The short version
- AI systems already use publisher content for training, for grounding answers, and in search and agent products. Licensing defines how participating AI companies may use it, under agreed permissions and commercial terms.
- You can license articles, archives, images, video, audio and data. You decide the scope: whole sites, sections, content types, or exclusions.
- There are three main routes: collective licensing, marketplaces and direct deals. They can often be combined, provided their permissions, restrictions and obligations don't conflict.
- The most important preparation is a clear rights inventory, especially for content you license in from others.
1. What AI content licensing is, and why now
AI content licensing defines how participating AI companies, search platforms, agents and enterprise systems may access and use your content, under agreed permissions and commercial terms. Revenue depends on buyer demand, the rights offered and the applicable agreement.
The open web was built for people to search, click and visit. The agentic web is being built for AI search, crawlers, agents and enterprise systems that read content on a reader's behalf, often without sending a visit back. When fewer readers click through, the old model of earning from advertising on page views weakens.
Licensing gives publishers a commercial path into that new environment, ideally before the terms are set by platforms alone.
2. What you can license
Two questions define a licence: what content is included, and which uses are allowed.
Content
Paywalled content can be included or excluded. You can also set scope at the level of domains, subdomains, sections or content types, so a licence never has to cover everything you publish.
Uses
- Training: content used to build or improve AI models.
- Grounding and retrieval: content fetched at the moment an AI system answers a question, so the answer reflects current, reliable information.
- AI search and agents: content summarized, quoted or acted on inside AI search results, assistants and agent workflows.
Each use carries a different value and risk, so many publishers allow some uses while requiring a separate licence, or refusing, for others.
3. Three licensing routes compared
Once your scope and rights are clear, there are three main ways to take content to market.
| Collective licensing | Marketplaces | Direct deals | |
|---|---|---|---|
| How it works | You join a collective that negotiates standard terms with AI companies, tracks usage and administers royalties for its members. | You list licensing-ready content on a platform where AI buyers discover and license it through standardized listings. | You negotiate one-to-one with an AI company, enterprise, search or agent platform. |
| Best suited to | Publishers who want market leverage without negotiating alone, including small and mid-size catalogs. | Publishers with well-structured content who want discovery by many buyers. | Publishers with distinctive or large catalogs that a specific buyer needs. |
| Pricing | Collective rates and royalty rules, applied across members. | Set within the platform's listing and payment model. | Fully negotiated, for example flat fees, usage-based payments, or a mix. |
| Your effort | Lower once enrolled: readiness, scope and reporting. | Medium: listings, metadata and ongoing maintenance. | Highest: outreach, negotiation, contracts and delivery. |
| Control | You approve the scope; the collective's standard terms apply. | Your listing terms, within the platform's rules. | Bespoke terms for each agreement. |
| How LINC helps | Activate your content in ILC, manage enrollment, declarations and reporting, and represent your interests locally. | Bring your content to relevant marketplaces and manage listings and updates. | Develop buyer opportunities, match content to demand and drive licensing deals through execution. |
These routes are not mutually exclusive. A publisher might enroll its archive in a collective, list a data product on a marketplace, and pursue a direct deal for real-time news. Before combining routes, check how each agreement's permissions, restrictions and obligations overlap for the same content. Exclusivity is one of these, but not the only one.
LINC is a local operating partner in Asia for one collective route, the Internet Licensing Collective (ILC).
