How much is my company data worth to AI buyers?
AI data buyers publish ranges from $10K (Scale AI) to $4M+ (Handshake AI) for a license to a company's records, and the only real price for yours is a signed offer. Years of history, record volume and your right to license the records move the number most; headcount alone does not set it.
By Hoyt Gong, Topology Partners. Facts checked . Topology Partners is an independent referral intermediary and is not affiliated with or endorsed by any buyer named on this page.
Company data value: what each AI buyer publishes
Each AI data buyer publishes its own range, and the ranges span $10K to $4M+ per deal. The table quotes each buyer's page as read on 2026-10-25.
| Buyer | Published figure for the company | What the buyer says sets it | Read |
|---|---|---|---|
| micro1 | $100K to $2M+ "for approved data packages". Its data partnerships page lists three tiers: $100K to $500K, $500K to $2M, and $2M+. | "Dataset size and volume, workflow complexity, data quality, domain expertise represented, and the uniqueness of the operational knowledge" | 2026-10-25 |
| Scale AI | $10K to $1M+, "illustrative value per data partnership, scaling with cadence" | Established data systems, years of records, real workflows and domain depth | 2026-10-25 |
| Handshake AI | $100K to $4M+ | Its estimator asks for employees, number of tools, years in business and country | 2026-10-25 |
| Mercor | Publishes no range | "Data volume, the tools you connect, and the depth of your data" | 2026-10-25 |
| Turing (Project Lazarus) | "A single payout of up to $1M" | A review of a representative sample for scope, quality and rarity | 2026-10-25 |
micro1 describes its top tier as "highly unique, proprietary operational data". Its middle tier covers large datasets or "ongoing participation across multiple teams and business functions". micro1 also says payments typically range from $150K to over $2M.
These ranges describe each program as a whole. None of them is a quote for your company, so use them to set expectations before any buyer call.
Buyer estimators: what micro1 and Handshake AI show for a given size
Two buyers, micro1 and Handshake AI, run public estimators that turn headcount and years into a dollar range. I sampled both on Oct 15, 2026, for a US company.
| Inputs sampled | micro1's estimator | Handshake AI's estimator |
|---|---|---|
| 30 employees, 5 years | $203K to $377K | $159K to $381K |
| 60 employees, 10 years | $305K to $661K | $308K to $668K |
| 100 employees, 10 years | $379K to $888K | $383K to $897K |
| 150 employees, 20 years | $578K to $1.73M | $584K to $1.75M |
Figures are each buyer's own indicative output, rounded to the nearest $1,000 (or $10,000 above $1M). Read each column on its own. They come from two different models, and Topology Partners does not average, blend or adjust them.
Both buyers say plainly what the output is. micro1 labels it an "indicative estimate only" and says the final payout depends on "data sources, volume, quality, access terms, and due diligence." Handshake AI says its figure "is not an offer to purchase your data."
The inputs differ too. micro1 asks for years of data. Handshake AI asked for years in business and capped its inputs at 200 employees and 20 years. As of 2026-10-25, Handshake AI's widget also asks how many tools you use, so a fresh run can differ from the Oct 15 sample. Run both estimators yourself with your own numbers before a buyer call.
What moves the number: history, volume, record types, rights and demand
Five things move what a buyer will pay for your records, and the buyers name most of them on their own pages.
- Years of history. Scale AI looks for "years of records in the tools your teams already run on." Handshake AI looks for 3+ years in operation.
- Volume. micro1 and Mercor both name data volume as a pricing input.
- Record types and tools. Mercor says "connecting more tools generally results in a higher payout." Email, Slack, CRM, support tickets and project tools each add a different kind of record.
- Your rights to license the records. A buyer can only license what you are free to license. Records your customer contracts restrict come out of scope and out of the price.
- Buyer demand. micro1 says it prioritizes US companies, and Turing names its strongest demand as the US, UK, Canada and the EU. Demand for your industry and workflows changes what each buyer offers.
Headcount alone does not set a price. Both estimators take headcount as an input, but the buyers price the records themselves. micro1 says it tailors "an offer based on the nature, scale, and value of your data." Turing says it assesses a representative sample and then returns one valuation. Before any call, count what you have: years, records per system and which systems you could include.
What lowers the value of company data
Regulated records, contract limits, thin history and non-English records each lower what a buyer will pay or rule a company out.
- Regulated data. Topology Partners keeps health records, payment data, HR files and government IDs out of scope. If they sit inside your main systems, the usable share shrinks.
