Industry guide

Job orders to placements: the staffing records AI labs license

A staffing agency records the whole hiring loop: the intake call, the job order, the candidate write-up, the client's feedback and the placement. AI companies building recruiting agents want that loop end to end.

Most of it already sits in an ATS such as Bullhorn, email, texting tools and a phone system. Buyers want the written trail of how your team actually does the work, so most owners lead with SOPs and training material, then add day-to-day records once personal details are dealt with.

AI Data Offers research deskChecked against our methodology Updated October 28, 2026 5 min read 11 sources

Key figure: 8,645
Buyers' published range: $100K to $2M+
Time to a written offer: Days to 2 weeks
Owner time, per buyers: 1 to 3 hours

In this guide

01 / What buyers value

Records a buyer will look for at a staffing agency

Job orders and intake notes
Where it lives
ATS
Why a buyer wants it
How requirements are captured
Raise first
Client names
Submittal write-ups
Where it lives
ATS and email
Why a buyer wants it
How recruiters pitch candidates
Raise first
Candidate details
Interview feedback and outcomes
Where it lives
ATS and email
Why a buyer wants it
Why candidates were hired or not
Raise first
Personal and protected details
Screening rubrics and guides
Where it lives
Shared drive
Why a buyer wants it
The agency's method
Raise first
Usually nothing
Recruiter SOPs and training
Where it lives
Wiki or LMS
Why a buyer wants it
How recruiters learn the desk
Raise first
Usually nothing

Record	Where it lives	Why a buyer wants it	Raise first
Job orders and intake notes	ATS	How requirements are captured	Client names
Submittal write-ups	ATS and email	How recruiters pitch candidates	Candidate details
Interview feedback and outcomes	ATS and email	Why candidates were hired or not	Personal and protected details
Screening rubrics and guides	Shared drive	The agency's method	Usually nothing
Recruiter SOPs and training	Wiki or LMS	How recruiters learn the desk	Usually nothing

02 / Value

Putting a number on a staffing agency's data

No buyer publishes a price list by industry. What they do publish is a range for a whole company: micro1, Polyshares and Ventra each advertise deals from roughly $100K to $2M or more, and Pewter's licensing partner cites examples between $350K and $650K. Read those as the buyers' own marketing figures, not offers.

For a staffing agency of about 35 people, three things move the number most: how many years of history you have, how much of the work is written down in one place, and how cleanly client and employee details can be removed. Try the worth estimator for a range based on your size.

03 / Buyers

Which buyers take staffing agencies

Troveo's intake form has no category for this industry, so it falls under "something else", which sits in its third tier, which it describes as standard demand. Polyshares accepts staffing and recruiting, though it does not mark it as premium.

micro1
Published size rule
Asks for at least 30 staff, with no upper limit
A 35-person staffing agency
Fits at 35
Mode
Published size rule
At least 20 full-time US office employees, or 10 for accounting and 6 for law
A 35-person staffing agency
Fits at 35
Nyne
Published size rule
At least 20 W-2 staff in the US and three years of history
A 35-person staffing agency
Fits at 35
Pewter
Published size rule
At least 20 people and three years, with a higher bar in some sectors
A 35-person staffing agency
Fits at 35
Ventra
Published size rule
At least 30 US staff and three years of data
A 35-person staffing agency
Fits at 35
Endless
Published size rule
Around 30 people or more
A 35-person staffing agency
Fits at 35
Polyshares
Published size rule
No headcount floor; it weighs how deep the record goes
A 35-person staffing agency
No size floor
Mercor
Published size rule
Publishes no minimum
A 35-person staffing agency
No size floor
Troveo
Published size rule
Publishes no minimum (its calculator begins at 20)
A 35-person staffing agency
No size floor

Buyer	Published size rule	A 35-person staffing agency
micro1	Asks for at least 30 staff, with no upper limit	Fits at 35
Mode	At least 20 full-time US office employees, or 10 for accounting and 6 for law	Fits at 35
Nyne	At least 20 W-2 staff in the US and three years of history	Fits at 35
Pewter	At least 20 people and three years, with a higher bar in some sectors	Fits at 35
Ventra	At least 30 US staff and three years of data	Fits at 35
Endless	Around 30 people or more	Fits at 35
Polyshares	No headcount floor; it weighs how deep the record goes	No size floor
Mercor	Publishes no minimum	No size floor
Troveo	Publishes no minimum (its calculator begins at 20)	No size floor

Checked against a typical staffing agency of 35 people. Ask each buyer whether contractors and part-time staff count.

