GreenGeeks editorial illustration for Small Publishers Need Bargaining Power in AI Content Licensing Deals

Small Publishers Need Bargaining Power in AI Content Licensing Deals

Ulrike Langer had two newsletters and roughly 150 articles to offer a venture seeking to help small publishers get paid for AI use of their work. In August 2026, she wrote about interviewing the founder of Writers’ Bloc and said she was signing up. The venture was still describing pilots and a prototype. Her decision showed interest in a possible route to payment, not the arrival of dependable income.

An archive that small can represent years of attention to a subject. Its owner may know things a much larger news outlet has never bothered to learn. That does not mean a buyer will pay for the archive. Nor does it give the owner the money and time needed to work out a deal.

Small publishers need groups that can do that work with them. The licensing boom will leave many behind if joining means accepting terms they cannot judge for themselves, with payments they cannot check or dispute. A publisher gains little power if the buyer and the group make every decision.

A small archive faces a large transaction cost

A buyer and a publisher need to settle more than a price:

  • Which material is included?
  • What uses are covered?
  • How will the buyer receive updates?
  • What happens when an article is corrected or removed?

The publisher also needs to know which rights it can grant, especially when its archive includes work by other people.

These questions do not disappear because the archive is small. Some costs stay the same however small the payment might be. A contract still needs reading. A connection to the buyer’s system still needs upkeep. Someone still has to notice when the account looks wrong.

A large publisher can spread that work across more content and more potential buyers. A tiny news outlet may have to take its editor away from writing the next article to do it. A deal that looks profitable before those hours are counted can become an expensive second occupation.

This is the strongest case for shared licensing services. They can share skills, set common terms and open a market to buyers who would never make separate deals with thousands of small sites. A collective can also give publishers a place to compare problems that each would struggle to solve alone.

Danielle Coffey has made the case for common templates in the News/Media Alliance’s licensing program. They reduce the need to work through the same legal and business terms for each deal. Her argument is convincing. If every publisher had to rewrite every clause, it would help exclude the very people the program is meant to reach.

It is tempting to see a standard deal as proof that the small publisher has already lost. Often the alternative is no agreement at all. A usable common bargain can be worth far more than the right to seek a deal from scratch with a company that will never return the call.

But publishers still need a way to question terms once those terms are agreed on.

Standard terms can help and still limit voice

The News/Media Alliance publicly describes voluntary programs with Bria and ProRata. Publishers who join sign direct agreements. The Alliance also says the final terms cannot be changed and are confidential. Those public facts tell us how a publisher joins, but not enough to judge all the safeguards in the contracts.

If small publishers cannot each bargain for terms, how can they have a say?

A group that speaks for them could review terms from time to time and let members decide what to give up in a deal. A shared record of payment disputes would help them prepare for the next round of talks. Publishers could then speak together without asking every buyer to conduct thousands of separate conversations. These are proposals for how a program could work. We cannot assume such terms exist in a contract we cannot read.

Without some such route, the group arranging the deal can become another body whose decisions the publisher must accept. The publisher can sell its work but still has little say in how the market works.

RSL Collective is also trying to build a shared licensing system. Its proposed model seeks to tie pay to use. That goal deserves support. Its public description does not show what a typical small publisher earns. Publishers need proof of those earnings before they can plan around them.

Small publishers have work to do here too. They need to know the scope of what they are offering. The right to use an article in one way should not be casually treated as the right to every future use. An archive is not a single bundle of rights merely because all its pages appear under one domain.

But “read the contract” does not do much to address unequal power. Reading can tell a publisher to walk away. A shared body should also help improve the terms that everyone is being asked to accept. Otherwise, the industry has made it easier to sell the work without giving its owners much help to bargain.

Judge the deal by the account it produces

A payment statement should let a publisher check how its share was calculated.

The News/Media Alliance says Bria’s deal includes a 50% share of relevant revenue. The deal uses attribution technology to decide how to split that share among publishers. The percentage does not forecast earnings; the result depends on the revenue covered and the method used to divide it. A large share can still yield little if the deal covers only a small pool of revenue.

The accounting problem gets harder because “use” can describe several different events. At an August 2026 CHORUS forum, speakers discussed what it means to retrieve material, use it to ground an answer, cite it or display it. They also discussed the engagement it generates. A system can retrieve a page without showing its words to the user. An answer can draw on several sources. The event a contract measures will shape who gets paid.

Although the forum concerned scholarly publishing, a small news publisher needs the same explanation of what counts as a paid use. People can disagree about which of these uses should count. A workable deal should state its rule and give publishers a way to question how it was applied.

For a small operator, that right must be affordable to use. The right to an audit is of little help if using it would cost more than the likely payment. A collective could share the cost of checking how payments are split, seek answers for its members and spot repeated errors. This is some of the least glamorous work a licensing group could do. It may be among the most valuable.

Publishers also need to understand fees, payment timing, permitted sublicensing and what happens when they leave. These questions are not allegations about any particular program. An owner needs these terms to judge whether an offer is worth taking.

For a publisher with an archive as small as Langer’s, joining a pool should be the start. The publisher needs a clear account of the rights granted, an explanation of the money earned and someone able to correct an error. Then the next payment could be checked, instead of arriving as a number its recipient has to trust.