- Customer-contract limits. Many customer and vendor contracts limit how you use their information. Whatever they restrict leaves the scope.
- Thin history. A company with a year or two of records has less to license. Handshake AI's stated bar is 3+ years in operation.
- Non-English records. micro1 says "data should be primarily in English," and its reps must work in English.
- Small teams. micro1 looks for 30+ full-time employees and Scale AI calls 40+ employees its preferred starting point.
List your likely exclusions before the first buyer call. Your lawyer decides what the contracts allow, and our checklist for counsel lists what they will check.
Why competing offers are the only real price for your records
The only reliable price for your company data is an offer from a buyer, and the only way to test it is a second offer. Each buyer shows you only its own number.
Offers also differ in more than price. Compare permitted uses, exclusivity, payment timing and what happens when the license ends. Not every buyer makes an offer, and buyers move at different speeds.
Topology Partners introduces you to the buyers that fit on the same day, so you can compare any offers side by side. You sign directly with the buyer you pick, or with none. For the steps from fit check to signature, read how licensing company data to AI companies works.
Questions owners ask
How much is my company data worth to an AI company?
The buyers' published ranges run from $10K to $1M+ at Scale AI, $100K to $2M+ at micro1 and $100K to $4M+ at Handshake AI, read 2026-10-25. Mercor publishes no range. Your own number comes only from an offer made after a buyer reviews your records.
Can I get a quick estimate from my headcount?
micro1 and Handshake AI each run a public estimator that takes headcount and years. Both label the output an indicative estimate, and Handshake AI says its figure is not an offer. Headcount is an input, but the buyer prices the records themselves after review.
Does Topology Partners estimate what my data is worth?
No. Topology Partners quotes only the buyers' own published ranges and estimator outputs, labelled and dated. Any number for your company comes from a buyer, in an offer you can accept or decline.
What makes company data worth less?
Short history, low volume, records your customer contracts restrict, regulated data such as health records, and records that are not mostly in English. micro1 says data should be primarily in English, and Handshake AI looks for 3+ years in operation.
Is a buyer's estimator result an offer?
No. micro1 calls its output an indicative estimate only, with the final payout set by data sources, volume, quality, access terms and due diligence. Handshake AI says its estimate is not an offer to purchase your data.
Do buyers pay once or every year?
It depends on the buyer and the contract. Scale AI says it designs partnerships so there is opportunity for recurring revenue. Turing describes Project Lazarus as a single payout of up to $1M. Your contract sets the schedule.
How Topology Partners is paid
Topology Partners is paid by buyers, never by you. When you sign with a buyer that runs a referral program, that buyer pays us a referral fee. Here is what each buyer publishes, as we read it on October 24, 2026:
- micro1: $50,000 for deals up to $700,000, or 7.5% of deal value above that; $75,000 for a company that has shut down, on deals up to $1M. micro1 pays by wire after it has received and approved the data.
- Mercor: 5% of the signed deal, up to $100,000. Each Mercor listing sets its own cap, currently $25,000 to $92,500. Paid after your first data delivery.
- Scale AI: up to $50,000, paid only if Scale signs a partnership with you.
- Handshake AI: $10,000, paid once your data transfer is completed and accepted.
- Turing (Project Lazarus): up to $10,000 when a referral “becomes a deal”. Turing doesn't define what that means.
- Troveo: a marketplace with no referral program. It pays us nothing.
Some buyers pay us more than others. Here is what that means for you:
- 01You pay nothing. No fee to us, at any point, whether or not you sign.
- 02Nothing comes out of your contract. The buyer pays our fee separately; it is never deducted from what you're paid.
- 03You see our fee first. Before any introduction, we tell you in writing what each buyer pays us.
- 04You can strike any buyer. Including the ones that pay us most. Offers come straight to you, and the final choice, including “none”, is yours.
No buyer pays us to be listed or ranked on this site.
See which buyers fit your company
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Sources
- micro1, Data partnerships page, read 2026-10-25
- micro1, Company referral page (company payout range), read 2026-10-25
- micro1, Data payout estimator (outputs sampled 2026-10-15), read 2026-10-25
- Scale AI, Data partnership page, read 2026-10-25
- Handshake AI, Data partnerships page and estimator (outputs sampled 2026-10-15), read 2026-10-25
- Mercor, Data page, read 2026-10-25
- Turing, Project Lazarus page, read 2026-10-25