Some buyers pay us a referral fee. It never changes your price, and it never changes the order of our rankings.

04 / Typical week

What one ordinary week produces

Monday: five new job orders from intake calls.
Tuesday: candidates sourced and screened.
Wednesday: submittals sent with write-ups.
Thursday: interview feedback logged, one offer out.
Friday: a placement starts and a backfill opens.

Illustrative. Multiply one week by every year you have kept, and that is the record a buyer is looking at. The written decisions matter more than the totals.

05 / Segments

Segments within staffing agencies

Recruiting agencies: Search briefs, screening scorecards, submittals and offer threads are what buyers want from recruiters. Who buys recruiting data and what to protect.
Temporary staffing agencies: Job orders, shift confirmations, client tickets and timesheet exceptions are what buyers want from temp agencies. Who buys and how it works.
Executive search firms: Position specs, assessment frameworks and market maps from search firms are licensable when anonymized. Buyers and what stays out.
Bullhorn data: Recruiter notes, submissions, job orders and SMS threads in Bullhorn are what buyers want from staffing firms. How to export and what to protect.

06 / Process

How a deal works

1
Check the fit
Answer a few questions about headcount, years of records and the systems you use. No files change hands.
2
Inventory call
A buyer walks through what you hold and what it wants. Most say the owner spends one to three hours in total.
3
Written offer
Buyers usually send terms within days to two weeks: price, scope, term and whether the deal is exclusive.
4
Clean and deliver
Personal details are removed under the agreed method, then a copy is exported. Your originals stay where they are.

micro1
What it asks for
Procedures, internal wikis, project and task history, CRM activity
Offer and payment
Up to 30 days to review, then paid within 30 days of invoice
Ask about
Its master terms describe a perpetual license. It says it strips personal details "when relevant", so ask exactly how.
Ventra
What it asks for
Mainly inboxes, recorded calls and helpdesk tickets
Offer and payment
Offer in 3 to 7 days, then net 30 or 60
Ask about
Its terms warn it may be unable to erase data after delivery.
Polyshares
What it asks for
Inboxes, recorded calls, helpdesk tickets and ERP extracts
Offer and payment
Offer in 1 to 2 weeks, paid in 30 to 60 days
Ask about
Licenses are exclusive by default.
Pewter
What it asks for
Operating records for the industries on its list
Offer and payment
No fee to the owner, it says
Ask about
Launched October 2026 by a Florida sales agency. Its licensing partner, not Pewter, signs and pays.

Buyer	What it asks for	Offer and payment	Ask about
micro1	Procedures, internal wikis, project and task history, CRM activity	Up to 30 days to review, then paid within 30 days of invoice	Its master terms describe a perpetual license. It says it strips personal details "when relevant", so ask exactly how.
Ventra	Mainly inboxes, recorded calls and helpdesk tickets	Offer in 3 to 7 days, then net 30 or 60	Its terms warn it may be unable to erase data after delivery.
Polyshares	Inboxes, recorded calls, helpdesk tickets and ERP extracts	Offer in 1 to 2 weeks, paid in 30 to 60 days	Licenses are exclusive by default.
Pewter	Operating records for the industries on its list	No fee to the owner, it says	Launched October 2026 by a Florida sales agency. Its licensing partner, not Pewter, signs and pays.

In each buyer's own published words. Terms change, so confirm them in writing before you sign.

07 / Timing

If you are selling or winding down

A data license can sit alongside a sale or a wind-down. If you are selling the business, agree with the acquirer who keeps the right to license the archive. If you are closing down, keep the workspace and inboxes alive until a buyer has seen them. A closed company is not out of options: SimpleClosure reports more than 150 completed sales of shut-down startups' archives.

FAQ

Questions, answered

Do we need candidates' consent?

For identifiable candidate data, you may. That is why most agencies license procedures and de-identified write-ups. Ask a lawyer about your jurisdiction.

How in demand is staffing data?

Troveo does not list staffing separately and places it in standard demand. Polyshares accepts staffing and recruiting.

Is a 35-person staffing agency big enough?

9 of the 9 buyers in our size check take a staffing agency that size, going by their own published rules. Below 20 people your options narrow to the buyers with no stated minimum.

Do we lose our records if we license them?

No. A license gives the buyer a copy for agreed uses and your originals stay put. Read the term and deletion clauses closely: micro1's master terms describe a perpetual license, and Ventra warns it may be unable to erase data after delivery.

Find the buyers that fit your company

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Sources

Every number on this page links back to one of these.

Spot something wrong? See our corrections policy. Some buyers pay us a referral fee. How we make money.