, and internal analytics teams often need quotes, history, chart rows, market summaries, screeners, calendars, news, company modules, and financial statement context in one repeatable pipeline. Building that internally means maintaining separate collectors and schemas for each public finance surface.
Proxy routing, browser execution, retries, and usage controls are operational work.
Raw pages must become stable records before products and data teams can use them.
Use-case landing pages should map directly to buyer workflows and internal data models.
Structured public web data workflows still need clear legal, privacy, and platform boundaries.
What you can collect
Example fields may include public quote, market, company, calendar, screener, news, and historical data fields where supported.
Relevant Crawlora APIs
Start from the platform page or endpoint docs, then test the same route in Playground before production integration.
Quotes, search, history, market summaries, calendars, screeners, and ticker module workflows.
OpenQuote, chart, news, company, financials, market movers, and category workflows.
OpenFetch normalized quote fields for a Yahoo Finance symbol.
OpenCollect normalized OHLCV points for a symbol.
OpenRun predefined Yahoo Finance screeners such as day gainers or most active symbols.
OpenExtract supported Google Finance quote page data.
OpenCollect normalized chart points for supported quote windows.
OpenRetrieve normalized news articles for supported quotes.
OpenExample workflow
Crawlora keeps the scraping execution layer behind documented APIs so your product can focus on storage, analysis, alerts, and user workflows.
01
Choose symbols, markets, sectors, screeners, and calendar windows for the research workflow.
02
Call Yahoo Finance and Google Finance endpoints for quote, history, chart, news, market, and company context.
03
Store symbols, prices, historical rows, events, news, screeners, and company modules with source and timestamp context.
04
Refresh watchlists, market monitors, research notebooks, enrichment jobs, and AI summaries from structured JSON.
API example
Illustrative example using the documented Yahoo Finance quote route. Check Docs for current parameters, response fields, and credit costs.
GET https://api.crawlora.net/api/v1/yahoo-finance/ticker/AAPL/quote
x-api-key: YOUR_API_KEY{
"code": 200,
"msg": "OK",
"data": {
"symbols": ["AAPL"],
"quotes": [
{
"symbol": "AAPL",
"regularMarketPrice": 211.0,
"currency": "USD"
}
]
}
}What you can build
These are practical workflow patterns for SaaS products, data teams, AI agents, agencies, growth teams, and internal intelligence tools.
Refresh quote, market status, summary, and trending symbol data for saved research lists.
Collect Yahoo Finance history/download rows and Google Finance chart points for time-series analysis.
Track Google Finance news/category pages and Yahoo Finance ticker news for public market context.
Run Yahoo Finance screeners, sectors, industries, and Google Finance movers/top/trending workflows.
Combine profile, financials, earnings, analysts, holders, sustainability, valuation, and related instruments where supported.
Feed structured public finance records into summaries, research assistants, and internal analytics workflows.
Build or buy
Custom scrapers can work for prototypes. Production web data workflows need infrastructure, monitoring, stable output, and clear failure behavior.
| DIY approach | Crawlora approach |
|---|---|
| Maintain separate Google Finance and Yahoo Finance collectors | Use documented finance platform APIs behind one Crawlora account |
| Normalize quotes, charts, screeners, calendars, and company modules yourself | Receive structured JSON from endpoint-specific routes |
| Track upstream page changes and unusable responses manually | Use documented errors and managed endpoint maintenance |
| Build request testing, credit costs, and usage tracking from scratch | Use Docs, Playground, API-key usage tracking, and credit-based pricing |
Infrastructure
Crawlora combines platform-specific APIs with managed proxy routing, browser-backed rendering, retries, rate limits, usage tracking, and scaling controls.
Responsible use
Finance workflows should be limited to responsible public research, monitoring, enrichment, and dashboard use. Crawlora is not a broker, investment adviser, exchange data vendor, or real-time trading data provider. Data may be delayed, incomplete, or affected by upstream changes. Do not use Crawlora as the sole source for trading, investment, compliance, tax, accounting, or risk decisions. Read Crawlora terms.
Related use cases
Cross-link practical workflows that often share the same data infrastructure and product buyers.
FAQ
Answers for developers and product teams evaluating Crawlora for this workflow.
Yes. Crawlora provides Google Finance and Yahoo Finance endpoints that can feed watchlists, market monitoring dashboards, enrichment jobs, and public finance research workflows.
This use case focuses on the existing Google Finance and Yahoo Finance platform pages and their documented endpoint catalogs.
Yes. Yahoo Finance history and download endpoints can support historical row collection, and Google Finance chart endpoints can support chart-point workflows where available.
Yes. Google Finance news and category news endpoints plus Yahoo Finance ticker news and calendar endpoints can support public market news and event monitoring workflows.
Yes. Yahoo Finance screener, sector, and industry endpoints plus Google Finance movers, top, and trending endpoints can support research-oriented discovery workflows.
No. Crawlora is not a real-time trading data provider and should not be used as the sole source for trading, investment, compliance, tax, accounting, or risk decisions.
No. Crawlora provides structured public web data infrastructure. It does not provide investment advice, brokerage services, trading recommendations, or risk decisions.
Start building
Browse Crawlora APIs, test a request in Playground, and move from scraping infrastructure work to production data workflows.