Sell marketing agency data to AI companies

Why AI companies are interested in agency work right now

AI labs are training agents to do knowledge work end to end: take a brief, plan the work, coordinate a team, chase approvals, report back and bill for it. A marketing agency does all of that every week, across many clients at once, under deadlines. Few businesses leave a more detailed written trail of how creative and commercial work actually moves.

That trail lives in email threads with account managers, in project boards full of status changes, in Slack channels where producers, designers and strategists sort out who does what by Friday, and in the CRM where new business is tracked from first call to signed retainer. None of it is on the public web. Published case studies show the polished result; the internal record shows how the agency got there.

That is the part an AI company can learn from – and it is also the part the agency is most likely to own.

Why agencies are reviewed individually

Most industries we work with start from a simple premise: the company owns its records. Agencies are different. An agency agreement typically says that work product created for the client – creative, copy, media plans, strategy, reports – becomes the client's, and that client information is confidential. Some contracts go further and restrict how the agency can use anything touching the account.

So before talking about value, the first step is reading the contracts. In practice, agencies fall somewhere on a range:

• Agencies with standard master service agreements across most clients, where ownership of deliverables is clear and the agency's internal operating records are its own.
• Agencies with a few large clients whose contracts are strict about confidentiality and use. Those accounts may need to be filtered out entirely.
• Agencies that also run their own products or in-house content – owned research, training programs, internal tools – which tend to be easier to include.

Every agency is different, and every deal is assessed case by case.

What can carry value in an agency's records

Once ownership is clear, these are the parts of an agency's record that usually matter most:

The combination is what makes it valuable. A project board on its own is a list of tasks; linked to the email thread, the chat where the deadline moved, the time logged and the invoice that went out, it becomes a complete record of how a piece of work was done. Leaving whole systems out lowers the offer, so the starting point is the full record, with client material filtered out inside each system.

Typical starting size

Bigger teams get bigger offers, and that holds for agencies too. Deals with agencies usually start from about 50 staff. Count the people who work in the agency's own systems day to day – account managers, strategists, creatives, producers, media buyers, developers and the operations and finance team. Freelancers who never touched your Slack or project tool don't add much.

Years matter as much as headcount. At least three years of records still sitting in the systems is the usual floor, and five or more is better. Internal communication should mainly be in English.

If you are not sure where you stand, the self-check guide goes through the questions one by one, and the industry overview shows how agencies compare with other sectors.

What is assessed first, and what is never part of a deal

• Client-owned work product. Deliverables that belong to the client under the agreement are left out or filtered from the systems that hold them.
• Client confidential information. Briefs, performance data, launch plans and anything a contract marks as confidential are reviewed account by account.
• Client customer data. Lists, audiences and CRM exports a client shared for a campaign are not the agency's to license and are never part of a deal. Selling customer data raises its own questions even for the company that collected it.
• Third-party material. Licensed stock photography, fonts, music and research reports come with their own license terms and are normally excluded.
• HR and personal data. Hiring, reviews, payroll detail and personal conversations are filtered inside email and chat, and names and identifiers are removed or replaced before delivery.

This describes how it generally works today, not legal advice. What can be included depends on your contracts and your records.

What companies typically receive right now

Smaller companies in high-demand industries are quoted individually. These are indicative ranges from what we see in the market right now, not offers – the real number comes in a written offer after a review, and depends on your industry, years of history, which systems are included and demand at the time. Because agencies are reviewed individually, where an agency lands depends heavily on how much of the record it clearly owns. Our data value estimator gives a first estimate in about two minutes.

How a deal works

1. You describe the agency – team size, years of history, which tools you use and how your client contracts handle ownership. No files are uploaded.
2. We review ownership and demand, starting with the contract terms, and get back to you within 48 hours on business days.
3. You approve a written offer – or say no. Nothing is shared before you approve.
4. Filtering and delivery. Client material, personal data and anything restricted is filtered inside each system, identifiers are removed, and the agreed record is delivered.

The license is non-exclusive by default and limited in scope, time and use. There's no cost to have your agency reviewed – we're paid only when a deal goes through. More on how it works. For the full picture across industries, see how to sell data to AI companies.