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AI Data Payout

Updated October 2026

Selling recruiting agency data for AI training: what it's worth and who buys it

Independent and sourced. We feature companies that pay us a referral fee. Our scores and reviews don't change for it. How we earn

1,818 US employment placement agencies had 10+ employees in 2022, and 1,028 of them had 30+, clearing micro1's floor.1,2

Recruiter on a video screening call with notes beside the keyboard

A contingency or retained placement firm is paid for one thing: the right hire. To get there a recruiter writes constantly. The intake call becomes a search brief. Sourcing becomes a long list and a short list, each name with a note. Phone screens become structured write-ups. Submittals go to the client with a pitch for each candidate, and the debrief after a final round, the counteroffer conversation and the start-date confirmation all land in the ATS and the inbox.

Because each search ends in a placement or a loss, a perm firm's archive links reasoning to results more cleanly than most service businesses. It shows which kinds of candidate a client actually hired against the brief, and how long the hire lasted when a guarantee period was tracked. micro1 names recruiting firms among its target industries, and recruiters score 100 on O*NET's email scale.

This page is for perm and direct-hire recruiting firms with ten or more internal staff, across IT, accounting, engineering, sales and other desks. It walks through a week of desk activity, which buyers fit, how candidate data is separated from the know-how the firm built itself, and the questions to raise before licensing.

US placement agencies with 10+ employees

1,8181

US placement agencies with 10+ employees

of them with 30+ employees

1,0281

of them with 30+ employees

O*NET email score for HR specialists, recruiters' occupation

100/1005

O*NET email score for HR specialists, recruiters' occupation

micro1 lists "BPOs & Recruiting firms"

Named6

micro1 lists "BPOs & Recruiting firms"

Worth

What a recruiting firm's data may be worth

Set for a typical recruiting firm, 25 staff and 12 years of records. Move the sliders to match yours. Our estimate, not an offer.

Buyers

Which buyers want this data

Buyers whose own published rules fit recruiting and placement agencies. We can introduce you to the ones we work with.

  1. #1 in our ranking

    8.7 out of 10

    micro1

    Names recruiting firms outright and asks for task histories and CRM metadata; an ATS activity log is a task history by another name.6,3

    Typical payout
    $100K to $2M+, micro1 says8

    Watch out for: Says it removes personal details only "when relevant", so ask exactly how.11

  2. #2 in our ranking

    7.4 out of 10

    Polyshares

    Buys CRM, email and call recordings, and scrubs personal data through a third-party partner before licensing.12,13

    Typical payout
    $100K to $2M+, Polyshares says9
    Fees
    None, Polyshares says14
    Time to get paid
    An offer in 1 to 2 weeks, then paid in 30 to 60 days15

    Watch out for: Exclusive by default, and every deal it lists is exclusive with no end date.16,17

  3. #6 in our ranking

    6.4 out of 10

    Pewter

    Takes US firms with 20+ full-time staff and 3+ years of records, a fit for established boutique firms.18

    Typical payout
    $350,000 to $650,000 in its partner's examples19
    Fees
    None to the owner, Pewter says20

    Watch out for: Its site was registered in October 2026 and names no people.21,22

We feature buyers that pay us a referral fee. Our scores and reviews don't change for it. How we earn. No buyer publishes prices by industry, so within each group the order is the same as in our main ranking.

Who wants this

Do buyers want recruiting and placement agencies?

No buyer publishes prices by industry, but their own intake forms show which industries they rate higher.

  • Troveo puts something else (staffing is not listed) in its third of four demand tiers: "Standard buyer demand for your industry."23
  • Polyshares takes staffing and recruiting, without marking it premium.24
  • VMS, a broker, gives staffing or bpo standard weight when it estimates value.25

Which buyers take a recruiting firm your size

Shown for 25 staff, a typical recruiting firm. Ask whether contractors and part-time staff count.

