# Data Feed V2 Overview

We provide bulk people, company and job datasets through an **annual license**. Whether you need our entire dataset or a custom subset, we can tailor a solution to meet your specific needs. To learn more, speak with one of our **[Data Consultants](https://calendly.com/d/46p-2vr-83n)**.

## Data Feed Products

We offer three continuously refreshed datasets designed for production-grade analytics, enrichment, and AI-driven workflows.

### Person Data Feed

**[Schema](https://docs.forager.ai/data-license/v2/schema#person-data-feed)**

~800M profiles refreshed on a rolling basis

#### What's included

A comprehensive professional profile for each person, including identity attributes, location, current and historical employment, titles and roles, education, skills, certifications, and organization relationships — all normalized into a consistent, query-ready schema.

#### Common use cases

- Bulk enrichment of CRM, lead, or contact records
- Workforce and talent analytics
- Training or powering AI models that require structured person data
- Segmentation, matching, and identity resolution across systems


### Organization Data Feed

**[Schema](https://docs.forager.ai/data-license/v2/schema#organization-data-feed)**

~61M company profiles

#### What's included

Standardized firmographic and company-level data including organization identifiers, domains, industries, locations, employee size ranges, and other attributes needed to model companies at scale.

#### Common use cases

- Account and company enrichment
- ICP expansion and TAM modeling
- Firmographic segmentation and reporting
- Creating a canonical company layer across internal systems


### Job Post Data Feed

**[Schema](https://docs.forager.ai/data-license/v2/schema#job-post-data-feed)**

~16M job posts collected per month on average

#### What's included

Structured job listings with titles, associated companies, locations, posting dates, sources, and activity metadata — collected and normalized across major online sources.

#### Common use cases

- Hiring intent and demand signals
- Labor-market and trend analysis
- Competitor hiring and team expansion tracking
- Enhancing person and company profiles with real-time opportunity data


## Delivery Options

We support two primary delivery models depending on how your data team prefers to consume data.

### Snowflake Private Listing

We publish the data directly into your Snowflake account as a shared, continuously refreshed table. Your team can query, join, and transform the data just like any internal dataset.

**[Documentation](https://docs.forager.ai/data-license/v2/data-delivery-snowflake#how-to-access-a-private-listing)**

### Cloud Storage (S3, S3-compatible, or GCS)

We can deliver daily, weekly, or monthly drops to your own bucket. Data is provided as compressed, partitioned NDJSON files for efficient ingestion into data lakes, warehouses, and pipelines.

**Documentation:** [S3](https://docs.forager.ai/data-license/v2/data-delivery-s3) | [GCS](https://docs.forager.ai/data-license/v2/data-delivery-gcs)

## Learn more

- [Output Data File Details](/data-license/v2/output-data-file-details)
- [Data Feed Schema's](/data-license/v2/schema)
- [Migrate from Forager Data Feeds V1 -> V2](/data-license/v2/migrate-from-v1-v2)
- Delivery methods
  - [Snowflake](/data-license/v2/data-delivery-snowflake)
  - [Amazon S3](/data-license/v2/data-delivery-s3)
  - [Google Cloud Storage](/data-license/v2/data-delivery-gcs)
  - Azure Blob (comming soon)


## Why Choose Forager.ai?

✅ **Fastest Refresh Rate**: Stay ahead with data updated **every 2-3 weeks**.
🌍 **Global Reach**: Access to **millions of verified profiles worldwide**.
💰 **Cost-Effective**: Unlimited access at a **competitive price**.
🔍 **Tailored Solutions**: Custom datasets to fit your **unique requirements**.
💡 **Exceptional Support**: Dedicated **customer success team** to ensure your success.

## Get Started

Ready to explore how **Forager.ai** can power your business? **[Contact us today](https://calendly.com/d/46p-2vr-83n)** to speak with a **Data Consultant** and tailor a solution for your needs.