The Quick Read: Usually not on its own. On a cash-out refinance of a property that already operates as a VRBO, most DSCR programs want the property’s own booking record, about 12 months of platform payouts or property-manager statements, and treat a third-party market data report as a cross-check rather than the income basis.
- On a purchase with no history, a market data report is a common income tool. On a cash-out of an operating VRBO, booking history leads.
- Short-term rental cash-out on the strongest files tops out around 70% LTV, with a 640+ credit score and about 12 months of hosting history, subject to lender guidelines.
- The appraisal sets value and the LTV cap. A market data report never replaces it.
- Where history is short, a report can support the appraiser’s short-term rental analysis. A few select lenders may take it more broadly, so confirm program by program.
What Is a Market Data Report, and What Does It Do?
A market data report is a third-party projection of what a short-term rental should earn: occupancy, nightly rate, and annual revenue, built from comparable listings in the area. AirDNA’s Rentalizer is the best-known example. It describes how established comps perform. It does not record what your property actually collected.
That difference decides the file. One STR advisory firm describes the Rentalizer as a legitimate starting estimate that reflects how established comps perform, not what a first-year listing earns. That is a good fit for a buyer with no history. It is a weaker fit for an owner who has a year of real payouts sitting in a VRBO dashboard.
Across the wholesale network, the pattern is consistent. Purchase files with no host history lean on market data. Refinance and cash-out files lean on actuals. The report moves from the lead role to a supporting one.
Purchase vs. Cash-Out: Why the Answer Differs
Cash-out is treated more cautiously because the lender is sizing a larger loan against income it has to trust. On a purchase, a projection is the only evidence that exists. On a cash-out, real evidence exists, so programs ask for it.
The leverage and coverage figures reflect that. Short-term rental cash-out and refinance files top out around 70% LTV, and refinances can start at 1.00 coverage. Most programs also expect about 12 months of hosting history. The 640 credit score is the minimum, and stronger scores help leverage. These are ranges from select lenders in the wholesale network, not promises, and each file is reviewed on its own.
Who Wins on a Cash-Out: Report, Appraisal, or Payout History?
Each document answers a different question. Mixing them up is where files stall.
| Document | What it proves | Role on a cash-out |
|---|---|---|
| Market data report | Projected income from comps | Cross-check or tie-breaker |
| Appraisal | Value and collateral | Sets the LTV cap |
| Platform payout history | Actual income earned | Primary income evidence |
The appraisal is where many owners get surprised. The standard appraisal rent schedule is built for long-term rent. A Fannie Mae appraiser update reproduced by the Nevada Real Estate Division says the 1007 form calls for indicated monthly market rent and was not designed for appraising single-family homes used as short-term rentals. These form names are used here only as appraisal formats. DSCR loans are not agency products.
McKissock, an appraiser education provider, adds that the form cannot be used to document short-term rental rates. HousingWire reports that using it for short-term income often distorts coverage and produces artificially low ratios.
So an owner with no history can fall back to the long-term rent on the form, and a strong vacation rental can look weak. That is why files fall back on booking history or market data.
Decision Table by Scenario
| Your situation | Primary income evidence | Role of the report |
|---|---|---|
| Seasoned VRBO, 12+ months | Platform payouts and statements | Cross-check |
| Partial history, under 12 months | Payouts plus appraiser analysis | Supporting, select lenders only |
| Converted long-term rental | Only months run as a short-term rental count | Supporting |
| Recently acquired, no history | Projection or long-term rent | Often the lead, usually on a purchase |
Only the months a property actually operated as a short-term rental count as history.
On a recent acquisition that already hosts guests, the history clock starts at the first booked stay under your ownership, unless the prior owner’s records transfer and the program accepts them. That is a program-specific call.
What Makes a Report Underwriter-Ready
Underwriters kick back thin reports. A usable one has these traits:
- Comparable listings that fit. Similar bedroom count, amenities, and location, not a loose radius.
