Revenue-Based Financing vs Licensing Your Data: Cost of Capital Compared

Revenue-based financing is an advance you repay from a share of revenue until you hit a fixed cap, typically 1.3x to 3x the amount funded. Licensing your company's data to an AI-data buyer is a one-time payment with nothing to repay. RBF's cost is explicit cash. A data license's cost is non-cash: rights, exclusivity, staff time and privacy exposure.

How does revenue-based financing work?

An RBF provider looks at your revenue history and advances a lump sum. You repay a fixed percentage of weekly or monthly revenue until you've paid back an agreed total, the repayment cap, which includes the provider's fee (Nav). Nav lists current terms as:

Payments rise in strong months and fall in weak ones. That flexibility is the product's main selling point. Some providers also structure RBF as a term loan with fixed payments; Lighter Capital, an RBF lender, offers both and says its terms run up to four years (Lighter Capital).

RBF suits companies with steady, recurring revenue: SaaS, subscription businesses, e-commerce and agencies. Nav notes some providers look for at least $15,000 in monthly recurring revenue.

What does RBF actually cost?

The cap fixes your total dollar cost on day one. Lighter Capital's example: $500,000 at a 1.2 cap over three years costs $100,000. What the cap doesn't fix is your effective annual rate, because the faster revenue repays the advance, the shorter the period over which you paid that fee.

Here is our illustrative math for a $500,000 advance repaid at 8% of monthly revenue. These are not quotes from any provider; they show how cap and growth interact.

Assumes flat revenue and payments starting the month after funding. The effective rate is the internal rate of return on those cash flows, compounded monthly.

Two takeaways. First, at a low cap and moderate revenue, RBF is competitive with other unsecured growth capital. Second, if you grow fast, the effective rate climbs sharply. Lighter Capital argues that comparing a cap to an APR overstates RBF's cost because the fee is flat. That's true of the total dollars, but the annualized cost of a flat fee repaid quickly is high. Run both numbers.

What does licensing your data cost?

A data license doesn't appear on your balance sheet as a liability. Under Mode's BizBuyData program, Mode buys an "agreed copy" of your operating records, removes or transforms personal identifiers, and pays "under the agreed terms." It "charges no broker fee" (data.mode.inc). Your originals stay with you.

The costs are real but not cash:

• Rights granted. Mode's agreement defines scope "and any exclusivity." Exclusivity can prevent a second sale.
• One-time nature. RBF can often be renewed as revenue grows. A license on a given set of records is sold once. Some programs offer later "refresh" sales of newer data, so ask.
• Staff and legal time. Mode describes "a few hours from your team." Your counsel's review of scope, warranties and employee notice will take longer.
• People risk. Your employees wrote these records. Emory law professor Ifeoma Ajunwa told Business Insider that whether their consent extends to a sale is "an ethically gray area." California employees' personal information is covered by the CCPA as amended by the CPRA.
• Residual privacy risk. De-identification reduces risk; it doesn't eliminate it. Don't treat any buyer's process, Mode's included, as a guarantee.
• Professional limits. Law firms (client confidentiality and privilege), tax preparers (IRC §7216) and medical practices (HIPAA) can't simply include client files, tax return information or protected health information. Get counsel or your ethics adviser involved before scoping.

RBF vs data licensing: side by side

Mode's eligibility numbers come from its program page as of October 29, 2026. Its October 13 press release said 20 full-time U.S. office employees for general businesses, and its referral page lists different targets. Confirm during intake.

How much could a data license pay compared with an RBF advance?

RBF is sized to revenue. A data license is sized to people and records. That makes the two complementary in an odd way: a high-revenue, low-headcount business, such as a lean e-commerce brand, may get a large RBF offer and a small or no data offer. A 15-person accounting firm with modest recurring revenue may be the reverse.

