What a Bullhorn export holds and why it matters for a staffing firm data license

What does a Bullhorn export actually contain?

A Bullhorn account at a staffing firm holds years of job orders, candidate submittals, interview steps and placement outcomes, plus the notes recruiters typed along the way. For a referral partner, the point is not how to run the export. It is knowing that this record set exists, that it is structured around outcomes, and that part of it belongs to the firm while part of it does not.

Job orders show what clients asked for. Submittals show which candidates the firm put forward. Placements show who was hired, at what stage, and what happened afterward. That chain of request, action and result is what AI labs and data buyers look for when they evaluate records of real work.

Which Bullhorn records matter for a licensing conversation?

Think in layers, from the firm's own process records outward to third-party data.

The first three layers describe how the firm runs its desk. The last two are where candidate privacy sits. A page like who owns candidate data in a staffing firm's ATS covers that split in detail.

How far back does the history usually go?

Some firms have run one instance for many years and others imported records from an earlier ATS. Depth varies with how disciplined the recruiters were about logging. A firm that insisted on status updates and closed-lost reasons has far more usable history than one where most work happened in inboxes.

Ask three plain questions on a first call:

1. In what year did the firm start using Bullhorn, and was anything imported from an older system?
2. Do job orders carry a status and a fill or lost reason, or just open and closed?
3. Have any retention clean-ups or candidate purges been run?

What to know about export and retention realities

Do not promise any export route to the owner; vendors change tools and permissions, and the account administrator is the person who knows what is switched on. What a partner can usefully say is that the firm should check, before any contract ends or plan changes, what its administrator can export, how complete that export is, and whether linked attachments come with it.

Two risks recur in staffing offices:

• Contract end. If the firm is switching ATS or winding down a division, the old instance can lose access quickly. A complete export taken in time keeps the option open.
• Purges. Privacy-minded firms sometimes delete stale candidate records on a schedule. Deleted records cannot be licensed, so ask what was removed and when.

Separating the firm's process records from candidate and client data is the central design point. De-identification and redaction requirements are agreed with the company before any work begins, and data is delivered only after an executed agreement and the company's authorization. As a partner you never see or move any of it.

How do you spot a firm that uses Bullhorn well?

Use the three-desk test. A firm that passes on all three is worth an introduction.

• Desk discipline: recruiters log submittals and feedback in the system, not just in email.
• Outcome labels: job orders end with a reason (filled, lost to competitor, cancelled), and placements have end reasons.
• Long tenure: the same instance has run for several years, with an administrator who knows where the data sits.

Add the baseline check: 50+ full-time employees at peak (contractors excluded) and an authorized sponsor, such as the owner or CEO. Ask the owner for the firm's full-time internal headcount at peak and do not assume placed temporary workers count; SourceX confirms the figure during qualification. The who qualifies page sets out the full baseline, and the referral screening worksheet for staffing and recruiting businesses walks through it in the owner's terms.

Common pitfalls with staffing records

Strong companies usually keep records across 10-15+ systems. A staffing firm also has timesheet, payroll, billing and email history that sits next to Bullhorn, and the data inventory builder helps list those systems without describing any confidential record.

What to say to a staffing firm owner

For the wider pitch, see referral opportunities for staffing firm owners.

How partner rewards work

Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 cumulative per referred company. The reward becomes payable only after the buyer pays and SourceX receives its fee; a lead, meeting or signed agreement alone does not trigger payment, and no reward is guaranteed. It is a share of SourceX's fee and is never deducted from what the company receives. Licensed professionals should check their own rules on referral fees and disclosure, and the program terms set out the detail.

When this is not a fit

Skip the introduction, or wait, if the firm has under the baseline headcount, if the archive was deleted, if the records are mostly candidate personal data without any licensing basis, if clients own the content without consent, or if the data was already licensed for AI training.

Next step

Run one staffing firm through the three-desk test this week. If it passes, register as a partner and introduce the owner, or have them apply directly at sourcex.si/apply with your referral link.