- A full 12-month window. A short peak-season snapshot overstates income. A practitioner guide from Overline IQ warns that a three-month view can overstate income and recommends the full year of data.
- A property-level forecast, not only a market score. A market-level score describes the area. The forecast describes your listing.
- Enough comps in the market. Accuracy is weakest in thin markets. An operator review at 10xBNB calls projections guesses where a market has fewer than about 100 listings.
Know what the accuracy claims actually cover. A market-level number says little about your one property.
When the Report and the Payouts Disagree
Expect the lender to use the lower supported figure. That is the operating habit on most files in the network. If your VRBO payouts run above the report, the report becomes a conservative floor. If the report runs above your payouts, the payouts win.
Direction is not fixed. One host on a BiggerPockets thread about AirDNA accuracy reported the tool about 20% low on monthly revenue, projecting 67% occupancy against 76% actual. That is one host’s experience, not a rule. Misses tend to skew high. Either way, treat the report as a range, not a promise.
If the report comes in lower than your actuals, reconcile in writing. Provide the platform export, match deposits to one bank account, and let the underwriter see why the actuals are higher. Revenue booked outside Airbnb and VRBO may not appear in data tools at all, so an owner who takes direct bookings needs clean records for those too.
A Worked Example
Take a hypothetical lake-area VRBO, valued by appraisal at $450,000. The inputs below are modeled assumptions, not market data.
1. Leverage: a cash-out request at 70% LTV, the ceiling for short-term-rental collateral.
2. Income basis A: twelve months of platform payouts, after the lender’s operating-cost haircut, covering the full monthly obligation at roughly 1.3x.
3. Income basis B: a market data report projecting about 15% higher revenue than actuals. Coverage on that basis would look near 1.5x, but the lender uses the lower supported figure, so 1.3x governs.
4. Result: the file is reviewed at 1.3x coverage and 70% LTV. The report adds confidence. It does not add proceeds. Each figure is subject to lender guidelines and a complete review of property type, leverage, and credit.
Now suppose the income basis drops. A weaker basis shrinks the loan faster than the income falls, because coverage and leverage both limit sizing. Lendmire’s own illustration in how much a DSCR loan shrinks when airdna drops after your offer shows a 10% income miss taking roughly 14% off the loan in that model. It is illustrative, not a quote.
Clearing the coverage test is also not the same as positive cash flow. DSCR compares rent to the full payment (principal, interest, taxes, insurance). Repairs, vacancy, management, utilities, and capital expenses sit outside the calculation, and a vacation rental carries more of them than most. Size the cash-out with that in mind.
Documents and Checks Before You Submit
Assemble these before the file goes in:
1. Platform earnings exports. VRBO and Airbnb statements covering the full 12 months, or property-manager statements.
2. Bank deposits. Payouts that trace to a single account, matched to the exports.
3. The market data report. Full property-level version, not a summary page.
4. Insurance. Coverage that matches short-term rental use, not a standard landlord policy.
5. Entity documents. If the property is held in an LLC, the operating agreement and good standing, subject to program terms.
6. Local rule confirmation. Short-term rental rules can vary by city, county, HOA, and property type, so investors should confirm local rules before relying on projected rental income. A permit gap can remove the income that supports the file, and no report overrides it.
The pillar complete DSCR loans guide walks through the broader document list.
Why Short-Term Rental Files Stall
Most delays trace to a short list.
- Thin history presented as full history. Eleven months with a gap is not twelve months.
- Untraceable deposits. Payouts split across several accounts force extra explanations.
- A report with loose comps. The lender sets it aside and falls back to long-term rent.
- An appraisal that only reflects long-term rent. Ask whether the appraiser can add a labeled short-term rental income analysis. Class Valuation, an appraisal management firm, says competent appraisers report one as a narrative addendum instead of stretching the 1007.