4. How pricing is changing: from pay-per-crawl to pay-per-use
Pricing for AI access to content is shifting. The first models charged each time a crawler fetched a page; newer models pay when content is actually used in an AI answer. As of October 2026, what is still missing is a transparent, shared way to value that use.
| Pay per crawlCloudflare | Pay per useInternet Licensing Collective (ILC) | Pay per useCloudflare Pay Per Use | Pay per useGoogle AI contribution pilot | |
|---|---|---|---|---|
| Status | Launched July 2025 (private beta) | Collective licensing program; terms set in ILC's agreement | Beta since September 2026; opt-in | Invitation-only pilot (2026) |
| What triggers payment? | Each paid crawler request for a page. | Use of members' content to generate AI output. | A use reported by the AI buyer, such as an excerpt shown or a recommendation shaped. | Content that contributes significantly to an AI-generated response. |
| Who sets the rate? | The publisher: one price per request for the whole site. | Set collectively, under standard terms for all members. | The AI buyer proposes the paid use and the rate. | Google decides; the calculation is not published. |
| What reporting does the publisher receive? | Billing events for each paid request; Cloudflare collects and pays out. | Usage, settlement and payment reporting from ILC. | Estimated earnings and reported uses by buyer and domain; usage is self-reported by the buyer. | A monthly earnings figure in Search Console. |
| What can the publisher approve or decline? | Allow, charge or block each crawler. | The enrollment scope (websites and subdomains) and RSL declarations that narrow or prohibit use. | Accept or decline each offer, and stop participating later. | Accept the program terms if invited; cancel at any time. |
Pay-per-crawl, introduced by Cloudflare in July 2025, lets a site set one price per request and charge AI crawlers each time they fetch a page. It is simple and the publisher sets the price, but it pays for access rather than value: Cloudflare has noted that much legitimate crawler traffic re-fetches pages that have not changed.
Pay-per-use pays when content is actually used to produce an AI answer or result. Three versions are emerging:
- Collective licensing (ILC): AI companies pay when members' content is used to generate output, under rates and royalty rules set collectively for all members.
- Cloudflare Pay Per Use: announced in July 2026 and opened as a beta in late September 2026. The AI buyer proposes the paid use and the rate, the publisher chooses whether to accept, and usage is reported by the buyer. Cloudflare says publishers can choose between this and pay-per-crawl.
- Google AI contribution pilot: a Search Console pilot that pays some publishers when their content significantly contributes to answers in Google's AI features. Google determines contribution and payment, and participants have said they cannot see how it is calculated.
Use the same four questions for any pay-per-use program you are offered, and check whether participation limits your other routes. Who sets the rate is not the same as transparency: also ask how usage is measured and whether it can be verified. LINC helps publishers compare these models against their rights, goals and existing agreements.
Sources: Cloudflare on pay-per-crawl and Cloudflare (September 2026) on Pay Per Use; TechCrunch (July 2026); Digiday and Search Engine Roundtable on Google's pilot; the RSL standard.
5. How licensing terms are expressed
Contracts set the commercial terms, but AI systems also need a machine-readable way to see them. The RSL (Really Simple Licensing) standard lets you publish licensing terms in an XML file and associate them with your content through robots.txt, HTTP headers, web pages, RSS feeds or media files, so terms can differ by path, page, feed or asset; the RSL specification covers the details. Keep in mind that robots.txt communicates instructions to crawlers but does not itself enforce access restrictions (see the robots.txt standard, RFC 9309).
6. What to prepare
You don't need everything below before your first conversation, but the clearer these points are, the faster you can evaluate the routes.
- A rights inventorySeparate what you own outright from what you license in: wire and agency copy, freelance and contributor work, syndicated articles, stock and agency photography, and user-generated content. You can usually only license what you hold the rights to.
- Existing AI and syndication agreementsList every current AI licence or content deal, and note any exclusivity or field-of-use restrictions. New scope has to be defined around them.
- Content scopeDomains, subdomains and sections; archive depth; paywalled areas; formats such as text, images, video, audio and data; and languages.
- ExclusionsContent you never want licensed, or only licensed for certain uses.
- Access points and metadataFeeds, APIs, sitemaps and archives, plus consistent metadata such as dates, authors, sections and language. Clean metadata makes content easier to license and report on.
- A picture of current AI accessWhich AI crawlers already visit your sites, how often, and what your robots.txt currently allows.
- A decision-maker and domain controlSomeone who can approve scope on the publisher's behalf, and control of the domains you want to enroll, so licensing declarations can be published.
