Loan Underwriting for CPG Brands: How to Survive It in 2026

The last thing standing between you and the capital you need isn't your product, your packaging, or your Q4 creative.

It's your numbers.

I've watched close to 100 consumer brands go out for debt over the last few years. The ones that get clean term sheets at good pricing and the ones that get dragged through three months of follow-up requests are almost never separated by how good the business is. They're separated by how well they can prove it.

Underwriting is where that proof gets tested. And in 2026, the test has changed. Capital is more expensive and more selective than it was in the 2021 free-money era. Lenders want profitability and cash flow, not a growth story. But the process is also faster than it's ever been, because the good lenders now plug straight into your data instead of waiting on you to email a workbook.

Here's how to get through it without losing your mind, told from the outside-in: what the person on the other side of the table is actually trying to figure out.

First, understand what a lender is not

A lender is not an investor. This is the single most expensive misunderstanding I see founders make.

Your VCs make money on the handful of brands that go to the moon. They underwrite the upside. That's why you pitch them TAM, growth, and the size of the dream.

A lender makes money by the thimbleful and loses it by the bucketful. They don't get the upside. If your brand triples, they get their interest and their principal back, same as if you'd merely survived. So they underwrite the downside. Every question a credit officer asks is some version of: if this goes sideways, do I still get paid?

So when you walk into an underwriting conversation with the same deck you used to raise your Series A, you're speaking the wrong language. Lead with the downside protections: your margin structure, your retention, your supplier stability, your cash cushion. Show them you've already thought about what breaks and what you'd do about it. That's the pitch that lands with credit.

Match the loan to the cash need (not the other way around)

"I need $2 million" is not a plan. When do you need it? For one big purchase order or a series of smaller ones? What cash does it generate, and how long until you see that cash come back?

The answers point you to a product, and each product gets underwritten completely differently:

• Inventory financing / asset-based lending (ABL). The lender is really underwriting your inventory, not your P&L. They want to know where the goods physically are, how your inventory systems track them, and what they'd recover if they had to liquidate. Worth knowing: ABL usually only finances what's on hand, not deposits to your overseas supplier or units on a boat. For a lot of CPG brands, this is the workhorse.
• Working capital lines. For smoothing the gap between paying for goods and getting paid by customers or retailers.
• Venture debt / sponsor-backed term loans. The repayment source here is your next equity round. The lender is underwriting your investors as much as you: their track record, their remaining dry powder, and your runway to the next raise.
• Mezzanine debt / revenue-based financing. More reliant on your ongoing cash flow. Underwritten on your ability to keep generating it.

The mistake is falling in love with a dollar amount and an interest rate before you've matched the product to how your cash actually moves.

Dose is a clean example of why the model has to come first. When the team could finally see their full picture, they realized the majority of their cash flow was tied up in inventory. That one insight changed the financing decision entirely. Instead of raising a bridge round or taking on expensive debt, they secured working capital financing to free up the cash they already had. Founder Vasu Goyal put it the way every operator actually thinks about it: "How much can I safely spend before I'm out of money?" That's the question the right financing structure answers.

The gauntlet: three stages, and what's different in 2026

Most highly-underwritten loans move through the same three stages. Knowing where you are tells you what's coming.

1. Discovery. A fast fit check. Website, a few questions, high-level financials. The lender is looking for obvious deal-killers. Are you in the fairway or in the rough?
2. Initial Analysis. This is the real underwriting. They pull detailed historicals, model your business forward, rate the risks, and decide whether the whole picture adds up. This is where deals that passed Discovery quietly die, because a trend they couldn't see at the summary level (retention falling off, CAC creeping up, a supplier switch that hit margins) drags down the risk score. Clear this stage and you usually get a term sheet.
3. Due Diligence. Validating what they assumed or you self-reported. Appraisals, third-party checks, document review. Then a credit memo goes to committee for formal approval.

What's changed in 2026 is speed and access. The best lenders no longer want you to email them a static workbook that's already 45 days stale. They want direct, read-only access to your accounting, banking, and commerce data so they can run the analysis themselves. That's a gift if your data is clean and one source of truth. It's a nightmare if your numbers live across a dozen spreadsheets that only one person understands and that never quite tie out.

This is exactly what immi ran into after their Series A, when institutional investors sharply raised the reporting bar. Being able to update historicals in a few clicks, and cut their variance-to-budget by around half, is the difference between diligence that takes days and diligence that takes months.

The three things a credit officer is really testing

Underneath the spreadsheets, every good credit officer is running a character test. It comes down to three questions.

Do you know your numbers? Not "revenue up, good." Do you know which KPIs drive the business, how they move together, and what's behind a change? Laundry Sauce's Ian Blair said the quiet part out loud: "If your model isn't that accurate, and you're looking three months into the future, you're living in fantasy land." Lenders can smell fantasy land. Every one of them is a numbers person.

Are you transparent? When a lender asks what keeps you up at night and you say "nothing," you've failed the test. It tells them you're either not looking hard enough or not willing to say. The founders who disclose the risks upfront, including the ugly ones, build trust. The ones who make the lender dig and find the crack themselves lose it.

Do you have a Plan B? Bad news is rarely the deal-killer. No plan is. Show them you've modeled the downside and you know what lever you'd pull and when. That's what Oats Overnight did on a growth decision: the team was ready to delay a facility expansion until the model showed that moving fast let them catch the Q4 surge, a roughly $4M EBITDA swing. Seeing it in the P&L changed the call. That same rigor is what helped them land a $20M Series A. Lenders and investors are looking at the exact same thing: can this team see around the corner?

After the money hits, you're not done

A business loan is not a home mortgage. Making your payments isn't enough. Covenants and reporting exist because the lender needs to keep assessing the risk they took on. Miss a reporting deadline or trip a covenant and, technically, you're in default.

But flip it around. The day will come when you want a better rate, or more capital, or a little grace on a tight quarter. You get that by being the borrower who is organized, proactive, and easy to work with. Reporting that used to eat the second week of every month should now be close to automatic, which frees your team to actually manage the relationship instead of scrambling to feed it.

Your model is the pitch

Here's the thing I keep coming back to across all these brands.

Getting good capital isn't about being the best storyteller in the room. It's about being the brand that can answer any question with a number, and back it with a model the lender can trust. The story gets you the meeting. The numbers get you the term sheet.

So before you go out for debt, get your financial house in order first. Connect your data into one source of truth. Build the downside case before someone makes you. Know your covenants before you sign them.

Do that, and underwriting stops being an obstacle course you run blindfolded. It becomes the thing you're the most prepared brand in the room to survive.

It might just be the highest-ROI work you do all year.