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AI Data Payout

Updated November 2026

Ventra vs Polyshares: use a broker or sell to the buyer?

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

Ventra is a broker that says it takes your data to several AI lab buyers and shows you the best offer it finds, while Polyshares says you sell to it, not through it. Both name deals of about $100K to $2M, and neither promises one. Ventra says it typically reaches an offer in 3-7 days and Polyshares says one to two weeks, but Ventra can't take legal, healthcare, financial services or accounting companies right now, and Polyshares lists legal, accounting and finance among what it wants most.1,2,3,4,5,6,7,8,9

Side by side

Ventra and Polyshares, row by row

Ventra

8.4/10

#2 in our seller ranking

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Polyshares

7.9/10

#3 in our seller ranking

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Most cells are what each company says about itself. The numbers link to the sources.

Ventra compared with Polyshares
TopicVentraPolyshares
Its roleA broker that shops your data to over a dozen AI labs and lab partners10,1Says it is the buyer: it licenses the data, pays you and supplies the AI labs3
Who qualifies30+ full-time staff and 3+ years; US, UK or Canada on its main site, plus Ireland, Australia and New Zealand on its partner page11,12Homepage says any company with real operating history; it asks brokers for 50+ staff, 3+ years and five core systems13,14
Law, health, finance, accountingCan't take them right now8Lists legal, accounting and finance among its most wanted, and marks healthcare as a premium industry9,15
Stated price$100K-$2M as potential deals, not a guaranteed payout4Typically $100K-$2M+5
Time to an offerTypically 3-7 days6One to two weeks after intake7
When you are paidUsually net 30 or net 60 after signing, depending on data collection and processing16Net 30 to 60 once the data is approved, anonymized and delivered17
Fees you payTerms say none now but may add them, and it may be paid by buyers; on our call it described a broker fee with no percentage18,1None, Polyshares says: no fee and no commission19,3
ExclusivitySet in the buyer's contract, which you review directly2Exclusive by default; all four deals it lists are perpetual exclusive licenses20,21
Who removes namesThe buyer or data partner; Ventra says each has its own process2An outside partner, before Polyshares or any buyer sees the record22
Who you are dealing withVentra Holdings LLC, Texas; it says Talent Stream Group LLC remains the main company23,24Polyshares, Inc., partners Nathan Mathews and Ryan Lock; no state or address on its site25

The real gap

A broker can pit buyers against each other, and a buyer quotes one number

Ventra's case is that several buyers beat one. It says it brings your data to multiple labs and lab partners, shows you the best offer, not the first one, and negotiates price and terms. What that costs you is less clear, because its terms say no fee now, may add fees and may be paid by buyers, and on our call it described a broker fee with no percentage. Get the number, and who pays it, in writing.2,10,18,1

Polyshares' case is simplicity. It says you deal with Polyshares and nobody else, and that the number it quotes is the number you receive because no agent takes a cut. It is also open that it is not working on your behalf, since it is buying. In our view any buyer wants to pay less, and a broker paid by buyers has its own pull, so a second offer from anywhere is the check on both.3,19

Choosing

Your industry and headcount may settle Ventra or Polyshares for you

A law, accounting, finance or healthcare company can rule out Ventra today and look at Polyshares, which says those are among what it wants. A construction, trades, manufacturing or logistics company of 30 to 49 people can fit Ventra's stated bar, though field crews who don't log in to a system don't count, and sits under the 50+ Polyshares asks brokers for, though its homepage says the length and detail of the record matter more than headcount, so ask.8,9,15,26,12,27,14,28

Both quote about 30 to 60 days to payment, but Ventra counts from signing and Polyshares from approved, anonymized and delivered data, so Polyshares' clock starts later. Compare the date each gives you for your own records.16,17

Before you sign

What to read twice with Ventra and with Polyshares

With Ventra, ask who signs with you, since its site says you agree terms directly with the buyer and it told us Ventra Holdings LLC was formed to sign these agreements. Its terms say delivered data may not be deletable and that it isn't responsible for what a third party does with it. They also describe a browser extension that reads page content in open tabs, which may include names, emails and messages, so have your IT person read that section first.2,24,29,30

With Polyshares, read the exclusivity line first. Exclusive is its default, and each of the four deals it lists, such as a $300,000 general contractor and a $275,000 solar company, is described as a perpetual exclusive license, while its standard wording says a defined term. It says it does not disclose which labs take which data, and its handling page describes listings in a buyer portal, each with a code in place of your name, while its homepage says no listing, so ask what that portal is.20,21,31,32,33

We work with both Ventra and Polyshares. The quiz sends you to whichever fits your company, and nothing stops you asking each for a number before you decide.