This guide is general information, not legal advice. Copyright rules for AI use differ between markets and are still changing, so take local legal advice on your specific rights and agreements.
7. Licensing across Asia
Asia is not one content market. Publishers here face conditions that make licensing harder to do alone:
- Many languages: AI companies need high-quality content in each market's language, and a catalog's value often depends on how well it covers a language or region.
- Fragmented markets: buyers want scale, but each market has its own publishers, rights practices and commercial norms.
- Frameworks built elsewhere: many licensing standards and collectives were developed in Western markets and need local onboarding, technical implementation and representation to work for Asian publishers.
- Changing rules: how copyright applies to AI use is still being decided in many markets, which makes clear rights records and flexible, non-exclusive arrangements especially useful.
8. Where LINC fits
LINC is an AI content licensing network for publishers in Asia, operated by IntentBridges in Singapore with LINC K.K. in Japan. It handles the publisher-side work in three stages:
LINC helps publishers manage the work across these routes, maintaining continuity as content, permissions and commercial relationships develop.
- Non-exclusive: joining LINC does not itself require exclusivity. Each licensing opportunity is assessed against your existing agreements.
- Your approval first: registration does not authorize content licensing. Content scope, permissions and the applicable approval process are agreed separately.
- Free to register: registering interest is free and creates no commitment. Any service fees and commercial terms are agreed before the relevant work begins.
Explore your AI licensing options
Register your interest with LINC. We'll review your content focus and licensing goals, then identify the appropriate next step. Registration is free and does not authorize licensing.
Or read how collective licensing through the ILC works.
9. Frequently asked questions
What is AI content licensing?
AI content licensing defines how participating AI companies, search platforms, agents and enterprise systems may access and use a publisher's content, under agreed permissions and commercial terms. Any revenue depends on buyer demand, the rights offered and the applicable agreement.
What is the difference between pay-per-crawl and pay-per-use?
Pay-per-crawl charges an AI company each time its crawler fetches a page, at a price the site sets. Pay-per-use pays when content is actually used in an AI answer or output. It ties payment more closely to value, but programs differ in who sets the rate (a collective, the AI buyer or the platform) and in how usage is measured and reported.
Do I have to choose one licensing route?
No. Collective licensing, marketplaces and direct deals can often run side by side. Before combining them, check how each agreement's permissions, restrictions and obligations overlap for the same content. Exclusivity is one of these, but not the only one.
We already have a deal with an AI company. Can we still license elsewhere?
In most cases, yes. Review the existing agreement first for exclusivity or field-of-use restrictions, then define the scope of any new route around those commitments rather than in conflict with them.
Is AI content licensing only for large publishers?
No. Direct deals tend to favor large or highly distinctive catalogs, but collective licensing exists so that small and mid-size publishers can participate with shared market leverage, and marketplaces let buyers discover catalogs of many sizes.
Do I need technical work before I start?
Not much. You need control of the domains involved and a clear view of your rights. Machine-readable terms, such as an RSL file associated with your content through robots.txt, HTTP headers or web pages, can be set up once the scope is agreed.
Does registration authorize anyone to use our content?
No. Registering interest only lets LINC review fit. It does not authorize LINC or anyone else to license or use your content. Content scope, permissions and the approval process are agreed separately.
Does joining guarantee licensing income?
No. Licensing income depends on buyer demand, the rights you can offer and the terms of the applicable agreement. LINC helps you identify and pursue suitable routes, but no route guarantees revenue.
How does LINC help?
LINC helps publishers in Asia map their AI licensing position, package content into licensing-ready assets, and activate appropriate licensing routes, then supports approvals, delivery and reporting within the agreed scope. Registering interest is free, does not itself require exclusivity, and does not authorize licensing.
This guide is general information about AI content licensing and does not constitute legal advice. Terms for any collective, marketplace or direct agreement are set out in that agreement.