  • micro1We can introduce you

    30+ employees (its partnership page says 30 to 200)2,26

    Too small at 25 staff

  • PolysharesWe can introduce you

    No headcount rule; the length and texture of the record matter more27

    No size floor

  • ModeWe can introduce you

    20+ full-time US office staff (accounting firms 10+, law firms 6+)28

    Takes 25 staff

  • PewterWe can introduce you

    20+ staff and 3+ years; by industry, from 10+ (healthcare) to 50+ (manufacturing, finance)29,30,31

    Takes 25 staff

  • GreppedWe can introduce you

    No headcount minimum stated32

    No size floor

  • VentraWe can introduce you

    30+ US employees and 3+ years of records33

    Too small at 25 staff

  • Mercor

    None stated34

    No size floor

  • Troveo

    No minimum stated; its estimator starts at 2035

    No size floor

  • Nyne

    20+ US W-2 employees and 3+ years36

    Takes 25 staff

  • Endless

    Roughly 30+ employees37

    Too small at 25 staff

  • Supersoniq

    50+ employees and 5+ years38

    Too small at 25 staff

What buyers value

What in a recruiting firm's records buyers value

What buyers look for in your records, and what to talk through with your buyer before anything leaves your systems.

What in a recruiting firm's records buyers value
DataWhere it livesWhy a buyer values itRaise with the buyer
Search briefs from intake callsATS job record, WordA hiring manager's loose description turned into must-haves, nice-to-haves and a pitch for the role.Confidential searches where the client is replacing someone.
Screening notes and scorecardsATS notes, interview guidesStructured assessments against the brief, written within minutes of each call.Candidate names, current employers and salaries.
Client submittals and debriefsEmail, ATS submittal recordsThe recommendation and the client's verdict, so a model can learn what a client meant by fit.Nothing specific
Offer and counteroffer threadsEmail, call notesNegotiation between candidate, client and recruiter, with the final outcome recorded.Compensation figures tied to identifiable people.
Desk playbooks and sourcing guidesWiki, shared driveHow the firm finds and approaches passive candidates in each specialty: the method its recruiters wrote down, free of candidate data.Nothing specific

A week of records

A week of data at a recruiting firm

  • Monday: two new searches opened, each with an intake call written up as a one-page brief.
  • Tuesday: a long list of 60 names narrowed to 12, with a note on why each made the cut.
  • Wednesday: eight phone screens scored against the brief and three submittals sent with pitches.
  • Thursday: client feedback on last week's finalists, and a debrief on why the favourite was rejected.
  • Friday: an accepted offer after a counteroffer, logged with the start date and guarantee period.

Process

How it works with each buyer

In each buyer's own words. Where a buyer publishes nothing, we say so.

micro1

What it buys
Internal docs, SOPs and playbooks, knowledge bases, project management workflows, internal comms, templates, CRM and workflow metadata, task histories3
Who qualifies
30 to 200 employees26
Offer range
$100K-$2M+ per data package; over $1M for unique data8
Personal data
PII removed "when relevant"11
Ownership
The company keeps ownership of its data and reviews samples before release39
Time to payment
Not published

Polyshares

What it buys
Slack, email, Drive, CRM, tickets, design files, calls and ERP12
Offer range
$100K-$2M+9
Personal data
A third-party PII partner scrubs data before it is licensed13
Excluded data
Data held on behalf of clients is excluded40
Fees
Charges sellers no fee14
Time to offer and payment
Offer 1-2 weeks after intake; paid Net 30-6015

Selling or closing

Selling or closing your recruiting firm? License its data first

When a recruiting firm is sold to its senior recruiters or folded into a larger staffing group, the desk knowledge often walks out with the people. The firm's playbooks, briefs and placement records are worth raising with a buyer before that happens. Ask each licensing company whether it can take the process record without any candidate files, and whether a license signed now limits what a future owner can do with the ATS.3,4

FAQ

Recruiting and placement agencies: questions, answered

  • Because they show judgment with an outcome. micro1 names recruiting firms and asks for task histories and CRM metadata. A perm firm's records connect a brief, a screening note, a submittal and a hire decision, which few other sources do.6,3

  • Yes. Playbooks, SOPs and templates lead micro1's list, and a desk's sourcing guides and interview scorecards usually contain no candidate information. It is a clean first package.3