- Assuming one lender’s rule is everyone’s. Programs differ. Some select lenders accept more flexible support on a refinance. Most do not.
Appraisal standards are also shifting. How that changes short-term rental analysis will take time to settle.
Key Terms Defined
Market data report: A third-party projection of a short-term rental’s occupancy, nightly rate, and revenue, built from nearby comparable listings.
Seasoning: The ownership period a lender expects before cash-out is available, commonly around 6 months on the network’s standard programs.
DSCR: Monthly rental income divided by the full monthly payment (principal, interest, taxes, insurance, and any HOA dues).
Haircut: The discount a lender applies to gross short-term rental revenue to account for operating costs before the coverage test.
LTV: Loan balance divided by appraised value.
Frequently Asked Questions
Can a market data report replace 12 months of VRBO history on a cash-out?
Usually not. Most programs want the property’s own booking record on a cash-out, and a report supports it as a cross-check. A few select lenders may allow more flexibility, but that is program-specific and worth confirming before you order anything.
What if I only have six months of VRBO history?
There are a few paths: a select lender that accepts a projection alongside partial history, the appraiser’s short-term rental analysis, a long-term-rent basis for the file, a smaller cash-out request, or waiting until the record reaches a full year. The right one depends on the program and the property.
Does a strong report raise how much cash I can take out?
Not past the leverage cap. On short-term-rental collateral, cash-out tops out around 70% LTV, and the appraisal sets the value. A stronger report may support the coverage number, but it cannot lift the cap. Leverage, reserves, and pricing vary by lender and program; the final terms follow the full file review.
Does multiplying the nightly rate by 30 work as monthly rent?
No. The 1007 rent schedule is built on monthly-leased comparables, so a nightly rate times thirty is not a valid method. Short-term income is documented through platform history or a labeled short-term rental analysis.
Is a market data report accurate for my specific property?
It is a range, not a guarantee. Published accuracy figures apply at the market level. BNBCalc, a competing short-term rental tool review and so a source with possible bias, says estimates can land 15 to 30 percent off in thin markets.
Next Step
If you are buying or refinancing a rental property and want to see how the numbers work, Lendmire can help you compare DSCR loan options based on the property income, credit profile, leverage, and investor goals. Lendmire is a broker that arranges financing through select lenders in its wholesale network across 41 markets, including Washington, D.C. Qualification is subject to lender guidelines and is not a commitment to lend.
A deeper walk-through of investment-property equity extraction lives in Lendmire’s guide to cash-out refinance on an investment property.
About Lendmire
Lendmire, NMLS# 2371349, is a non-QM mortgage broker serving real estate investors in 41 markets, including Washington, D.C., through DSCR investor loan programs. Qualification is generally reviewed around the subject property’s rental income, not the borrower’s W-2 history — a practical fit for LLC-titled portfolios and self-employed investors. All scenarios remain subject to lender review and program guidelines. Two consecutive Scotsman Guide Top Mortgage Workplace recognitions (2025, 2026).
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References
1. VaultSTR AirDNA Rentalizer review
2. Nevada Real Estate Division (Fannie Mae appraiser update)
4. HousingWire
7. BiggerPockets forum (AirDNA accuracy)
This article is part of Lendmire’s cash-out refinance program — full qualification details, guidelines, and scenarios live on the program page.
Brandon Miller
Founder & CEO, Mortgage Loan Originator, Lendmire LLC
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Important disclosures. Lendmire (NMLS# 2371349) is a licensed mortgage brokerage. Lendmire is not a direct lender, depository institution, or financial advisor. All loan inquiries are subject to lender underwriting; this article does not constitute a commitment to lend. Rates, terms, and program guidelines are subject to change without notice and vary by borrower profile, property type, and state. Information in this article is general in nature and is not financial, legal, or tax advice. Equal Housing Opportunity. NMLS Consumer Access: nmlsconsumeraccess.org.