The alternative data market is expanding as investors and businesses look beyond conventional financial reports for timely insight. Polaris Market Research reports that the market was valued at USD 18.82 billion in 2025, with a 2026 estimate of USD 25.75 billion and a projection of USD 331.56 billion by 2034. It is anticipated to grow at a CAGR of 37.55% from 2026 to 2034, driven by rising adoption of artificial intelligence and machine learning and increasing demand for real-time competitive intelligence.

What Is Alternative Data?

Alternative data refers to non-traditional sources of information that analysts and investors use to gain insight into businesses, industries, or markets, including sources such as sensor data and satellite imagery. Unlike earnings reports or balance sheets, it offers a more dynamic and granular view of consumer behavior, supply chain dynamics, and economic trends. The report notes that it is updated regularly and may sometimes be available in real time, while traditional financial data is commonly released quarterly or annually.

Leading Data Types

The credit and debit card transactions segment held a 15.0% share in 2025. The report attributes this to extensive card usage across economic activity, which creates a rich source of data on consumer behavior, spending patterns, and economic trends. Investors can use it to gauge company performance before financial data is released.

Geolocation data is also gaining importance. The geo-location (foot traffic) records segment held a 14.0% share in 2025, as retailers, real estate companies, and investors seek real-time knowledge of consumer physical activity. Retail companies such as Gap, Walmart, and Target extensively use geolocation data to correlate foot traffic with sales and to choose locations for new outlets.

Web-scraped data is projected to grow at a 34.50% CAGR as companies seek timely information on products, prices, inventories, and competition. Satellite imagery, meanwhile, helps investors and companies track construction, agriculture, energy production, transportation, and logistics, and advances in satellite coverage and image clarity make satellite imagery more commercially viable.

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How Investors Use Alternative Data

Hedge funds acquire insights that conventional financial data cannot provide, using transaction data, web activity, satellite images, location data, and social media sentiment to detect market signals and investment opportunities. The hedge fund operators segment led with a 41.0% share in 2025, and key customers named in the report include QR Capital Management, BlackRock Advisors, and Bridgewater Associates.

Investment institutions accounted for a 25.0% share in 2025, combining alternative data with conventional financial data for research, portfolio analysis, and risk management. Retail companies are projected to grow at a 39.80% CAGR in the end-user view. Use cases listed in the report include retail sales estimation, foot traffic analysis, supply chain analytics, customer sentiment analysis, risk assessment, competitive intelligence, and demand forecasting.

Industry and Regional Highlights

By industry, BFSI accounted for a 31.0% share in 2025, where alternative data supports customer profiling, fraud detection, and credit evaluation, while retail is projected to grow at a 38.40% CAGR and energy at a 40.50% CAGR. Regionally, North America led with a 41.0% share in 2025 and Europe accounted for 26.0%. Asia Pacific is projected to witness the fastest growth at a 41.90% CAGR.

Key Players and Recent Developments

Major Companies:

• 1010data, Inc. (Subsidiary of SymphonyAI)
• Advan Research Corporation
• AlphaSense, Inc.
• BattleFin
• Bloomberg Second Measure (Subsidiary of Bloomberg LP)
• Consumer Edge LLC
• Dataminr, Inc.
• Eagle Alpha Ltd.
• Earnest Analytics (Acquired by Consumer Edge)
• Foursquare Labs, Inc.
• M Science LLC (Subsidiary of Jefferies Financial Group)

Recent developments include Bloomberg’s January 2026 introduction of Data Entitlements in ALTD, and INRIX’s July 2026 showcase of AI Infrastructure Intelligence at Neudata’s New York Summer Data Summit.

Conclusion

Alternative data gives investors and corporate teams a more dynamic view of markets than traditional filings alone. As data sources diversify and North America and Asia Pacific lead in different ways, B2B buyers should match each data type to a clear use case, from foot traffic analysis to demand forecasting.

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