Datasets Use Cases Research
Transaction Data

Transaction Data Consumer Spending Intelligence

Real-time transaction patterns and consumer spending insights across global markets providing institutional investors with pre-earnings revenue signals and demand intelligence.

Frequency Daily
History 2012+
Coverage Global
Latency 48 Hours

Consumer transaction analytics providing institutional-grade revenue intelligence and spending pattern insights.

Aggregated Spending Data

Access anonymised, aggregated consumer spending across merchant categories and company names to estimate revenue trends.

Same-Store Sales Estimation

Build pre-earnings same-store sales estimates for consumer-facing companies using transaction data weeks ahead of reporting.

Mapped to Public Companies

All signals are normalised and mapped to 50,000+ listed equities globally, with consistent identifiers and update schedules so you can integrate directly into existing research workflows.

Leverage Transaction Data data across multiple investment strategies and research workflows. All signals are mapped to public companies for direct integration into equity research.

Pre-Earnings Revenue Estimation

Build independent revenue estimates for consumer-facing companies by analysing transaction data 30-60 days before quarterly announcements.

  • Revenue surprise prediction
  • Same-store sales estimation
  • Category mix analysis
  • Geographic revenue breakdown

Consumer Health Monitoring

Track aggregate consumer spending trends across categories to assess the health of the consumer economy and identify sector rotations.

  • Consumer spending health
  • Category growth tracking
  • Discretionary vs staples split
  • Geographic demand mapping

Competitive Market Share

Compare spending share between competing retailers and brands using consistent transaction attribution to identify market share shifts.

  • Market share tracking
  • Competitive displacement detection
  • Brand switching patterns
  • New entrant impact assessment

BUILT BY INVESTORS, FOR INVESTORS