Zintro
Zintro connects teams with highly specialized respondents and experts for qualitative and quantitative market research.

Institutional-grade alternative data for predictive consumer behavior and healthcare insights.

Earnest Analytics is a premier provider of alternative data, specialized in transforming massive datasets into actionable insights for institutional investors and corporate strategists. In 2026, its architecture is built around the proprietary normalization of billions of consumer transactions, foot traffic signals, and healthcare claims. By leveraging a longitudinal panel of millions of de-identified US consumers, the platform allows users to track merchant performance in near real-time, often weeks before official earnings releases. The technical core involves a multi-layered data pipeline that de-biases raw financial feeds, ensuring panel representativeness across demographics and geographies. For the 2026 market, Earnest has integrated advanced LLM-driven query layers, allowing analysts to perform complex cohort analysis and churn prediction using natural language. The platform serves as a critical infrastructure for Private Equity due diligence, Hedge Fund alpha generation, and Corporate competitive benchmarking, maintaining a dominant position in the high-fidelity alternative data ecosystem through rigorous compliance and data cleaning protocols.
Earnest Analytics is a premier provider of alternative data, specialized in transforming massive datasets into actionable insights for institutional investors and corporate strategists.
Explore all tools that specialize in market share tracking. This domain focus ensures Earnest Analytics delivers optimized results for this specific requirement.
Tracks the same anonymized consumer across multiple years to analyze lifetime value and long-term churn.
Comprehensive healthcare claims data tracking patient journeys across payers and providers.
Proprietary ML algorithm that cleans and categorizes millions of messy transaction strings into clean merchant IDs.
Geofencing technology used to track physical store visits via mobile GPS signals.
Statistical weighting of panel data to match US Census demographics and spending patterns.
Self-service tool for building custom consumer segments based on spend behavior.
Algorithmic forecasting of quarterly revenue for over 1,000 public companies.
Initial consultation to define data coverage requirements (Consumer, Healthcare, or Foot Traffic).
Compliance and legal review of Data Use Agreement (DUA).
Provisioning of credentials for the Earnest Dash web-based platform.
Configuration of API keys for programmatic data access via REST API.
Setup of Snowflake Data Share or AWS S3 bucket for bulk raw data delivery.
Selection of specific ticker symbols or merchant IDs for tracking.
Mapping of internal KPIs to Earnest data schema.
Training session for the 'Orion' (Healthcare) or 'Hermes' (Foot Traffic) modules.
Integration of data feeds into internal BI tools like Tableau or PowerBI.
Validation of historical back-test data against known company reported figures.
All Set
Ready to go
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"Highly regarded by institutional analysts for data cleanliness and reliability, though considered a premium-priced offering."
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Zintro connects teams with highly specialized respondents and experts for qualitative and quantitative market research.
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