  • Most buyers want 20 to 30 or more employees, and a few state no minimum. At 16 you are below most floors, so start with the buyers that state none. 1,818 US placement agencies had 10+ employees in 2022, of which 1,028 had 30+.2,36,41,42,43,35,1

  • Polyshares lists call recordings among the data it buys. Recorded screens also contain the most personal detail in your systems, so they need the clearest agreement on removal before anything moves.12

  • Perm records are fewer and deeper: long briefs, long screening notes, one hire per search. Temp records are high volume and fast. Census counts the two separately: 1,818 placement agencies against 8,645 temp help firms with 10+ employees.1,44

  • The buyers we track say identifiers come out first: Polyshares uses a third-party scrubbing partner, and micro1 says original datasets are deleted after processing. Whether client agreements require you to tell clients is a question for the buyer and your own advisers.13,45

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

  • Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.

Before you sign

Every business is different, so these are best talked through with the buyer you're working with. Their team goes over them with you before anything is signed.

Questions for this kind of business

  • How are candidate identities, employers and salaries removed from notes and email?
  • Which client agreements treat searches or feedback as confidential?
  • Can we bar use of the data in products that recruit against us?
  • How do CCPA, GDPR, UK GDPR and state privacy laws apply, and is de-identified data still personal information?
  • Do customer, vendor or platform contracts, NDAs or API terms restrict this?

Questions for any buyer

  • Is the license exclusive, and for how long?
  • Can you sublicense the data, and to whom?
  • Which AI labs will receive it, and will you tell us?
  • How long do you keep it, and how is it deleted?
  • What is your liability cap, and who indemnifies whom?
  • Will the contract ban re-identification of people in the data?
  • Who removes personal data, by what method, and do we approve it first?

How this page was made

Figures come from the published sources listed below, and what a buyer says about itself is its own claim. Anything marked as our estimate is ours, not a buyer quote. Drafted with AI help from our research, then checked against each source. Updated October 2026.

We feature companies that pay us a referral fee. Our scores and reviews don't change for it. See how we earn and how we rank. This site does not give legal, tax or financial advice.

Sources (45)

  1. 1.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  2. 2.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  3. 3.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  4. 4.Endless. Accessed 14 Oct 2026. Company's own claim.
  5. 5.O*NET OnLine, E-Mail work context. Accessed 14 Oct 2026.
  6. 6.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Forbes, published 16 Apr 2026. Accessed 14 Oct 2026.
  8. 8.micro1 company referral page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  11. 11.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  12. 12.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  13. 13.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  15. 15.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Polyshares data handling page. Accessed 14 Oct 2026. Company's own claim.
  17. 17.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  18. 18.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  19. 19.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  21. 21.RDAP domain record. Accessed 14 Oct 2026.
  22. 22.Pewter privacy policy, published 12 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Troveo business data assessment. Accessed 14 Oct 2026. Company's own claim.
  24. 24.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  25. 25.VMS data licensing page. Accessed 14 Oct 2026. Company's own claim.
  26. 26.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  28. 28.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Pewter partner update to AI Data Payout (email, 2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  31. 31.Pewter partner update to AI Data Payout (email, 2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  32. 32.Grepped business page. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Mercor Data. Accessed 14 Oct 2026. Company's own claim.
  35. 35.Troveo business data page. Accessed 14 Oct 2026. Company's own claim.
  36. 36.Nyne sell-company-data page. Accessed 14 Oct 2026. Company's own claim.
  37. 37.Endless website. Accessed 14 Oct 2026. Company's own claim.
  38. 38.Supersoniq website. Accessed 14 Oct 2026. Company's own claim.
  39. 39.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.
  40. 40.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  41. 41.Cognor Labs partners page. Accessed 14 Oct 2026. Company's own claim.
  42. 42.Goldmined.ai check page. Accessed 14 Oct 2026. Company's own claim.
  43. 43.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  44. 44.US Census Bureau, Statistics of US Businesses 2022. Accessed 14 Oct 2026.
  45. 45.micro1 Enterprise Data Partnership page. Accessed 14 Oct 2026. Company's own claim.