Mercor data licensing: what it pays and how referrals work

Mercor data licensing, as used here, means a company licensing its own operating records to AI labs through Mercor. It is a different program from Mercor's marketplace that hires experts and contractors for AI work. It concerns your company's business records, not anyone's personal data.

Which tools and industries Mercor data licensing covers

Mercor licenses workflow records from more than 100 business tools and names eight target industries. Its data page lists Slack, Microsoft Teams, Gmail, Confluence, Salesforce, Outlook, GitHub, Drive and Notion as examples.

For several tools, Mercor names the records it wants. Examples are Slack channels and threads, Gmail messages and metadata, Salesforce accounts and opportunities, and GitHub commits and issues. Mercor says connecting more tools generally results in a higher payout.

Mercor lists these industries with example records. Topology Partners applies its own exclusions on top. The last column shows where I will make an introduction.

Topology Partners does not refer law firms, accounting firms, banks, defense contractors, schools, staffing firms or any company holding patient health data, regardless of a buyer's list. Check your industry against the last column before you go further.

How much Mercor pays a company for its data

Mercor publishes no payout range for data licensing. Its FAQ says compensation “is based on data volume, the tools you connect, and the depth of your data.”

Mercor says you pay no upfront costs, setup fees or deductions from the payment. It says it covers the costs of extraction, anonymization and transfer.

Mercor pays by wire “upon delivery of the anonymized dataset to the buyer.” It says that typically happens within 2 to 4 weeks of the signed agreement, depending on extraction and processing time.

Mercor's data page offers a quote form. A written Mercor quote is the only Mercor figure you can compare with another offer. Ask for one first.

How a Mercor data licensing deal runs, step by step

Mercor describes four steps, from choosing tools to payment.

1. Scope. You choose which tools to include. Mercor says the more tools you share, the higher the payout.
2. Connect. You link accounts from more than 100 supported tools.
3. Process. Mercor says its platform “extracts and de-identifies data into an asset.” De-identification means removing names and anything else that points to a person.
4. Payout. Mercor says you are paid once processing is complete.

Mercor says no data leaves your systems until you approve it. It says no AI lab buyer or third-party vendor sees your raw data. Its engineers oversee the pipeline but do not manually review your data.

Mercor cites SOC 2 Type II, encryption in transit, per-session credentials and encryption keys managed in AWS KMS. It also says it audits and logs every access.

Mercor, not Topology Partners, connects to your systems and de-identifies the records, under its own contract with you. Topology Partners never receives, scopes or moves your data. Have your lawyer read that contract before you connect any account.

How the Mercor data partnership referral works and what it pays

Mercor pays a referrer 5% of the signed deal, up to $100,000, according to its referral terms read 2026-10-24. Individual Mercor listings set their own caps, currently $25,000 to $92,500. Mercor pays that fee after your company's first data delivery.

Those terms sit inside Mercor's logged-in referral app, not on its public data page. The public page says only that the referrer is paid “when they go live and start earning.”

The referral itself is short. With your written OK, I submit your company through Mercor's referral app. That happens the same day as any other buyer you approve. Mercor says it then handles the outreach, the agreement and the data pipeline itself.

You pay nothing. Mercor pays the referral fee separately, and nothing comes out of your contract. You can strike Mercor from your list at any point, before or after the introduction.

What to get in writing before you sign with Mercor

Five terms belong in your signed Mercor contract, whatever its public pages say.

• De-identification method. Mercor says its anonymization is automated. Get in writing which fields it removes, how it tests the result, and whether you approve a sample before delivery.
• Deletion at term end. Mercor's data page does not mention retention or deletion. Get an end date for every copy and a written confirmation of deletion.
• Use limits. Mercor licenses and packages your records for AI labs. Get the permitted uses, the term, and whether a lab may pass the records on.
• Named-competitor exclusions. List by name any company that must never receive your records.
• Where end buyers are based. If it matters to you, we ask every buyer in writing; any that refuses comes off your list.

Your lawyer decides whether a draft covers each point. The checklist for counsel lists what they will check.

What Mercor does not publish about its data licensing program

Mercor's public data page leaves out several figures and rules an owner would want before applying.

• A payout range. Mercor gives no figure, range or example for a company deal.
• A size bar. Mercor names industries but no minimum headcount or years in operation.
• Attribution rules. Mercor does not say who is credited when a company hears of it from more than one referrer, or applies directly.
• Retention and deletion. The data page does not say how long Mercor or its buyers keep your records.

If you have already applied to Mercor or spoken with its team, tell me first. I will leave Mercor off your list. Put each open question to Mercor in writing and keep the replies.