Train title-normalisation and company-matching models on structured profiles

This recipe uses Forager People data feed and Company data feed. People data feed: A licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Give an AI or data-tools team labelled examples to train models that normalise job titles into function and seniority and match messy company names to one company.

People data feed is a flat annual licence, global or regional, not priced in credits. Self-serve plans are Starter, Growth, Pro and Scale. See plans and prices

You send company feed, label taxonomy and people feed. You get back company name match pairs, evaluation set and labelled title examples, as JSON. You also need a Forager API key, which comes with a free account.

This recipe uses Forager People data feed and Company data feed. People data feed: A licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Give an AI or data-tools team labelled examples to train models that normalise job titles into function and seniority and match messy company names to one company.

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.

When a team builds or retrains a title classifier or an entity-resolution model. Models learn from real-world title and company variation instead of a hand-built sample.

People data feed and company data feed. People data feed: a licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Company data feed: a licensed file of 65M+ company profiles and firmographics, delivered to Snowflake or S3 on a schedule.

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.

Delivered as a data share to Snowflake, Databricks and Amazon S3. Or call the endpoints in the steps above from your own code with one API key.

4 steps: load people_feed roles (role_title, organization_name, forager_organization_id) and company_feed (name, domain, linkedin_slug, industry), build title examples labelled with the function and seniority mapping the team defines, build company-name pairs that resolve to the same forager_id for entity-resolution training and hold out a test set from a later delivery and track accuracy on each refresh.

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.

Yes, under platform terms. Self-serve plans cover internal use by your own team. Showing Forager data to your users, or passing records on, is licensed separately: talk to sales about volume and which fields your users need to see.