Integration · Storage

People data feed in Amazon S3

Stop scraping.

Use Forager people data feed where your team already works in Amazon S3.

Amazon S3Feed

Forager data is delivered into the platform as a data share or file drop.

Forager in Amazon S3

Get $5 of free data Get a sample run

$5 free credits
800M+ people
65M+ companies

A selection of teams that license Forager people data feed for their own stack · plus other teams on Forager

For Amazon S3 users

The job: Keep CRM contacts current by flagging leavers and surfacing former champions at their new companies.
When: A contact's current role in the people data no longer matches the CRM record.
Outcome: Sales stops calling people who left, re-engages champions at new companies and finds new decision makers.

Related recipe

Detect CRM contacts who changed jobs and alert on moved champions

When to use it: A contact's current role in the people data no longer matches the CRM record.

Match CRM contacts to people_feed records by LinkedIn identifier
Compare role_is_current and organization to the CRM account on each feed refresh
Flag leavers and create a new contact at the new employer via POST /person_detail_lookup/
Alert the owner when a former customer champion lands at an ICP account
Mark old emails as invalid to protect sender reputation

Inputs	Outputs
CRM contact export	`job change flag`
LinkedIn identifiers	`new organization`
people feed	`new role_title`
	`role_position_start_date`

Related recipe

Build natural-language candidate search on a licensed people feed

When to use it: A recruiting platform builds or expands its own candidate index.

Show the steps

Ingest people_feed (experience, education, skills, location) and company_feed
Normalise titles and employers; embed profiles for semantic search
Tag companies (stage, industry) to support 'people from companies like X' queries
Refresh the index per delivery and enrich on open with POST /person_detail_lookup/

Inputs	Outputs
people feed	`searchable candidate index`
company feed	`semantic match`
	`company tags`

Open the full recipe

Fields

Fields you get back

job change flag
new organization
new role_title
role_position_start_date
searchable candidate index
semantic match
company tags

From the workflows above. Full field reference: People data feed and the API docs.

A selection of teams that license Forager people data feed for their own stack · plus other teams on Forager

SeekOut
- Talent intelligence
Selected use case: Forager’s people data feed, used to keep candidate profiles current.

2–3 years on the Forager people data feed, by SeekOut’s own account¹
Vieu
- ABM & intent
Relationship-mapping platform that helps sales teams and AI agents find warm introductions.
MarketMapr
- Talent intelligence
Selected use case: licensed people and company feeds that let recruiters map a whole niche.
Adzact
- ABM & intent
B2B advertising platform that models ideal buyers from business signals.
Evident
- Market intelligence
Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.
SBR2TH
- Staffing firms
Selected use case: people and job-postings feeds loaded into its own data lake for AI search.
Chamaeleon
- VC & PE research
Early-stage venture firm that analyses companies with its own AI and quantitative engine.
DealSource
- VC & PE research
Selected use case: company and people data for private-company profiles.

Sources

¹ SeekOut: SeekOut, customer interview, Sep 2026.

“Forager leads in accuracy across all regions, Forager's dual strength in accuracy and volume makes it a powerhouse for sales teams that are targeting businesses around the globe.”

ClayStefan K.Data Partnerships

800M+people

65M+companies

How to test it

Test people data feed on your own sample

Pull a sample. Take profiles your users looked up last week.
Run it. Use a self-serve key, or book a demo and send us the list.
Measure what your users feel. Connect rate for mobiles, bounces for emails, and whether the right person answers.

Get a free API key + $5 Get a sample run

$5 free credits
No credit card
Run your sample

FAQ

Frequently asked questions

How do I set up people data feed in Amazon S3?

Tell us which feed you need (here, the people data feed); we deliver it into Amazon S3 as a data share or file drop, and you query it next to your own data on the agreed schedule.

How much does the people data feed cost for Amazon S3 users?

People data feed is a flat annual licence, global or regional, not priced in credits. The price depends on the records, fields and refresh schedule you license, so talk to sales with your use case and we quote it.

How do Amazon S3 users use the people data feed?

Keep CRM contacts current by flagging leavers and surfacing former champions at their new companies. A licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. This page walks through 3 workflows with the exact steps.

Is there a free way to try Forager?

Yes. Request a sample extract of the people data feed on a 30-minute call and check the fields against your own records before you license it.

How do you check data quality?

The test that counts is your own: send a list of profiles you care about. We run it and show you what we find, number by number, so you can measure hit rate and connect rate yourself.

Who built and maintains the Amazon S3 integration?

Data share. Forager data is delivered into the platform as a data share or file drop. Delivery is set up with our team when the feed is licensed.

How do investors use employee movement data?

Load people_feed and company_feed and link roles to companies on forager_organization_id = forager_id. Count roles starting and ending per company per month from start_date and end_date.

Can I use the Forager API directly instead of Amazon S3?

Yes. The same data is available through the REST API with one API key, so you can call it from your own code or another tool. Delivered as a data share to Snowflake, Databricks and Amazon S3.

Is there a contract or minimum commitment?

Data feeds are licensed on an annual agreement, with the term, volume and refresh schedule written into it. There are no self-serve plans for feeds.

Where does Forager data come from, and is it compliant?

Bring your legal and security questions to a call with our team, and we take you through how Forager data is sourced and the terms that cover people data feed for Amazon S3 users. Forager's privacy policy is public, and anyone can send a request about their own personal data through the consumer rights form on forager.ai.

People data feed in Amazon S3

Detect CRM contacts who changed jobs and alert on moved champions

Build natural-language candidate search on a licensed people feed

Fields you get back

Test people data feed on your own sample

Frequently asked questions

How do I set up people data feed in Amazon S3?

How much does the people data feed cost for Amazon S3 users?

How do Amazon S3 users use the people data feed?

Is there a free way to try Forager?

How do you check data quality?

Who built and maintains the Amazon S3 integration?

How do investors use employee movement data?

Can I use the Forager API directly instead of Amazon S3?

Is there a contract or minimum commitment?

Where does Forager data come from, and is it compliant?

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Other places to use People data feed

Put people, company and job data your users can act on inside your product