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AI Data Payout

Updated October 2026

For M&A advisors: data licensing before and after the deal

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

You run a process to find the best buyer for your client's company. Its email, files and records now have a buyer list of their own, and AI companies pay to license a copy separately from the sale. In the Spirit Airlines bankruptcy, the internal archive alone drew $10M from Google against a $7.5M bid from Mercor, and micro1 filed a late $12.5M bid; the court has not yet ruled on the sale.1,2

Match my companyWhat is it worth?

The buyer list

Who bids for a company's records

The data buyers are a short, known list. micro1 has committed $1B over 12 months to buy company data, and others license directly or through a broker that negotiates on the owner's behalf. Most want 20 to 30 or more people, a few state no minimum, some leave out regulated fields such as healthcare and financial services, and most charge sellers nothing.3,4,5,6,7,8,9,10

Specialists have started advising on the asset class. Hilco lists proprietary enterprise data, codebases and AI training assets as an advisory line across M&A, restructuring and carve-outs. Tiger appraises revenue-generating databases for M&A and buyouts.11,12

Who bids for a company's records
FactValue and source
Spirit Airlines internal archive

$10M from Google, against a $7.5M Mercor bid

The court has not ruled on the sale; the approval hearing was moved to 2026-11-06.

[1] Bloomberg Law ·

Company-data budget

Committed $1B over 12 months to buy company data

[3] The Next Web ·

Hilco and AI training assets

Lists "Proprietary Enterprise Data, Codebases & AI Training Assets" as an advisory line, covering M&A, restructuring, bankruptcy, Article 9 sales and corporate carve-outs

Hilco also frames the transferability of data as an advisory topic.

[11] Hilco Global, Intangible Assets · company's own claim ·

Before signing

Pre-deal: a parallel track, not a distraction

Published ranges for operating companies mostly run $100K to $2M, as the buyers' own claims, and offers usually come within a few days to two weeks. That fits inside a marketing period. What you have to manage is sequencing: whether a license closes first, and how it is shown to bidders, both questions for the data buyer and deal counsel. The quiz tells you in a couple of minutes which buyers would take your client.13,14,15,16

Brokers will not raise it for your client: we found none that mentions AI data licensing, so an adviser who does brings something competing pitches lack.17

After signing

Post-deal: buyers watch announcements

Data buyers read deal news. Eight days after Warmly agreed to be acquired by HubSpot, Mercor emailed Warmly's CEO offering to buy or license its code and task records. License My Data names acquirers holding legacy systems after a carve-out as sellers. If your client is the acquirer, expect inbound interest in the target's archive.18,19

Diligence is moving the same way. Foley and Lardner describes training-data rights as a freestanding diligence category in AI deals, with tailored representations and warranties, and Frankfurt Kurnit Klein & Selz writes that a prior data sale will surface in diligence with documentation expected.20,21

FAQ

Questions, answered with sources

  • AI labs, usually through a licensor that will not name the lab, and Google bid for Spirit Airlines' archive directly. micro1 alone has committed $1B over 12 months to buying company data.3,4,5,6,8,22,1

  • Published ranges mostly run $100K to $2M, as the buyers' own claims. A distressed archive with a public auction, like Spirit's, can draw more.13,14,16,23

  • Some do. Mercor emailed Warmly's CEO eight days after its HubSpot agreement, offering to buy or license its records.18

  • In AI deals Foley reports they are a separate category, and Frankfurt Kurnit Klein & Selz says a prior data sale will come up in diligence.20,21

  • Hilco has an advisory line for enterprise data and AI training assets; Tiger appraises revenue-generating databases.11,12

  • We found none that mentions AI data licensing. That leaves room for an adviser who raises it first.17

  • 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

Questions to talk through with your buyer

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

  • Does a change of control end the license, or pass it to the acquirer?
  • Can the license be exclusive if the acquirer wants the data for its own AI work?
  • 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 (23)

  1. 1.Bloomberg Law, published 17 Aug 2026. Accessed 14 Oct 2026.
  2. 2.AI Weekly. Accessed 14 Oct 2026.
  3. 3.The Next Web, published 9 Oct 2026. Accessed 14 Oct 2026.
  4. 4.Polyshares website. Accessed 14 Oct 2026. Company's own claim.
  5. 5.Mode company data site. Accessed 14 Oct 2026. Company's own claim.
  6. 6.Meta Ad Library, Ventra page. Accessed 14 Oct 2026. Company's own claim.
  7. 7.Ventra partners page. Accessed 14 Oct 2026. Company's own claim.
  8. 8.Grepped business page. Accessed 14 Oct 2026. Company's own claim.
  9. 9.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  10. 10.Mercor Data page. Accessed 14 Oct 2026. Company's own claim.
  11. 11.Hilco Global, Intangible Assets. Accessed 14 Oct 2026. Company's own claim.
  12. 12.Tiger Capital Group, Intellectual Property. Accessed 14 Oct 2026. Company's own claim.
  13. 13.micro1 company referral page. 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.Ventra company data page. Accessed 14 Oct 2026. Company's own claim.
  17. 17.Our check of broker and marketplace sites. Accessed 14 Oct 2026.
  18. 18.AI Weekly, reporting The Information, published 15 Aug 2026. Accessed 14 Oct 2026.
  19. 19.License My Data. Accessed 14 Oct 2026. Company's own claim.
  20. 20.Foley and Lardner. Accessed 14 Oct 2026.
  21. 21.Frankfurt Kurnit Klein & Selz (Daniel Goldberg), published 1 Oct 2026. Accessed 14 Oct 2026.
  22. 22.Pewter website. Accessed 14 Oct 2026. Company's own claim.
  23. 23.Mode company data site. Accessed 14 Oct 2026. Company's own claim.