Turning held data into a revenue line
Monetise company data: read the platform, the buyer and the tax first
- Subject
- Data monetisation software data terms
- Date read
- Basis
- 6 vendors' own documents, 6 read
A company can list its data on a marketplace, license it to an AI developer or sell it to research buyers, and each route carries its own terms. We read 6 documents from 6 data marketplaces and exchanges, the newest on 2026-10-28; 3 leave ownership with the company that lists.
Source: Data monetisation software data terms: every row, with its source
Tell us what data the company could monetise
What happens next
- Say what the data is, which systems produce it and whether the company is trading, closing or for sale.
- We set it against the marketplace terms on the board, the buyer routes and the tax rules on licence income.
- We reply with the shape that fits: a licence the trading company keeps earning from, a sale of a closing company's data, decided by its directors until a liquidator or administrator takes office and by the office-holder after (a sale made after a winding-up petition is void if the court then orders the winding up, unless it validates the sale), or a route agreed with the adviser who referred you.
No marketplace, data scout or buyer pays to appear on this site, and it carries no affiliate links. The answers are our reading of published documents, not legal or tax advice. If a company licenses or sells its data to a buyer we introduce, it pays us 12.5% of the deal, with a minimum, when we act as its exclusive agent, or 10%, with a minimum, when its data joins a bundle or the pool, agreed in writing beforehand; anything a buyer pays us is credited against the company's fee.
Data marketplace terms on a company's listed data, platform by platform
Last updated
One row per data marketplace, data cloud listing service or data exchange whose documents we read, each answer standing on a sentence from the document beside it. Not stated means what we read is silent on the question; varies means two of the platform's documents answer it differently.
- 3 of the 6 data marketplaces on this board leave ownership of listed data with the company that lists it, read up to 2026-10-28.(Data monetisation software data terms: every row, with its source)
| Data marketplace or exchange | Who owns the listed data | Usage or aggregated data kept by the platform | AI training on listed data | What happens when the listing ends | Source |
|---|---|---|---|---|---|
| Google Cloud | the business | not stated | not stated | not stated | Google Cloud Marketplace terms |
| Hugging Face | the business | not stated | not stated | no export promised | Hugging Face terms of service |
| LiveRamp | not stated | reserved | not stated | not stated | LiveRamp Platform Terms |
| Monda | not stated | reserved | not stated | not stated | Monda terms of service |
| Mozilla Data Collective | the business | not stated | not stated | on request | Data Provider Terms |
| Snowflake | not stated | reserved | not stated | not stated | Snowflake Marketplace Provider and Consumer Terms |
Method and citation
Each vendor's own published terms were read through estate-fetch and stored whole (sha256 on every row). For every document, four questions were answered from the vendor's own words: who owns the business's data, vendor keeps aggregated or anonymised use, training AI on the business's data, export at exit. Every stated answer carries the sentence it rests on, checked against the stored text; 'not stated' means the document read does not address the question. A vendor with several documents reads 'varies' where they disagree. 6 vendors, 6 documents.
“Data marketplace terms on a company's listed data, platform by platform”, Monetise Company Data, https://monetisecompanydata.com/ (updated 2026-10-28).
Worth knowing
Every figure sourced and dated.
- Data monetisation platforms: what their terms say
What data monetisation platforms such as Snowflake, Google Cloud Marketplace, LiveRamp, Monda and Hugging Face say about who owns listed data and what they keep.
- Data monetisation strategy: the three routes buyers publish
A data monetisation strategy starts with the route: AI training buyers, research scouts or audience exchanges, and whether each buys the data or introduces buyers.
- How is data licensing income taxed? The US statutes
How the Internal Revenue Code classes income from licensing or selling company data, and which states tax information and digital services: 26 U.S.C. 61, 197 and 1221.
- VAT on data licences, and data as a UK intangible
Where HMRC places a supply of data licensed to a business or a consumer for VAT, and how the Corporation Tax Act 2009 treats data as an intangible asset.
- Selling a business as a going concern, or licensing its data
When a business is sold as a going concern its data goes with it; when it stays, a licence can earn from the data instead. What the buyers we read say about each.
Frequently asked
How can a company monetise company data it already holds?
Three routes recur on our boards: listing it on a data marketplace or data cloud, licensing it to an AI developer through a data partner, or offering it to investment researchers through a data scout. The organisations whose pages we read mostly send company data towards AI training, with Neudata and Eagle Alpha the research-side route and LiveRamp the audience one. (Data monetisation software data terms: every row, with its source)
Does a data marketplace take ownership of what we list?
Not on the terms we read. Mozilla Data Collective's provider terms say the provider owns the dataset and the platform obtains no ownership in it, Google's Cloud Marketplace terms leave intellectual property in customer data with the customer, and Hugging Face tells uploaders that they own the content they create. What platforms do keep is narrower: Snowflake, LiveRamp and Monda reserve a right to usage or aggregated data about how their services are used. (Data monetisation software data terms: every row, with its source)
Do data scouts charge the company that sells the data?
Some say plainly that they do not. Neudata says it takes no cut of sales made through its service, Eagle Alpha that profiles carry no fees, commissions or revenue sharing, and Polyshares, which buys data itself, that there is no fee and no commission. (Data monetisation software data terms: every row, with its source)
How is income from licensing company data taxed in the US?
The Internal Revenue Code defines gross income in 26 U.S.C. 61 as all income from whatever source derived, and section 197 treats an information base, such as business books and records or customer lists, as an intangible amortised over 15 years when acquired. A few states also tax information services as such: New York's sales tax reaches the furnishing of information, other than information that is personal or individual in nature. (Data monetisation software data terms: every row, with its source)
Is VAT charged on a data licence sold from the UK?
It depends where the customer belongs. HMRC's Notice 741A places a business-to-business supply of services, under the general rule, where the customer belongs, and HMRC says a cross-border digital service to a consumer is supplied where the consumer usually lives. Which rule a particular licence falls under is a question for the company's tax adviser. (Data monetisation software data terms: every row, with its source)
Can a company keep trading while it monetises its data?
Yes, and that is the usual case. Several buyers on our board license data from companies that keep running and say the company keeps ownership: micro1 says companies retain ownership of their underlying data and Troveo that ownership never transfers. (Data monetisation software data terms: every row, with its source)
Sources
This site's own datasets, every figure quoted from its source and dated:
- The routes a company's data is bought through: 6 of 14 organisations read on their own pages take or list a company's data without charging the owner, newest read 28 October 2026.
- How data licence income is classed and taxed: 2 of 6 tax texts read in GB and the US put a sales or use tax on information or data services, newest read 28 October 2026.
- Data monetisation software data terms: 3 of 6 data monetisation software vendors whose terms we read reserve the right to use their customers' data in aggregated or anonymised form, read 28 October 2026.
| No. | Source | Published by |
|---|---|---|
| [1] | Snowflake Marketplace, Provider and Consumer Terms | snowflake.com |
| [2] | Snowflake Marketplace, about | docs.snowflake.com |
| [3] | AWS Data Exchange FAQs | aws.amazon.com |
| [4] | AWS Data Exchange, providing data products | docs.aws.amazon.com |
| [5] | AWS Marketplace, data products | docs.aws.amazon.com |
| [6] | Databricks Marketplace provider policies | docs.databricks.com |
| [7] | Google Cloud, commercialise BigQuery sharing listings | docs.cloud.google.com |
| [8] | Google Cloud Marketplace terms | cloud.google.com |