New: who buys company data, October 2026 list
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Comparison

Troveo vs Appen: revenue share or payment on acceptance

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Troveo

Licensing agentRevenue shareVideo and audioProfile

Appen

Licenses directlyFixed paymentProfile

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Troveo Appen
TypeLicensing agentLicenses directly
RelationshipNone recordedNone recorded
What they buy

Records from eight kinds of business systems: chat, email and calendar, documents, work and knowledge tools, CRM and support, IT/HR/operations platforms, finance and operations, and data and code. It also invites internal systems.[1] as of

Outside business data, Troveo licenses video, audio, gaming and robotics content from creators and media companies.[2, 3] as of

Its home page gives IT Service Management, Salesforce/CRM, Customer Support, Financial Operations and Inventory Management as example systems of record.[4] as of

Its chat card names Slack, Microsoft Teams, Google Chat and Zoom; its documents card names Google Drive, OneDrive, SharePoint and Dropbox ('Contents plus the metadata: authorship, versions, timestamps'); and its work and knowledge card names Jira, Linear, Asana, Monday, Notion and Figma ('Tickets, sprints, wikis, and complete project histories').[1] as of

Its CRM, sales and support card names Salesforce, HubSpot, Google Calendar, Intercom and Zendesk ('Opportunity lifecycles, account histories, and the judgment calls in every close'); its business-platforms card names ServiceNow, Workday, SAP and Dynamics ('Records behind IT, HR, and operations tickets, workflows, and approvals'); and its finance and operations card names QuickBooks, Stripe, NetSuite, Pigment and Shopify ('Ledgers, invoices, and contracts — how the money actually moves').[1] as of

Three categories: operational documentation (procedures, knowledge bases, templates), decision and escalation records (approval chains, stage transitions, resolution outcomes) and systems of record (warehouses, ledgers, contracts).[5] as of

The company names the systems, teams, workflows and time periods in scope; Appen says nothing outside that list is read.[5] as of

For decision and escalation records, the signals it extracts are 'Approval and exception chains', 'Stage transitions with stated reasons', 'Escalation and hand-off paths' and 'Resolution outcomes and rework'.[5] as of

Who they buy from

Operating companies. No minimum size, age or location is published; its calculator runs from 20 to 1,000+ employees and from under 3 to 15+ years of history.[1] as of

Startups that are shutting down: a September 2026 guide covers licensing code, tickets, Slack threads and docs, and advises setting this up before the company dissolves.[6] as of

Its assessment also offers a role option for managed-service providers ('I run an MSP').[7] as of

Its snapshots page lists 'Construction & Building Trades' among 11 industries. One card, a 'Tech-Enabled Construction Company' (USA, 50–79 employees, 6 years, 13 systems), shows ServiceTitan, Google Workspace and Slack logos; another, a 'Building Products Manufacturer' (Manufacturing & Industrial, 500–999 employees), shows Microsoft Teams, OneDrive and Dynamics 365.[8] as of

Its assessment's business-type options include IT/MSP, healthcare/clinics/RCM, insurance/claims, financial services/fintech, legal/professional services, BPO/contact center, logistics/field service/supply chain, manufacturing/industrial, retail/e-commerce, marketing/media/creative agency, software/SaaS, real estate/property and something else.[7] as of

Operating companies: Appen says extraction is read-only and scoped to the workflows the company approves, so teams keep working as normal.[5] as of

Winding-down companies: Appen says wind-downs follow a faster path, can often license the complete operational history, and get a prioritized response.[5] as of

Payment model

Revenue share: Troveo says the owner shares in the revenue on every sale of its data, the first and each later one. The percentage is not published.[1] as of

Troveo says owners pay no fees or setup costs and that it takes no deductions from payouts. Its own share of each sale is not stated.[1] as of

For its video program, Troveo's help center says there is no fixed payout schedule, licensors are paid after the AI client pays, and delivery to payout can take up to 4–5 months.[9, 10] as of

Each partnership is quoted individually, with terms agreed in writing before anything is extracted. Payment is made on acceptance of the data, not on submission.[5] as of

