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AI Data Payout

Updated October 2026

How to check an AI data buyer before you share anything

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

Find out who they are, who ends up with your data, and who pays whom, before any file leaves. Ask for a named company and website, the AI lab that will receive the data, a written offer, and how files are cleaned and deleted. Sellers often cannot see the end buyer, MIT Technology Review found.1

Match my companyWhat is it worth?

Step one

Who are you actually talking to?

Many ads give you no company to check. Most open a Meta Instant Form, not a website. Ask for the legal company name, a website with an address, and a named person. Pewter's site does not name its operator. A Meta page called Data Specialists links to a micro1 job post, which may mean it resells to micro1; it does not say so.2,3,4

Then ask: are you the buyer, or a broker? A broker passes you to a buyer and is usually paid a commission. Endless says it places data with micro1, Mercor and Handshake, which no buyer has confirmed. aitrainer.work says it introduces companies to buyers, is paid for referrals and never holds the data. That is a legitimate model, but you should know which one you are dealing with.5,6

Step two

Where does the data go?

Ask which AI lab will receive it, and whether you will be told. Several ads name Anthropic, OpenAI and Google, but a name in an ad is not a contract. MIT Technology Review reported that sellers often cannot see the end buyer.7,8,1

Ask how they get the data. Mercor's ads say it connects to the tools you already use. Frankfurt Kurnit, a law firm, advises giving a buyer no direct access to company systems, so prefer a buyer who takes an export you control.9,10

Step three

What do they promise, and will they write it down?

The ads are full of promises: client names swapped for codes, any folder excluded, never sold to competitors, raw files deleted within 30 days (Nyne); written offer before anything leaves (Supersoniq); you approve every sale (Goldmined.ai). Each is worth having. None is worth anything unless it is in the signed agreement.11,12,13,14,15,16

Check security claims you can verify. Mercor says it holds SOC 2 Type II. Also know its history: Mercor confirmed a cyberattack tied to the LiteLLM compromise in March 2026, and several class actions followed.17,18,19

Step four

Who pays, when, and how much goes to the middle?

You should not pay anything. Most buyers charge sellers nothing: Mercor, Polyshares and Ventra say so, though Ventra may add fees with notice. Most buyers pay within 2-8 weeks of signing: Mercor wires in 2-4 weeks, Cognor Labs quotes 3-6 weeks, and Polyshares and Ventra pay net 30 or 60. micro1 invoices only after it accepts the data in writing. If a broker is involved, ask how it is paid and whether that comes out of your price. Brokers and marketplaces can take 8% to 30%: FileYield charges sellers 8%, Jottings AI says its success fees typically run 20-30%, and Datarade takes 30%, 20% or 15% depending on plan.20,21,22,23,24,25,26,27,28,29,30

FAQ

Questions, answered with sources

  • Check for a named company with a website, a named end lab, a written offer before transfer, and no upfront fee. Most buyers charge sellers nothing: Mercor, Polyshares and Ventra say so.20,22,15,25

  • Are you the buyer or a broker? Which lab gets the data? How is personal data removed, and do we approve samples? When are raw files deleted? micro1 says companies review samples before release; Nyne says raw files go within 30 days.31,14

  • Frankfurt Kurnit advises giving no direct system access. Mercor's model connects to your tools; others take files you export. Ask which, and prefer the one you control.10,9

  • Not always. MIT Technology Review reported sellers often cannot see the end buyer. Ask for it to be named in the agreement.1

  • No. Brokers such as aitrainer.work say they introduce you to buyers and are paid for referrals. Endless says it places data with micro1, Mercor and Handshake; none of those has confirmed it.6,5

  • We do not answer legal questions. Ask the licensing company: their team reviews this with you before anything is signed.

Before you sign

Legal questions go to the licensing company

We do not answer legal questions. Ask the licensing company before you sign: their team reviews these with you.

Questions for this kind of business

  • Who indemnifies whom if personal data turns up after cleaning?
  • Will the agreement name the AI labs that receive the data?
  • 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

Every figure comes from a published source listed below, each with the date we checked it. Buyer statements are the buyer's own claims and are marked so in the source list. Firm counts come from the US Census Bureau's Statistics of US Businesses. Anything marked as our estimate is ours, not a buyer quote.

Drafted with AI assistance from our research files, then checked against each source. Reviewed 14 Oct 2026. Last updated 14 Oct 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 (31)

  1. 1.MIT Technology Review, published 13 Oct 2026. Accessed 14 Oct 2026.
  2. 2.Meta Ad Library (our review). Accessed 14 Oct 2026.
  3. 3.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  4. 4.Meta Ad Library, Data Specialists, published 9 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  5. 5.Endless website. Accessed 14 Oct 2026. Company's own claim.
  6. 6.aitrainer.work compare page. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Meta Ad Library, AI Data. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Meta Ad Library, VMS (vmediasolutions.com), published 14 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  9. 9.LinkedIn Ad Library, Mercor. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Frankfurt Kurnit Klein & Selz, published 1 Oct 2026. Accessed 14 Oct 2026.
  11. 11.Meta Ad Library, Nyne.ai. Accessed 14 Oct 2026. Company's own claim.
  12. 12.Meta Ad Library, Nyne.ai. Accessed 14 Oct 2026. Company's own claim.
  13. 13.Meta Ad Library, Nyne.ai. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Meta Ad Library, Nyne.ai. Accessed 14 Oct 2026. Company's own claim.
  15. 15.Meta Ad Library, Supersoniq, published 14 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Meta Ad Library, Goldmined.ai, published 8 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  17. 17.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  18. 18.TechCrunch, published 31 Mar 2026. Accessed 14 Oct 2026.
  19. 19.HR Dive, published 13 Apr 2026. Accessed 14 Oct 2026.
  20. 20.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  24. 24.Datarade data providers page. Accessed 14 Oct 2026. Company's own claim.
  25. 25.Ventra terms of service, published 30 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  26. 26.Cognor Labs manufacturing page. Accessed 14 Oct 2026. Company's own claim.
  27. 27.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  28. 28.FileYield data buyers page. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Jottings how we get paid page. Accessed 14 Oct 2026. Company's own claim.
  30. 30.micro1 Data License Master Terms, published 7 Oct 2026. Accessed 14 Oct 2026. Company's own claim.
  31. 31.beri.net, published 10 Oct 2026. Accessed 14 Oct 2026.