FAQ

Questions, answered with sources

  • Polyshares says it is not: it calls itself a data lab that licenses data directly, pays for it itself and supplies the AI labs. Ventra described itself to us as a broker, and says it brings your data to multiple buyers.3,1,2

  • Ventra is faster to an offer on the stated numbers, typically 3-7 days against one to two weeks at Polyshares. To money, Ventra says usually net 30 or net 60 after signing, and Polyshares says net 30 to 60 once the data is approved, anonymized and delivered, so its clock starts later.6,7,16,17

  • Polyshares lists accounting among what it wants, and Ventra says it can't take accounting companies right now. Polyshares asks brokers for 50+ employees, 3+ years and five core systems, though its homepage says any company with real operating history.9,8,14,13

  • Polyshares says there is no fee and no commission, and that it pays for the data itself and supplies the AI labs. Ventra's terms say it charges no fee now, may add fees and may be paid by buyers, and on our call it described a broker fee with no percentage.19,3,18,1

  • Polyshares says it does not disclose which labs take which data. Ventra says you agree terms directly with the buyer or data partner, so you see who that is, though that may be a data partner and not the lab itself, so ask.32,2

  • Polyshares says you keep the underlying data, with a license that is defined and bounded, though its four listed deals are perpetual exclusive licenses. Ventra says a licensing deal can let you keep ownership, and that the buyer's contract spells out the rights.3,21,34,2

  • 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

  • If the license is exclusive, what does that do to our right to license the same records again?
  • Do customer, supplier or platform contracts, NDAs or API terms restrict this?
  • Do professional rules apply (AICPA, IRC 7216, HIPAA, ABA Model Rule 1.17, insurance agency contracts, adviser rules, state boards)?
  • How does a license affect a sale of the business: reps and warranties, change of control, earnouts, exclusivity?

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 (34)

  1. 1.Ventra founder, call with AI Data Payout (2026-10-19), published 19 Oct 2026. Accessed 19 Oct 2026. Company's own claim.
  2. 2.Ventra company data page. Accessed 30 Oct 2026. Company's own claim.
  3. 3.Polyshares data licensing page. Accessed 30 Oct 2026. Company's own claim.
  4. 4.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  5. 5.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  6. 6.Ventra partner page. Accessed 15 Oct 2026. Company's own claim.
  7. 7.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Ventra partners page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Polyshares broker portal, market criteria update (2026-10-22), published 22 Oct 2026. Accessed 22 Oct 2026. Company's own claim.
  10. 10.Ventra founder, call with AI Data Payout (2026-10-19), published 19 Oct 2026. Accessed 19 Oct 2026. Company's own claim.
  11. 11.Ventra company data page. Accessed 30 Oct 2026. Company's own claim.
  12. 12.Ventra partner page. Accessed 15 Oct 2026. Company's own claim.
  13. 13.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  14. 14.Polyshares broker account, market criteria update (2026-10-22), published 22 Oct 2026. Accessed 22 Oct 2026. Company's own claim.
  15. 15.Polyshares intake catalog. Accessed 14 Oct 2026. Company's own claim.
  16. 16.Ventra company data page. Accessed 30 Oct 2026. Company's own claim.
  17. 17.Polyshares homepage. Accessed 15 Oct 2026. Company's own claim.
  18. 18.Ventra terms of service, published 30 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  19. 19.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Polyshares data handling page. Accessed 14 Oct 2026. Company's own claim.
  21. 21.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  22. 22.Polyshares data handling page. Accessed 30 Oct 2026. Company's own claim.
  23. 23.Ventra terms of service, published 30 Sep 2026. Accessed 30 Oct 2026. Company's own claim.
  24. 24.Ventra founder, call with AI Data Payout (2026-10-19), published 19 Oct 2026. Accessed 19 Oct 2026. Company's own claim.
  25. 25.Polyshares team page. Accessed 14 Oct 2026. Company's own claim.
  26. 26.Ventra company data page. Accessed 15 Oct 2026. Company's own claim.
  27. 27.Ventra fit criteria sent to AI Data Payout (2026-10-15), published 15 Oct 2026. Accessed 15 Oct 2026. Company's own claim.
  28. 28.Polyshares. Accessed 14 Oct 2026. Company's own claim.
  29. 29.Ventra terms of service, published 30 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  30. 30.Ventra terms of service, published 30 Sep 2026. Accessed 14 Oct 2026. Company's own claim.
  31. 31.Polyshares track record page. Accessed 14 Oct 2026. Company's own claim.
  32. 32.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  33. 33.Polyshares data handling page. Accessed 14 Oct 2026. Company's own claim.
  34. 34.Ventra company data page. Accessed 15 Oct 2026. Company's own claim.