Updated November 2026
How to become an AI data broker
Most AI data brokers don't hold any data, they introduce business owners to the firms that license it and are paid by those firms when the company signs. The quickest way to start is to join the referral programs those firms run, which pay from $10,000 per signed company to 10% of what the business is paid, by their own terms.1,2,3,4
How brokers earn
Three ways an AI data broker gets paid
The most common is a fee from the buyer. Pewter says its licensing partner pays its fee at close, Cognor Labs calls itself an independent referral partner paid by the data partner, and Endless says the labs pay it through its licenses with them.1,2,5
Some brokers charge the owner instead. Jottings takes a success fee of typically 20-30% out of the owner's payout, renewals included. Marketplaces take a commission on each sale, 30%, 20% or 15% at Datarade depending on the seller's plan, and 8% from sellers at FileYield.6,7,8
In our view, being paid by the buyer is the easiest pitch to an owner, because nothing comes out of their check. It also means you should be open with owners about who pays you.9
Where to start
Start with the buyers' referral programs
You don't need your own contracts with AI labs to begin. Pewter pays introducers 10% up to $100,000 per business, micro1 pays $50,000 per company on deals up to $700,000 and Mode the greater of $50,000 or 6% on your first five US deals, while Ventra's partner page lists $10,000 per company that signs.4,10,11,3
Some also pay you for brokers you bring in: micro1 pays 20% of what recruited partners earn and Polyshares a 1% override on their deals. Our referral programs guide compares them side by side.12,13
| Fact | Value and source |
|---|---|
| Pewter partner program | Pays introducers 10% of what the business is paid, up to $100,000 per business, once, within 30 days after the business is paid and Pewter receives its fee |
| Company referral payout | $50,000 per referred company on deals up to $700,000, then 7.5%; $75,000 for companies no longer operating on deals up to $1 million, then 7.5% |
| Mode referral program | US direct referrals earn the greater of $50,000 or 6% for the first five qualified deals, with higher lifetime tiers; $5,000+ when a referred company introduces another; outside the US 6% |
| Ventra referral fees | $10,000 per referred company that signs, plus $5,000 a tier down, on its partners page; its main site has also advertised up to $50,000 and, on 2026-10-30, 50% of what it makes |
Finding companies
Which companies you can bring to buyers
Buyers want established businesses with years of email, chat, files and CRM records. micro1 asks for 30+ employees, Pewter for 20+ full-time US staff with 3+ years of records, and Polyshares asks brokers for 50 or more employees.14,15,16
That points to the people who already know these owners: accountants, IT providers, insurance agents, business brokers and consultants. A few fields take smaller firms, such as law firms from 10 staff on Mode's referral page.17
The competition
How crowded it already is
We counted at least 18 advertisers running company data ads, almost all launched between September and mid-October 2026, and most are brokers rather than buyers. Owners are seeing a lot of pitches, so a broker who already knows them, and can explain who pays whom, has the edge.18
The fine print
Rules to know before your first introduction
micro1's terms bar referrers from calling themselves its agent, recruiter, representative or partner, and let micro1 withhold, delay, reduce or refuse a payout. Pewter gives the credit to the first partner who registers a business, for 12 months, so register a company before you introduce it.19,20,4
FAQ
Questions, answered with sources
Not with micro1, whose terms bar referrers from presenting themselves as its agent, recruiter, representative or partner. Check each program's terms before you use its name.19
Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.
Every business is different, so this one is best talked through with the buyer you're working with. Their team goes over it with you before anything is signed.
Before you sign
Questions to talk through with your buyer
Every business is different, so these are best talked through with the buyer you're working with. Their team goes over them with you before anything is signed.
Questions for this kind of business
- Do professional rules apply (AICPA, IRC 7216, HIPAA, ABA Model Rule 1.17, insurance agency contracts, adviser rules, state boards)?
- How is the payment taxed?
Questions for any buyer
- Is the license exclusive, and for how long?
- Can you sublicense the data, and to whom?
- Which AI labs will receive it, and will you tell us?
- How long do you keep it, and how is it deleted?
- What is your liability cap, and who indemnifies whom?
- Will the contract ban re-identification of people in the data?
- Who removes personal data, by what method, and do we approve it first?