Appen says it bears extraction, anonymization, preparation and transfer costs, with no upfront costs, setup fees or deductions from what the company is paid.[5] as of

Price depends on volume, the number and connectedness of systems, workflow complexity, data quality and how rare the operational knowledge is.[5] as of

Published ranges

Troveo says typical full-company deals start at six figures. It does not say whether that is the buyer's price or the owner's share.[1] as of

An example on its page totals $850,000 from four sales ($200,000, $250,000, $200,000 and $200,000), labelled illustrative, with 'actual terms scoped per partnership'.[1] as of

Its assessment page shows a sample result of $850K–$925K in estimated first-year net earnings from 4+ licensing deals, marked illustrative.[7] as of

Process

Four steps, as Troveo describes them: scope what is in or out, agree standard terms covering license and earnings, package (anonymize and document in a manifest), then get paid.[1] as of

No system access or software: the company runs the exports with Troveo's guidance (a short scoping call and a few hours, its FAQ says). Troveo handles every buyer conversation.[1] as of

Troveo says ownership never transfers and that exclusivity is time-limited, with exit terms in the agreement. A July 2026 guide says 95% of its licensors signed exclusively.[1, 11] as of

Register interest on the program page. Appen says its partnerships team replies within two business days, prioritizes wind-downs, and discusses nothing further before a mutual NDA.[5] as of

Stated sequence: agree scope and written terms (including retention and deletion), read-only extraction, the company reviews a representative sample pack, licensing only after its sign-off, then payment on acceptance.[5] as of

Data handling

Troveo says names, contact details, credentials and client identities are removed under one documented standard before use. The standard itself is not published.[1] as of

Buyers evaluate the data anonymously and are introduced to the company confidentially only after an agreement is signed. They receive anonymized data with a manifest of what is included.[1] as of

Personal data is detected and removed, with synthetic rewriting where workflow structure must survive redaction. Appen says this is automated and no lab or third party sees raw data.[5] as of

Pipelines are read-only and encrypted in transit, with per-engagement credentials, a named time-bound access roster with an audit trail, and no commingling with other partners' data.[5] as of

Geography

No country eligibility rule is published for business data. The assessment asks which languages the company's data uses, not where the company is based.[7] as of

Troveo says its overall library spans 150+ countries and 60+ languages, mostly video and audio.[4] as of

Appen lists offices in Sydney, Australia and Kirkland, Washington. The program page states no geographic eligibility.[12, 5] as of

How to apply

An online assessment of 10 questions returns a dollar estimate; name, company and work email are required to see it.[7] as of

The results page offers a 15-minute call, and the contact page has an 'I want to license my data' route.[7, 13] as of

Application page

Use the 'Register your interest' form on Appen's enterprise-data page ('Tell us what your company runs on'). Winding-down companies can flag their status on the form.[5] as of

Application page

Not publicly stated
  • Revenue-share percentage for business data checked
  • Payment timing for business-data deals checked
  • Length, scope and exit terms of exclusivity checked
  • Names of its buyers checked
  • The anonymization standard, and where raw exports are stored and when they are deleted checked
  • The licensing agreement owners sign checked
  • Payout range or example amounts checked
  • Whether payment is one sum, staged or recurring checked
  • Time from acceptance to payment checked
  • License duration and exclusivity checked
  • Eligibility criteria (company size, industry, country) checked
  • Which AI labs receive the data checked

Troveo pays owners a share of each sale of their data, while Appen quotes each partnership individually and pays once the data is accepted. Both say they charge owners no fees, both describe a license rather than a sale, and both accept companies that are closing.

How does getting paid differ between Troveo and Appen?

Troveo’s FAQ says owners “share in the revenue on every sale — the first and every one after”, with terms set in the owner’s agreement. Income therefore depends on how many buyers license the data and when they pay. As of October 2026, Troveo does not publish the percentage or the payment timing for business data. A support article for its separate content-owner program says payouts follow invoicing and receipt of the AI client’s payment, and that up to 4–5 months from delivery to payout is not uncommon; Troveo has not said the same applies to business data.

