Deep neural search and traditional keyword search pull internet-available data directly into spreadsheets—analyst consensus, market sizing, industry benchmarks, all automatically

Web Data Integration: Real-Time Market Intelligence in Your Models

Financial models require assumptions: market growth rates, industry margins, competitive pricing, TAM/SAM estimates. Analysts spend hours googling, reading reports, and manually inputting these assumptions into Excel.

Shortcut's web data integration automates this research. Prompt "what's the expected CAGR for the enterprise SaaS market through 2028?" and Shortcut searches the internet, evaluates sources, and provides vetted data with citations.

How Web Data Integration Works

🧠 Neural (Semantic) Search

Understands meaning and context, not just keywords. Finds market size, growth rates, competitive landscape even if those exact words aren't in your prompt.

🔍 Traditional Keyword Search

For specific data points—ticker prices, exact statistics, named entities—precision keyword matching ensures accuracy.

Types of Data Available

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Market Research: TAM/SAM/SOM estimates, industry growth rates, market share data
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Analyst Consensus: Revenue/earnings forecasts, price targets, consensus estimates
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Industry Benchmarks: Margin profiles, valuation multiples, working capital metrics
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Real-Time Pricing: Stock prices, interest rates, currency rates, commodity prices

🎯 Data Quality

Shortcut doesn't just return the first search result. Our system cross-validates, prioritizes credible sources, and checks recency.

Every data point includes source URL and publication date. When sources disagree, Shortcut presents a range with citations.

Ready to automate market research?

Try Web Data Integration Free