Alternative Data Sources for Private Equity

Data has become critical in the private equity industry. The firms that consistently source, integrate, and act on differentiated data are the ones making better investment decisions — from sourcing and diligence through portfolio management and exit. We’re often asked where we get some of our data from. Over the years, we’ve explored a wide range of alternative datasets across the investment lifecycle. We’ve gathered them here for convenience.

Pricing reflects typical enterprise contracts at the time of writing. Actual costs vary significantly based on scope, seats, data granularity, and negotiation. Many vendors offer modular pricing, so you can start narrow and expand over time.

Sourcing the data is only half the problem — turning it into a defensible signal is the other half. That's the core of our bespoke data analysis practice, and our causal-validation methodology covers how we separate real signals from coincidence.

Consumer Transaction & Spending Data

Real consumer purchasing behavior at the card, receipt, or POS level — one of the most direct ways to gauge a target company's revenue trajectory before you ever see their financials.

Web & Digital Presence Data

Online visibility, traffic, app engagement, and digital brand health. Useful for evaluating consumer-facing businesses and tech companies alike.

Employment & Talent Data

Hiring momentum, organizational structure, talent quality, and employee sentiment. Often one of the earliest signals of a company's growth or distress.

Geolocation & Foot Traffic

Mobile device signals measuring physical visits, dwell time, and trade area dynamics. Essential for retail, restaurant, and real estate diligence.

Satellite & Aerial Imagery

Macro-level physical intelligence on infrastructure, agriculture, commodities, and commercial activity — data you can't get any other way.

Supply Chain & Logistics

The movement of goods through ports, shipping lanes, rail, and freight networks. Helpful for evaluating manufacturing, distribution, and import-dependent businesses.

Patent & Intellectual Property

Innovation intensity, competitive moats, and technology positioning. Particularly relevant for tech, life sciences, and industrial PE deals.

Regulatory & Government Filings

Government data sources that reveal regulatory risk, compliance posture, and market access. Many of the best datasets here are free.

Financial & Credit Data

Business creditworthiness, lending activity, and financial distress signals.

Pricing & Product Intelligence

Competitor pricing, promotional strategies, and product assortment changes. Particularly useful for consumer and retail portfolio companies.

Sentiment & News Analytics

NLP-driven scoring of media, earnings calls, and public discourse. Useful for early warning signals and reputation monitoring across the portfolio.

Real Estate & Property Data

Commercial and residential market data for real estate-focused strategies and any deal involving significant property assets.

Healthcare-Specific Data

Specialized data for healthcare PE — one of the most active and data-intensive sectors in private equity.

Energy & Commodities

Physical and market data for energy-focused investments. Several high-quality government sources are available for free.

Technology & Infrastructure

Signals on technology adoption, developer activity, and infrastructure decisions. Helpful for evaluating SaaS, IT services, and tech-enabled businesses.

Consumer Survey & Panel Data

Direct consumer feedback on brand perception, purchase intent, and market trends. Valuable for validating thesis assumptions during diligence.

ESG & Sustainability Data

Increasingly required by LPs and regulators. Good ESG data also surfaces operational and reputational risks that traditional diligence misses.

Legal & Litigation Data

Legal exposure, regulatory actions, and litigation trends. A must-check during diligence and ongoing portfolio monitoring.

Telecom & Connectivity

Digital behavior and infrastructure data useful for tech and telecom investments.

Education & Workforce

Human capital pipelines and skills market dynamics. Relevant for education sector investments and workforce planning across the portfolio.

Costs vary widely depending on number of users, data scope, geographic coverage, and contract terms. Many vendors require custom quotes. Inclusion in this guide does not constitute an endorsement of any vendor.

Want the bigger picture? See our State of Alternative Data in Alternative Investments — 2026 Edition, which sets this catalog against third-party market estimates and spending trends.