There is no standard price, but public deals show the range. HarperCollins reportedly offered $5,000 per book, split between author and publisher. In August 2026 Google won a $10 million bankruptcy auction for Spirit Airlines’ internal emails and Teams chats, and some closed startups have reportedly sold old Slack messages and work emails in six-figure deals. For an established business, the price depends on a buyer wanting a defined set of records, the rights it asks for and the preparation work. Compare the whole proposal before treating a headline amount as income.
What AI companies have paid for data
Most data licenses are private. These deals were reported publicly; amounts the companies did not confirm are marked as reported.
- The largest amounts went to very large content libraries. The Spirit and closed-startup deals are the closest public examples for an operating business: buyers paid for the working history of a company.
- See who buys company data for AI training for the buyer types, and tell Origin about your company to find out whether your records are worth a buyer’s review.
| Seller | What was sold or licensed | Buyer | Price |
|---|---|---|---|
| Spirit Airlines, in bankruptcy (August 2026) | About 100 million emails and 500 million Microsoft Teams chats, plus other internal business records | $10 million winning auction bid, subject to court approval (TravelPulse) | |
| Closed startups (2026) | Old Slack messages, work emails and other workspace records | Companies training AI models | Some deals reportedly reached six figures (Forbes, via Newser) |
| Reddit (February 2024) | User posts, for training AI models | About $60 million a year, per a source cited by Reuters; not confirmed by the companies | |
| News Corp (May 2024) | Current and archived news content | OpenAI | Potentially more than $250 million over five years, as reported by Variety |
| HarperCollins (November 2024) | Select nonfiction backlist titles, with author opt-in | Not named by the publisher | A reported $5,000 per title, split between author and publisher (Quill and Quire) |
Employee count is not a quote.
A useful price discussion needs defined material, an interested buyer, the rights requested, and the obligations involved. Company size and retained history only frame the conversation.
Origin does not provide valuations. These factors are questions to investigate, not scoring weights or promises of a higher offer.
What should a price discussion cover?
Start with the records, their context, and the proposed use. Ask how quality, volume, connected workflows, and preparation work affect the offer.
Ask the receiving company to explain its assumptions. A preliminary estimate is not a payment commitment. Review licensing requirements separately from the offered price.
Scope and quality.
Define teams, workflows, dates, categories, and exclusions. Counts can include duplicates, gaps, inaccessible links, or material that must be excluded.
Can records be sequenced? Are decisions and outcomes connected? What preparation is required? Ask whether a company-level description is enough for the initial evaluation.
Continuity and uniqueness.
Investigate what the history explains across a process and what may be distinctive. Being internal does not itself establish uniqueness or value.
Compare an archive of closed tickets with one that also retains investigation notes and verified fixes. Describe those differences before discussing price.
Rights, demand, and permitted use.
Ask what the buyer wants to accomplish and which permissions it needs. Investigate whether your company can grant them and whether the proposal fits its priorities.
Compare offers for the same scope. A license can grant exclusive or nonexclusive rights. Clarify those rights alongside ongoing work and termination conditions.
| Factor | Question to resolve |
|---|---|
| Scope | Which records, dates, and exclusions does the offer cover? |
| Rights and uses | Who can use it, for what, and for how long? |
| Company effort | What preparation, delivery, updates, or support are required? |
| Payment | What triggers acceptance and payment? Which costs or conditions apply? |
Compare two different proposals, not just two prices.
Imagine two illustrative proposals for the same software company. One requests an existing archive; the other requests continuing updates. No prices are assigned below because these are invented terms used to demonstrate the comparison, not buyer offers or market benchmarks.
| Question | Illustrative proposal A | Illustrative proposal B |
|---|---|---|
| Which records? | A defined historical set of internal runbooks | Runbooks plus agreed future updates |
| What delivery work? | One prepared delivery with specified exclusions | Initial preparation and a continuing update process |
| What rights? | Defined use under the proposed agreement | Defined use plus separate terms for future additions |
| When is payment due? | After the stated acceptance condition is met | Under a proposed schedule with update obligations |
| What needs review? | Acceptance criteria, preparation effort, exclusions | The same questions plus ongoing cost and ability to stop updates |
What if the amount is stated but the conditions are missing?
A headline payment cannot be compared reliably while acceptance, scope, or required work is unresolved. Use the questions below before treating an indicative amount as income. This is Origin’s review framework, not a valuation or accounting rule.
- If an assumption changes, update the comparison rather than treating a blank cost or term as zero. For the delivery models, see one-time versus recurring licensing.
| Unresolved term | Why it matters to the comparison | Next check |
|---|---|---|
| Acceptance | Payment may depend on a review, a partial delivery, or conditions not yet defined. | Ask for written criteria, who decides, and when payment becomes due. |
| Preparation effort | Internal review, exclusions, and revisions may require work before any acceptance. | Assign an operations owner to estimate the defined scope and show unknown costs. |
| Updates or support | The same headline amount may cover one archive or continuing work. | Separate the initial delivery from later obligations and possible renewals. |
| Rights and restrictions | Exclusivity or continuing uses may affect what the company can do afterward. | Have the responsible reviewers compare the requested rights, duration, and surviving terms. |
Use a worksheet when an actual offer arrives.
Download the data licensing offer comparison worksheet. Record what the proposal says, what your team has verified, and what remains unresolved. Keep the completed worksheet within your company.
Ask finance and operations to separate an offered payment from preparation costs, staff time, recurring obligations, and the conditions that must be satisfied before payment. Leave unknown amounts blank. A preliminary discussion is not an offer, and an offer is not collected income.
If you are still describing what exists, start with the company data inventory. Get a free valuation about your company before commissioning an export or treating licensing as a revenue forecast.
Compare the whole proposal.
Record scope, rights, deliverables, dependencies, payment triggers, and unresolved questions. Have finance, operations, and specialist reviewers assess the same terms.
Confirm the payment amount, acceptance criteria, and payment date in the agreement.
Use the diligence guide before committing. Read how it works for Origin’s initial role.
Common questions
How much do AI companies pay for company data?
Public deals range from a reported $5,000 per book to a $10 million auction for Spirit Airlines’ internal emails and chats, and some closed startups reportedly sold Slack and email archives in six-figure deals. There is no public price list; the amount depends on the records, the rights requested and the preparation work.
Can Origin estimate a price from our employee count or number of files?
No. Origin does not provide valuations. A meaningful offer needs a recipient, a defined record scope, requested rights, and payment conditions.
Is a proposed licensing payment the same as company profit?
No. Review preparation and delivery costs, staff effort, deductions, and continuing obligations separately. A proposed payment is also different from an accepted agreement or collected cash.
What should we do before a buyer makes an offer?
Describe one record category, the retained history, responsible team, and restrictions. Use a company-level inquiry rather than commissioning an export or forecasting a payment.
Sources and further reading
Origin Data Partners is independent and not affiliated with any buyer named on this page.
- TravelPulse: Google buys Spirit Airlines’ data for $10 million (August 18, 2026)
- Newser, citing Forbes: failed startups sell Slack chats and emails to train AI (April 20, 2026)
- Reuters via Yahoo: Reddit in AI content licensing deal with Google (February 22, 2024)
- Variety via Yahoo: News Corp inks OpenAI licensing deal (May 22, 2024)
- Quill and Quire: HarperCollins signs AI training deal (November 20, 2024)
- U.S. Copyright Office: 17 U.S.C. § 101