> ## Documentation Index
> Fetch the complete documentation index at: https://www.forager.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Forager is a REST API for B2B people, company and job post data: contact lookups (phone numbers, personal emails, work emails), person, company and job post search, and bulk data feeds.
> Server: https://api-v2.forager.ai. Send the API key in the X-API-KEY header. Most paths include {account_id}. Read FORAGER_API_KEY and FORAGER_ACCOUNT_ID from the environment; never put the key in client-side code, logs or prompts.
> To add Forager to a project, follow https://www.forager.ai/docs/guides/agent-quickstart.md. To pick an endpoint, read https://www.forager.ai/docs/guides/choose-an-endpoint.md. For end-to-end builds, see https://www.forager.ai/docs/recipes/overview.md.
> Most requests spend credits. Do not guess costs; use https://www.forager.ai/docs/api-overview/credit-pricing.md and ask the user before spending credits.
> Use only endpoints and fields defined in https://www.forager.ai/docs/openapi.yaml. Forager has no MCP server for the API yet; the /mcp endpoint on this site searches the documentation only.

# B2B data feeds: people, company, job

> Forager data feeds v2: bulk person, company and job datasets offered through an annual license, with delivery options.

![Forager data feeds deliver to S3, Google Cloud Storage and Snowflake](https://mintcdn.com/forager/EGsWCxLOYv1Cb__c/images/illustrations/b2b-data-feed-delivery-s3-gcs-snowflake.svg?fit=max\&auto=format\&n=EGsWCxLOYv1Cb__c\&q=85\&s=707a9e3c4cf7ca2aca7827b9030ef57a)

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. For licensing, delivery formats and refresh cadence in one place, see the [Forager data feed overview](https://www.forager.ai/data-feed-documentation). To learn more, speak with one of our **[Data Consultants](https://calendly.com/d/46p-2vr-83n)**.

***

## Data Feed Products

![B2B data feeds: people, company and job post datasets delivered to your warehouse](https://mintcdn.com/forager/EGsWCxLOYv1Cb__c/images/illustrations/b2b-data-feeds-people-company-job.svg?fit=max\&auto=format\&n=EGsWCxLOYv1Cb__c\&q=85\&s=60efb01933bed324650244a207061fdf)

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

### Person Data Feed

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

800M+ people, 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://www.forager.ai/docs/data-license/v2/schema.md#organization-data-feed)**

65M+ companies

#### 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://www.forager.ai/docs/data-license/v2/schema.md#job-post-data-feed)**

16M+ job posts a month

#### 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 opportunity data

***

## Delivery Options

We support two primary delivery models depending on how your data team prefers to consume data: compressed file drops into a bucket you own, which you load into your warehouse, or a Snowflake private listing you query in place.

![Data feed delivery flow: an annual license is delivered either as daily, weekly or monthly file drops to your S3 or GCS bucket and loaded into your warehouse, or as a Snowflake private listing you query in place](https://mintcdn.com/forager/RUyg_Xmy6Ql4C1Ln/images/illustrations/data-feed-delivery-flow-license-to-warehouse.svg?fit=max\&auto=format\&n=RUyg_Xmy6Ql4C1Ln\&q=85\&s=070845d8e214f0a65f5ec828c20dec83)

### 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://www.forager.ai/docs/data-license/v2/data-delivery-snowflake.md#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 files (NDJSON by default; CSV, TSV and Parquet are also supported, see [Output Data File Details](https://www.forager.ai/docs/data-license/v2/output-data-file-details.md)) for efficient ingestion into data lakes, warehouses, and pipelines.

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

## Learn more

* [Output Data File Details](https://www.forager.ai/docs/data-license/v2/output-data-file-details.md)
* [Data feed schemas](https://www.forager.ai/docs/data-license/v2/schema.md)
* [Migrate from Forager Data Feeds V1 -> V2](https://www.forager.ai/docs/data-license/v2/migrate-from-v1-v2.md)
* Delivery methods
  * [Snowflake](https://www.forager.ai/docs/data-license/v2/data-delivery-snowflake.md)
  * [Amazon S3](https://www.forager.ai/docs/data-license/v2/data-delivery-s3.md)
  * [Google Cloud Storage](https://www.forager.ai/docs/data-license/v2/data-delivery-gcs.md)
  * Azure Blob (coming soon)

***

## Why Choose Forager.ai?

✅ **Continuously refreshed**: Records are recrawled on a rolling basis.\
🌍 **Global Reach**: Access to **800M+ people and 65M+ companies** 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.


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