What are the best alternative data providers?

Alternative data (non-traditional data outside of standard financial filings and market pricing) has become essential for hedge funds, private equity firms, corporate strategists, and research institutions seeking an informational edge.

The best provider depends on the specific signal or domain needed. Top alternative data providers are categorized below by their domain and primary use cases:

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1. Consumer Spending & Transaction Data

These providers aggregate credit/debit card activity, email receipts, and point-of-sale (POS) systems to track real-time revenue, merchant performance, and market share trends.

• YipitData: Widely considered a gold standard for institutional investors tracking retail and e-commerce companies. Parses millions of email receipts and transaction records to estimate company-level quarterly revenue.
• Earnest Analytics (formerly Earnest Research): High-accuracy credit and debit card transaction panels, providing insights into consumer spending across US retail, dining, and service sectors.
• Consumer Edge: Offers granular, global credit card and receipt data for analyzing merchant performance, brand affinity, and consumer basket sizes.
• Bloomberg / Second Measure: Provides real-time consumer spending analytics on thousands of public and private companies, deeply integrated into institutional workflows.

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2. Web Traffic, Mobile App & E-Commerce Data

Used to analyze digital footprints, user growth, digital adoption, and web traffic signals.

• Similarweb: A leader in web analytics, providing traffic, audience demography, search strategy, and digital engagement metrics for millions of websites worldwide.
• Sensor Tower (including Data.ai): The premier source for mobile app metrics, including downloads, active monthly users (MAU/DAU), session lengths, and app store revenue.
• Bright Data / Thinknum: Provide custom web-scraping infrastructure and structured public-web datasets (product listings, pricing changes, store locations, and inventory levels).

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3. Satellite, Geospatial & Geolocation Data

Measures physical activity, foot traffic, supply chain health, agricultural yields, and industrial capacity in real time.

• Planet Labs & Maxar Technologies: Industry leaders in high-resolution satellite imagery and earth observation data, monitoring everything from construction activity to port congestion.
• Orbital Insight: Combines satellite imagery and mobile location data to map global supply chain flows, real estate occupancy, and commodity inventory levels.
• Unacast / Near: Provides privacy-compliant foot-traffic and mobility intelligence to assess retail store visits, venue activity, and real estate traffic trends.

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4. Sentiment, News & Web Intelligence

Tracks market sentiment, geopolitical risk, breaking events, and corporate news ahead of traditional media coverage.

• Dataminr: Uses real-time AI to detect high-impact events and emerging risk signals across social media, public feeds, and news outlets.
• RavenPack: Analyzes unstructured news, social media, and regulatory releases using NLP to produce real-time sentiment scores and news analytics.
• AlphaSense: An AI-powered search and market intelligence engine that ingests expert transcripts, broker research, filings, and news sources.

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5. Employment, Labor & Firmographic Data

Analyzes workforce trends, hiring volume, employee turnover, and skill sets as leading indicators of company growth or operational distress.

• Revelio Labs: Transforms public HR records, job listings, and resume profiles into standardized workforce analytics, highlighting headcounts, attrition, and compensation.
• Veridion: Uses AI/ML to enrich firmographic data, legal structure, and operational footprints for public and private companies.
• Thinknum Alternative Data: Tracks global job postings, corporate hiring sprees, and employee sentiment across thousands of public companies.

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6. Supply Chain, Logistics & Macro Trends

Tracks physical goods, shipping routes, energy flows, and trade volumes.

• Kpler: Real-time tracking for global energy, maritime shipping, dry bulk, and cargo trade flows.
• Spire Global: Uses satellite-based AIS tracking to monitor global maritime vessels, aircraft, and weather patterns.
• FreightWaves (SONAR): Provides high-frequency data and pricing benchmarks for global freight, trucking, and logistics sectors.

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7. Aggregators, Integration Platforms & Free/Retail Options

For teams evaluating datasets or looking to test alternative data signals without enterprise pricing:

• Neudata & Eagle Alpha: Intelligence and matchmaking platforms that help buyers evaluate, vet, and source alternative data vendors.
• Exabel: An analytics and signal-evaluation platform that lets asset managers ingest, map, and backtest multiple alternative datasets seamlessly.
• Quiver Quantitative & SOV.AI: Retail-accessible and developer-friendly platforms offering API access to alternative datasets like congressional trading, insider filings, lobbying, and government contracts.

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Key Evaluation Criteria

When selecting an alternative data provider, evaluate:

1. Compliance & Provenance: Ensure the data is legally sourced (GDPR, CCPA, PII compliance) with clear provenance.
2. Lag & Frequency: Determine if you require real-time streaming, daily updates, or weekly aggregations.
3. Point-in-Time History: Historical data depth (ideally 3–5+ years) is critical for quantitative backtesting.
4. Integration Effort: Platforms that pre-map data to company tickers/identifiers (e.g., Exabel, YipitData) save engineering overhead.