What to say when a business owner asks what their data is worth

Short answer

When an owner asks what their data is worth, say that no one can name a number before reviewing the records, then explain the drivers: history, breadth across systems, rights clarity, exclusivity and buyer demand. Add that the company agrees price before buyers review and that nothing is guaranteed. Never quote figures.

What to say when a business owner asks what their data is worth: overview of What should you say when an owner asks what their data is worth?, When to use this script, The core script, The five value drivers to name, How to answer common follow-ups
Covered on this page: What should you say when an owner asks what their data is worth? · When to use this script · The core script · The five value drivers to name · How to answer common follow-ups

What should you say when an owner asks what their data is worth?

Say that nobody can name a number yet, explain what drives value, and offer a way to find out. A confident "it depends, and here is on what" builds more trust than a guess. Owners ask the question because they want to know whether a conversation is worth their time, so answer that real question.

This page gives partners a short script with no figures, the five value drivers to name, replies to common follow-ups and a list of things never to say. It is written for anyone introducing companies, from operating partners and advisors to MSPs and consultants.

When to use this script

Use it whenever an owner, CEO or CFO asks one of these, in any form:

  • "What is our data worth?"
  • "How much could we get?"
  • "Is this a real number or a gimmick?"
  • "What did other companies get?"

Do not use it to estimate a number, to compare with another company or to anticipate your own reward. If you do not know something, say so and move on.

The core script

Use it as written the first time, then adapt the words to your own voice.

The five value drivers to name

DriverPlain-language explanationA question to ask the owner
History depthLonger histories show how work and decisions changed over timeHow far back do your main systems go, and are older systems archived?
Breadth across systemsConnected systems show complete workflows, not fragments; strong companies often have 10-15+ systemsWhich systems do you use for email, chat, CRM, finance, support, engineering and operations?
Rights clarityBuyers need records the company created and can licenseDo your client contracts and employee notices allow this?
ExclusivityDeals are typically exclusive for AI training for an agreed termWould you consider an exclusive license for a defined term?
Buyer demandInterest depends on what buyers are looking for at the time, which no partner controlsAre the records still exportable today, so a buyer could actually review them?

None of these is a formula. Price is the outcome of the company's records, rights and the market at the time.

How to answer common follow-ups

"Can you at least give me a range?"

"A friend got a big number."

"Will it increase what a buyer pays for the business?"

See does licensing company data increase business valuation for the full answer, and the existing explainer on how much company data is worth for the owner-facing version.

"Is this taxed?"

Point to how S corp and LLC owners are taxed on data licensing proceeds and let the owner's own adviser decide.

"I'm in the middle of selling the business."

The page on licensing data after signing an LOI covers this.

"What if we don't like the price?"

For the levers owners use, share how to negotiate an AI data licensing deal.

Follow-up timing

WhenWhat to sendKeep it short because
Same dayA one-line thank you and the fit-checker linkThe owner may forget the topic
Within a few daysOffer to help list systems at metadata levelIt turns a question into a task
About two weeks laterA single check-in, no pressureMost owners need time to think
After thatStop unless they replyPersistence beyond that hurts trust

The company fit checker gives a preliminary, non-binding screen, with no contact details required. The data inventory builder helps the owner list systems and record types without describing any confidential record.

What never to say or include

  • Any dollar amount, range or "typical" payout, for the company or for yourself.
  • Any promise of a deal, a date or a result. Nothing is guaranteed.
  • Descriptions of or samples from the company's records. Partners never export, upload or describe confidential records.
  • Comparisons with named companies or named buyers.
  • "Easy money," "free money" or similar language. Do not claim the process takes little effort.
  • Any suggestion that the owner must act now. There is no deadline, and no reason to create one.

What about my own reward?

If the owner asks what you get, be direct. Partners earn 25% of the eligible platform fees SourceX actually collects from the referred company's licensing deals, capped at $100,000 per referred company. The reward is payable only after the buyer pays and SourceX receives its fee; it is a share of SourceX's fee and is never deducted from what the company receives. No reward is guaranteed. Licensed professionals should check their own rules on referral fees and disclosure. The rewards page and program terms have the details.

When this script is the wrong tool

Skip it if the company is under 50 full-time employees at peak (contractors excluded), has no accessible records, mainly holds data that belongs to its clients or consumers, or has already licensed the same data for AI training. In those cases the honest answer is "probably not a fit," and a quick fit check will confirm it.

Next step

Send the owner the company fit checker, and read the pros and cons of licensing company data to AI developers so you can answer follow-ups. When the owner agrees to a screen, register as a partner and make the introduction, or share your referral link so the owner can apply at sourcex.si/apply. How it works shows the steps.

  1. Step 1Share your linkSend your personal link to a company you know.
  2. Step 2Company appliesThe company applies itself at /apply.
  3. Step 3Buyer selects and paysThe buyer selects and pays for the data and SourceX receives its fee.
  4. Step 4You get your rewardYour share of SourceX fees becomes payable.

Common questions

Why not give the owner a rough range to keep them interested?

Any range would be invented, and it creates expectations the company cannot rely on. Owners remember numbers. Explaining what drives value, and offering a short screen to see if the company fits, keeps the conversation honest and protects your credibility if the real outcome differs.

Can I tell the owner who is likely to buy the data?

No. Refer to AI labs and data buyers in general terms. Do not name companies as buyers or imply any relationship. Buyer interest depends on what they are looking for at the time, and the company should expect that review happens only after price and terms are agreed with it.

What if the owner wants a formal valuation?

Explain that licensing price is agreed through the process, not through a standalone appraisal, and that a one-time license payment is separate from business valuation. If the owner wants a valuation for another purpose, such as a sale or financing, that is a matter for their advisers.

Is it okay to share this script by email?

Yes, in your own words. Keep it short, include no figures, no promises and no description of the company's records. Link to the company fit checker so the owner can screen without giving contact details. The introduction email builder can help draft a tailored version.

How do I avoid sounding like I am selling something?

Lead with what you do not know, state what drives value and make the next step small: a preliminary screen. Be open about your reward and your own professional rules. Owners respond better to a partner who admits uncertainty than to one who pushes a number or a deadline.

Free resources

By SourceX Partnerships Team · Published 2026-10-09 · Updated 2026-10-09

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