Appen says each partnership is “quoted individually”, terms are agreed in writing before extraction, and payment is made on acceptance of the data rather than on submission. That payment does not wait on later sales, but Appen does not say whether it arrives in one sum or in stages, or how long after acceptance. Upfront payment or revenue share? explains the trade-off between the two models.

Who does the export work: your team or the provider?

Troveo says there is “no OAuth into your systems” and no platform to install. Your team runs the exports with its guidance, which Troveo puts at a short scoping call plus a few hours, and Troveo anonymizes the files after receiving them.

Appen runs the extraction itself. It says access is read-only, with credentials scoped per engagement and a named, time-bound roster, and that extraction and anonymization are automated so no lab or third party sees raw data.

Either way, the provider’s process handles raw data before it is anonymized. Appen says retention and deletion terms are agreed in writing before extraction; Troveo does not publish where raw exports are stored or when they are deleted, as of October 2026.

How do exclusivity and approval compare?

Troveo says about 95% of its licensors have signed exclusively, a figure that spans its content program, and that business-data exclusivity is “time-limited and it has to be earned”, with exit terms in the agreement. Its length and scope are not published. Troveo also says buyers evaluate the data anonymously and your company is introduced to them only after an agreement is signed.

Appen describes “a defined licence for a defined use” and says your company signs off on a representative sample pack before anything is licensed. It does not say whether the license is exclusive or how long it runs. With either provider, the exclusivity term decides whether you can take another offer for the same data.

Which fits a company that is closing?

Both invite closing companies. Appen says wind-downs “follow a faster path” and get a prioritized reply. Troveo’s guide for shutting-down startups says the process takes weeks, with rights work setting the pace, and advises setting up licensing before the entity dissolves.

The payment models matter more here than for an operating company. A revenue share keeps paying as later sales happen, so a closing company needs a way to receive those payments after it is dissolved, and Troveo’s guide does not say how that works. Appen’s payment on acceptance does not depend on later sales, which leaves less open after dissolution.

How established is each program?

Appen was founded in Sydney in 1996 and has been listed on the Australian Securities Exchange since 2015; its enterprise-data page carries no launch date. Troveo launched in 2024 with $4.5 million in seed funding, The Hollywood Reporter reported, and announced business data as a new category in April 2026. Troveo says it has paid more than $20 million to rights holders across video, audio, gaming, robotics and business data, without a breakdown by category.

Should I choose Troveo or Appen?

Based only on what each publishes as of October 2026:

  • Consider Appen if you want a price agreed in writing before extraction and paid when the data is accepted, you would rather the provider run the extraction, or you are winding down and want a prioritized path.
  • Consider Troveo if you would rather share in each sale of your data over time, you prefer to export files yourself instead of granting system access, or you also hold video or audio, which Troveo licenses through its content-owner program.

Troveo publishes no revenue-share percentage, Appen publishes no price range, and neither gives a payment timeline for business data, so written terms from each are the only way to compare amounts.

Sources

  1. Troveo program page, Troveo. Accessed .
  2. License Your Content to Top AI Companies | Troveo, Troveo. Accessed .
  3. How to Sell Data to AI Companies (and What It's Worth in 2026), Troveo. Published . Accessed .
  4. Troveo | Real-World Data Powering Top Frontier Labs, Troveo. Accessed .
  5. Appen program page, Appen. Accessed .
  6. Shutting Down Your Startup? How to Sell Your Code and Data to AI Labs, Troveo. Published . Accessed .
  7. What's Your Business Data Worth? | Troveo, Troveo. Accessed .
  8. Troveo Business Data snapshots, Troveo. Accessed .
  9. How do payouts work on Troveo? (Troveo Knowledge Base), Troveo. Accessed .
  10. How long do Troveo licensing deals take? (Troveo Knowledge Base), Troveo. Accessed .
  11. AI Data Licensing in 2026: How Deals Work and What Data Costs, Troveo. Published . Accessed .
  12. About Appen, Appen. Accessed .
  13. Contact | Troveo, Troveo. Accessed .

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