Published data-licensing figures:

• Mode's program page: "could be worth $100K–$5M," with the calculator labeled "illustrative, not a guaranteed offer."
• Dan Novaes, Mode's CEO, on The LFG Show: "anywhere from a couple hundred [thousand] all the way to $5 million."
• micro1: payments "typically ranging from $150K to over $2M."
• Polyshares: "Typical deals run $100K to $2M and above."

None of these is an offer. RBF providers, by contrast, will usually give you a concrete number quickly once they see your bank data. If you need certainty, that matters.

How fast is each option?

If payroll is due in three weeks, neither a data license nor most RBF processes is the right tool. If you're planning a project two quarters out, both are viable.

Which fits your company?

A 25-person SaaS company with $150K MRR. RBF is a natural fit: recurring revenue is exactly what RBF underwrites. Under Mode's current program page the company is below the 30-employee floor for general businesses, though it would have met the 20-employee figure in the launch release. Other buyers set their own floors; micro1 asks for 30+ full-time employees.

A 12-person law firm. RBF providers favor recurring revenue, which many law firms lack. Mode's 6+ floor for legal is the lowest we've seen published. The constraint is ethics: client information is protected under ABA Model Rule 1.6 and state equivalents, so only firm-owned administrative records may be in scope, and only after the firm's counsel or ethics adviser signs off. See law firms.

An 80-person services company with steady revenue. Both are open. Compare the all-in cost of an RBF advance with the after-tax value of a license offer, and weigh how your team would react to their email and chat being licensed.

How do you compare them on one number?

You can't put rights and privacy risk on a rate sheet, but you can get close enough to decide. A simple method:

1. Price the RBF. Total repayment minus the advance is your cost. Add any origination fee. Estimate payoff months from realistic revenue, then compute the effective annual rate as in the table above.
2. Net the license. Start from the written offer, not a published range. Subtract estimated tax (ask your CPA), outside counsel's fees for reviewing scope and warranties, and the internal hours to scope, review samples and notify staff.
3. List what you're giving up. Which systems and years, whether the license is exclusive, whether you can sell newer data later, and what you warrant about your rights.
4. Ask the deciding question. Would you pay the RBF cost in step 1 to avoid granting the rights in step 3? If yes, take the RBF. If no, and the net figure in step 2 covers your need, the license is the cheaper capital for you.

Run the comparison at the amount you actually need. A license offer that exceeds your need isn't wasted, but RBF lets you size the advance precisely; a license pays what the buyer offers for the scope you grant.

What should you ask before signing either?

Ask an RBF provider: What's the cap, and is there any fee on top of it? How is "revenue" defined, and does it include one-time payments? Is there a minimum monthly payment? Are there warrants, personal guarantees or covenants? What happens if revenue falls sharply?

Ask a data buyer: Is this a written, fixed offer? What exactly is in scope, and is it exclusive? What triggers payment, and can any of it be clawed back? How are names, credentials and customer details removed, and can we review a sample? Who receives the data afterward?

Can you use both?

Often, yes. Two checks first:

1. Revenue definition. If your RBF agreement takes a share of "revenue" broadly defined, a lump-sum license payment might be swept into the share. Read the definition.
2. Asset restrictions. Some financing agreements restrict selling or licensing company assets without consent. Check before you sign a data license.

Taxes differ too. RBF proceeds are financing; a license payment is likely income in some form. We're not a CPA firm, so ask your CPA how the license would be characterized and when it would be recognized before you sign.

The bottom line

RBF buys speed and predictability at a fixed, sometimes steep, price. A data license costs no cash but asks you to give up rights to a record of how your company works, and to accept a slower, less certain process. For companies that clear a buyer's headcount bar and can scope out client-confidential material, a license can be the cheaper money. For everyone else, RBF or a bank loan is the cleaner choice.

DataLicensingAudit.com is a paid referral partner of Mode's BizBuyData program: if a company we introduce licenses data through Mode, we earn a fee. See our disclosure. For the broader comparison with equity, venture debt and SBA loans, read data licensing as non-dilutive capital.